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8 pages, 3626 KiB  
Communication
Analysis and Design of Low-Noise Radio-Frequency Power Amplifier Supply Modulator for Frequency Division Duplex Cellular Systems
by Ji-Seon Paek
Electronics 2024, 13(23), 4635; https://doi.org/10.3390/electronics13234635 - 25 Nov 2024
Viewed by 160
Abstract
This paper describes an analysis of power supply rejection and noise improvement techniques for an envelope-tracking power amplifier. Although the envelope-tracking technique improves efficiency, its power supply rejection ratio is much lower than that of average power tracking or a fixed-supply power amplifier. [...] Read more.
This paper describes an analysis of power supply rejection and noise improvement techniques for an envelope-tracking power amplifier. Although the envelope-tracking technique improves efficiency, its power supply rejection ratio is much lower than that of average power tracking or a fixed-supply power amplifier. In FDD systems with the envelope-tracking technique, the low power supply rejection ratio generates much output noise in the RX band and degrades the receiver’s sensitivity. An SM is designed by using a 130 nm CMOS process, and the chip die area is 2 × 2 mm2 with a 25-pin wafer-level chip-scale package. The designed SM achieved peak efficiencies of 78–83% for LTE signals with a 5.8 dB PAPR and various channel bandwidths. For the low-output-noise-supply modulator, noise reduction techniques using resonant-frequency tuning and a notch filter are employed, and the measured results show maximum 1.8/5/5.3/3.8/3 dB noise reduction in LTE bands B17/B5/B2/B3/B7, respectively. Full article
(This article belongs to the Special Issue Millimeter-Wave/Terahertz Integrated Circuit Design)
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<p>RX-band noise transfer from ET PA in FDD system.</p>
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<p>PSRR of PA in linear and saturated regions near P1dB.</p>
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<p>Simulated gain and PSRRSSB curves of APT and ET.</p>
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<p>Simulated PAE, gain, and calculated PSRRSSB curves of PA at each supply voltage (1 V to 3.5 V with 0.5 V step).</p>
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<p>Average PAE, gain, output power, and PSRRSSB according to saturation level in ET operation.</p>
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<p>Block diagram of the hybrid switching supply modulator.</p>
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<p>SM output open-loop noise model and noise contribution depending on frequency offset.</p>
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<p>Proposed noise reduction techniques: (<b>a</b>) resonant-frequency tuning (RFT); (<b>b</b>) notch filter.</p>
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<p>PSRR measurement setup and chip photograph.</p>
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<p>Measured output noise of the designed supply modulator in the cases of reference sensitivity QPSK PREFSENS (Table 7.3.1-1 in [<a href="#B5-electronics-13-04635" class="html-bibr">5</a>]) for each LTE band.</p>
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21 pages, 1724 KiB  
Article
Lower Energy Consumption in Multi-CPU Cell-Free Massive MIMO Systems
by Heng Zhang, Hui Li and Xin Wang
Electronics 2024, 13(22), 4392; https://doi.org/10.3390/electronics13224392 - 8 Nov 2024
Viewed by 405
Abstract
Under the ideal assumption of deploying only one central processing unit (CPU) in the entire system, cell-free (CF) systems can achieve significant macro-diversity gain, thereby providing uniformly reliable service to each user equipment (UE). However, due to limitations in system scalability and the [...] Read more.
Under the ideal assumption of deploying only one central processing unit (CPU) in the entire system, cell-free (CF) systems can achieve significant macro-diversity gain, thereby providing uniformly reliable service to each user equipment (UE). However, due to limitations in system scalability and the feasibility of strict phase synchronization, CF systems require a multi-CPU setup and perform coherent transmission at a smaller scale. Moreover, conventional CF systems typically operate in time-division duplex (TDD) mode and utilize statistical channel state information (CSI) for downlink (DL) decoding, but the channel hardening effect is not significant. These factors reduce downlink spectral efficiency (SE) and increase DL transmission time, leading to higher energy consumption in CF systems. To address these issues, we introduce downlink channel estimation (DLCE) in multi-CPU CF systems and derive the approximate achievable DL SE. To reduce DL pilot overhead, we propose an uplink–pilot-reuse-constrained DL pilot allocation principle. Based on this principle, we develop a farthest distance pilot allocation (FDPA) algorithm to mitigate pilot contamination. In addition, leveraging the characteristics of the heuristic distributed power allocation algorithm, we propose two access point (AP) clustering algorithms: one based on CSI (BCSI) and the other based on coherent group size (BCGS). Simulation results indicate that the introduction of DLCE significantly improves DL SE in multi-CPU CF massive MIMO systems, while the proposed FDPA algorithm further enhances DL SE. The BCSI and BCGS algorithms also effectively improve DL SE and help reduce energy consumption. By combining DLCE, the FDPA algorithm, and the proposed AP clustering algorithms, the energy consumption of multi-CPU CF systems can be significantly reduced. Full article
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<p>A Multi-CPU CF System.</p>
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<p>UL Pilot Transmission.</p>
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<p>DL Pilot Transmission.</p>
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<p>FDPA algorithm with <math display="inline"><semantics> <mrow> <msub> <mi>R</mi> <mi mathvariant="normal">c</mi> </msub> <mo>=</mo> <mn>2</mn> </mrow> </semantics></math>.</p>
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<p>FDPA algorithm with <math display="inline"><semantics> <mrow> <msub> <mi>R</mi> <mi mathvariant="normal">c</mi> </msub> <mo>=</mo> <mn>3</mn> </mrow> </semantics></math>.</p>
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<p>BCSI and BCGS algorithms.</p>
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<p>The DL SE with and without DLCE.</p>
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<p>The DL SE using RPA and FDPA algorithms.</p>
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<p>DL SE of different AP clustering algorithms.</p>
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<p>ECAP of different AP clustering algorithms.</p>
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<p>The DLCE of the AP clustering algorithm with and without DLCE introduced.</p>
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12 pages, 2254 KiB  
Article
Enzyme-Assisted Fluorescence Biosensor Based on Circular Single-Stranded DNA Without Group Modification for MicroRNA Detection
by Xiaoxue Yin, Yazhen Liao, Feiyu Li, Jianbao Li and Jie Du
Biosensors 2024, 14(11), 527; https://doi.org/10.3390/bios14110527 - 1 Nov 2024
Viewed by 623
Abstract
Fluorescent biosensor, which has the characteristics of high sensitivity, specificity, and low cost, can be directly detected in physiological fluids such as blood and serum. Therefore, the development of fluorescence sensor platforms for miRNA detection has a positive effect on the prevention and [...] Read more.
Fluorescent biosensor, which has the characteristics of high sensitivity, specificity, and low cost, can be directly detected in physiological fluids such as blood and serum. Therefore, the development of fluorescence sensor platforms for miRNA detection has a positive effect on the prevention and treatment of various diseases. In this paper, miR-34a was selected as a biological indicator of Alzheimer’s disease (AD). We designed a circular single-stranded DNA (CSSD) biosensor, which uses two unmodified single-stranded DNA (ssDNA) with complementary ends, DNAa and DNAb, to form CSSD by DNA sequence pairing to improve thermal stability and achieve signal amplification. At the same time, CSSD can react with miR-34a, and then the DNA of the DNA–RNA chain is hydrolyzed by duplex-specific nuclease (DSN enzyme). Finally, miR-34a is released to partake in the subsequent step, thus realizing cycle amplification. By evaluating the change in fluorescence signal under the optimized conditions, we discovered that this approach exhibits impressive sensitivity, with a detection threshold reaching as low as 0.36 nM. This surpasses the performance of numerous preceding miRNA detection biosensors. Furthermore, the system displays excellent detection capabilities even in intricate settings like serum, showcasing a strong ability to differentiate and choose effectively. In summary, this is a signal-off fluorescent biosensor, which realizes the purpose of double amplification of biosensor signal by using CSSD and enzyme assistance so that it can be used as a valuable tool for early diagnosis of diseases. Full article
(This article belongs to the Special Issue Photonics for Bioapplications: Sensors and Technology)
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<p>The principle of a biosensor based on CSSD amplification of enzyme-assisted fluorescent signals for miRNA detection.</p>
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<p>Feasibility analysis. (<b>A</b>) Excitation spectrum and emission spectrum of the sample to be measured. (<b>B</b>) The blue curve represents the fluorescence intensity with the addition of 5 µL DNAa and 5 µL DNAb, the brown curve represents the fluorescence intensity with the addition of only 10 µL DNAa, and the yellow curve represents the fluorescence intensity with the addition of only 10 µL DNAb. (<b>C</b>) The green curve shows the fluorescence signal curve with the addition of treated water and DSN enzyme, and the yellow curve shows the fluorescence signal curve with the addition of miRNA and DSN enzyme.</p>
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<p>Optimization of experimental conditions. (<b>A</b>) Incubation Time of CSSD; (<b>B</b>) Reaction Temperature of DSN Enzyme; (<b>C</b>) Dosage of DSN Enzyme; (<b>D</b>) Dosage of GelRed Dye; (<b>E</b>) Time of DNA hydrolysis.</p>
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<p>The fluorescence value of miR-34a was measured against the standard detection curve, and the concentrations of top to bottom substances in Figure (<b>A</b>) were 0 nM, 1.2 nM, 1.4 nM, 1.6 nM, 1.8 nM, 2.0 nM, 2.2 nM, 2.4 nM, 2.6 nM, 2.8 nM and 3.0 nM, respectively; Figure (<b>B</b>) Linear calibration curve of RNA and fluorescence intensity (correlation between RNA concentration and fluorescence signal strength). The error bars represent standard deviations obtained from from triplicate exper.</p>
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<p>(<b>A</b>) Fluorescence spectrum plot of the relationship between miRNA and fluorescence intensity of different species; (<b>B</b>) Plot of different miRNAs of fluorescence intensity at the excitation wavelength of 545 nm.</p>
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16 pages, 3839 KiB  
Article
Hybrid Duplex Medium Access Control Protocol for Tsunami Early Warning Systems in Underwater Networks
by Sung Hyun Park, Ye Je Choi and Tae Ho Im
Electronics 2024, 13(21), 4288; https://doi.org/10.3390/electronics13214288 - 31 Oct 2024
Viewed by 503
Abstract
Tsunamis are devastating natural phenomena that cause extensive damage to both human life and infrastructure. To mitigate such impacts, tsunami early warning systems have been deployed globally. South Korea has also initiated a project to install a tsunami warning system to monitor its [...] Read more.
Tsunamis are devastating natural phenomena that cause extensive damage to both human life and infrastructure. To mitigate such impacts, tsunami early warning systems have been deployed globally. South Korea has also initiated a project to install a tsunami warning system to monitor its surrounding seas. To ensure reliable warning decisions, various types of data must be combined, but efficiently transmitting heterogeneous data poses a challenge due to the unique characteristics of underwater acoustic communication. Therefore, this paper proposes a Hybrid Duplex Medium Access Control (HDMAC) protocol designed for a tsunami warning system, with a specific focus on heterogeneous data transmission. HDMAC efficiently handles both seismic and environmental data by utilizing hybrid duplexing, which combines frequency duplex for seismic data with time duplex for environmental data. The protocol addresses the distinct transmission requirements for each data type by optimizing channel utilization through a group Automatic Repeat request (ARQ) scheme and packet size adjustment. Theoretical analysis predicts that HDMAC can achieve a channel utilization of up to 0.91 in smaller networks and 0.64 in larger networks. HDMAC is validated through simulations, and the simulation results closely match these predictions. The simulation results demonstrate the efficiency of HDMAC in supporting real-time submarine earthquake monitoring systems. Full article
(This article belongs to the Special Issue New Advances in Underwater Communication Systems)
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<p>Planned network configuration for HDMAC design. (Explanations related to latency and bandwidth are discussed in <a href="#sec3dot1-electronics-13-04288" class="html-sec">Section 3.1</a>).</p>
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<p>The DART system. (<b>a</b>) The DART 4th generation system [<a href="#B19-electronics-13-04288" class="html-bibr">19</a>]. It consists of one BPR and one surface buoy. (<b>b</b>) The map indicates where the DART system is deployed [<a href="#B18-electronics-13-04288" class="html-bibr">18</a>]. The yellow diamonds indicates a station with recent data and the red diamond indicates a station with no data in last eight hours. (<b>c</b>) Areas of responsibility of the DART system used for damage prevision [<a href="#B20-electronics-13-04288" class="html-bibr">20</a>]. PTWC stands for Pacific Tsunami Warning Center and NTWC stands for National Tsunami Warning Center.</p>
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<p>HDMAC channel band allocation plan.</p>
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<p>HDMAC general process diagram: one frame time (<span class="html-italic">Tf</span>) example. The diagonal lines indicate the propagation delays of each packet.</p>
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<p>Group ARQ process of HDMAC. The sequence number of the seismic data packet is indicated by i in this figure.</p>
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<p>A group ARQ process example when the group size (<span class="html-italic">M</span>) is five and when all the transmissions have been successfully transmitted to the buoy. The two SNs are omitted in this figure.</p>
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<p>HDMAC control packet bit plan: first two bytes for the seismometer and last two bytes for the two SNs.</p>
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<p>Predicted HDMAC performance when <span class="html-italic">Be</span> is 4000 bits. (<b>a</b>) Theoretical channel utilization of HDMAC as a function of the distance between the buoy and SN1. (<b>b</b>) ARQ group size of HDMAC increases as a function of the distance between the buoy and SN1.</p>
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<p>The optimized packet size of HDMAC under the project requirement conditions. The optimized packet size decreases as the distance between the buoy and SN1 increases.</p>
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<p>Predicted HDMAC performance when the optimized packet size is applied: (<b>a</b>) Theoretical channel utilization of HDMAC as a function of the distance between the buoy and SN1. (<b>b</b>) ARQ group size of HDMAC as the distance between the buoy and SN1 increases.</p>
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<p>The simulation results compared with the theoretical HDMAC performance in <a href="#sec3dot3-electronics-13-04288" class="html-sec">Section 3.3</a>. (<b>a</b>) Channel utilization when the <span class="html-italic">Be</span> is 4000 bits. (<b>b</b>) The group size when <span class="html-italic">Be</span> is 4000 bits. (<b>c</b>) Channel utilization using the optimized packet size. (<b>d</b>) The group size using the optimized packet size.</p>
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<p>The simulation results compared with the theoretical HDMAC performance in <a href="#sec3dot3-electronics-13-04288" class="html-sec">Section 3.3</a>. (<b>a</b>) Channel utilization when the <span class="html-italic">Be</span> is 4000 bits. (<b>b</b>) The group size when <span class="html-italic">Be</span> is 4000 bits. (<b>c</b>) Channel utilization using the optimized packet size. (<b>d</b>) The group size using the optimized packet size.</p>
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20 pages, 8552 KiB  
Article
Investigation of Scaling and Materials’ Performance in Simulated Geothermal Brine
by David Martelo, Briony Holmes, Namrata Kale, Samuel Warren Scott and Shiladitya Paul
Materials 2024, 17(21), 5250; https://doi.org/10.3390/ma17215250 - 28 Oct 2024
Viewed by 530
Abstract
Geothermal energy generation faces challenges in efficiency, partly due to restrictions on reinjection temperatures caused by scaling issues. Therefore, developing strategies to prevent scaling is critical. This study aims to simulate the scaling tendencies and corrosion effects of geothermal fluids on various construction [...] Read more.
Geothermal energy generation faces challenges in efficiency, partly due to restrictions on reinjection temperatures caused by scaling issues. Therefore, developing strategies to prevent scaling is critical. This study aims to simulate the scaling tendencies and corrosion effects of geothermal fluids on various construction materials used in scaling reactor/retention tank systems. A range of materials, including carbon steel, austenitic stainless steel, duplex stainless steel, two proprietary two-part epoxy coatings, and thermally sprayed aluminium (TSA), were tested in a simulated geothermal brine. Experiments were conducted in a laboratory vessel designed to replicate the wall shear stress conditions expected in a scaling reactor. The tests revealed varying scaling tendencies among the materials, with minimal corrosion observed. The dominant scale formed was calcium carbonate, consistent with geochemical modelling. The findings suggest that despite the high operating temperatures, the risk of corrosion remains low due to the brine’s low chloride content, while the wettability of materials after immersion may serve as a useful indicator for selecting those that promote scaling. Full article
(This article belongs to the Special Issue Corrosion Resistance of Alloy and Coating Materials (Volume II))
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<p>Test rig used for the scaling tests: (<b>a</b>) image showing a general view of the rig, with solution reservoirs, small-scale (flow) vessel, and elements required for the electrochemical measurements, such as potentiostats and reference electrodes; (<b>b</b>) inside the small-scale vessel, showing the location of the coupons and counter electrodes; (<b>c</b>) inside the small-scale vessel, showing the rotating paddle; and (<b>d</b>) simplified schematic diagram of main components in the system.</p>
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<p>Images generated from the software used for CFD calculations: (<b>a</b>) Pathline plot of velocity magnitude through the full three-dimensional domain of the scaling reactor (along with a picture of the coupons installed in the scaling reactor for the field testing) and (<b>b</b>) Contour plot of velocity magnitude (m/s) in the small-scale vessel.</p>
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<p>Evolution of the electrochemical measurements across the 12 days of testing in the vertical coupons for the carbon steel, austenitic stainless steel, lean duplex stainless steel, and TSA. (<b>a</b>) Corrosion rates obtained from the linear polarisation scans. (<b>b</b>) Open circuit potential measurements versus the Ag/AgCl reference electrode, and (<b>c</b>) Open circuit potential measurements versus the Ag/AgCl reference electrode for the TSA sample.</p>
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<p>Visual inspection of samples subjected to the exposure tests after 12 days. Starting from carbon steel and stainless steel, followed by lean duplex stainless steel and TSA, and finally the coupons coated with epoxy type B and epoxy type A.</p>
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<p>SEM images of the scales taken at a magnification that allowed identification of the individual morphologies of the components of the scale: (<b>a</b>) scales on the 304L stainless steel sample, (<b>b</b>) scales on the steel sample, (<b>c</b>) scales on the epoxy type B, and (<b>d</b>) scales on the epoxy type A.</p>
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<p>SEM-EDX information obtained from different scales. SEM image and EDX maps corresponding to the scale on the 304L stainless steel sample: (<b>a</b>) backscattered electron SEM image of the scale, along with EDX maps of: (<b>b</b>) calcium, (<b>c</b>) oxygen, (<b>d</b>) magnesium, (<b>e</b>) silicon and (<b>f</b>) iron.</p>
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<p>EDX point spectra from scales on the horizontal 304L stainless steel coupon: (<b>a</b>) from type A scale from <a href="#materials-17-05250-f005" class="html-fig">Figure 5</a>a, (<b>b</b>) from type B scale in <a href="#materials-17-05250-f005" class="html-fig">Figure 5</a>a, and (<b>c</b>) from type C scale from <a href="#materials-17-05250-f005" class="html-fig">Figure 5</a>a.</p>
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<p>Glancing angle XRD spectra from the surface of the horizontal samples, where the XRD measurement angle corresponded to 2theta. The black spectrum was the obtained experimental data, with library database peaks shown in colour. (<b>a</b>) from carbon steel, (<b>b</b>) from 304L stainless steel, and (<b>c</b>) lean duplex stainless steel.</p>
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<p>Glancing angle XRD spectra from the surface of epoxy-coated samples, where the XRD measurement angle corresponded to 2theta. The black spectrum was the obtained experimental data, with library database peaks shown in colour. (<b>a</b>) from virgin epoxy type A, (<b>b</b>) from horizontally immersed coupon of Epoxy type A, (<b>c</b>) from virgin epoxy type B and (<b>d</b>) from horizontally immersed coupon of Epoxy type B.</p>
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<p>Glancing angle XRD spectra from the surface of the horizontal TSA-coated sample, where the XRD measurement angle corresponded to 2theta. The black spectrum was the obtained experimental data, with library database peaks shown in colour.</p>
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<p>Saturation indices of selected minerals as a function of temperature for the simulated geothermal brine. The saturation index (SI) is defined as SI = log<sub>10</sub>(Q/K), where Q is the ion activity product of the mineral in solution and K is the equilibrium constant for the mineral’s dissolution reaction. A positive SI value indicates that the mineral is supersaturated and likely to precipitate, while a negative SI value suggests undersaturation.</p>
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<p>Potentiodynamic polarisation curves of alloy 304L with non-metallic crevice formers in two different solutions at 50 °C and pH 9.7. Solution 1: geothermal brine as described in <a href="#materials-17-05250-t001" class="html-table">Table 1</a>. And Solution 2: prepared using only NaCl (apart from use of NaOH to increase pH to 9.7) to obtain the same levels of chlorides as shown in <a href="#materials-17-05250-t001" class="html-table">Table 1</a>.</p>
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11 pages, 4196 KiB  
Article
A Novel Method for Rapid Screening of Salmonidae Ingredients and Accurate Detection of Atlantic Salmon (Salmo salar) Simultaneously Using Duplex Real-Time PCR Coupled with Melting Curve Analysis
by Shihui Wang, Xiong Xiong, Hongwei Song, Tianlong Wang, Yi Li and Libin Wang
Molecules 2024, 29(20), 4904; https://doi.org/10.3390/molecules29204904 - 16 Oct 2024
Viewed by 524
Abstract
The substitution of ingredients with Salmonidae, particularly Salmo salar, has led to widespread reports of financial losses and health risks globally, emphasizing the urgent need for the development of a rapid and precise method for species identification. The aim of the present [...] Read more.
The substitution of ingredients with Salmonidae, particularly Salmo salar, has led to widespread reports of financial losses and health risks globally, emphasizing the urgent need for the development of a rapid and precise method for species identification. The aim of the present study was to develop a novel method for the rapid screening of Salmonidae ingredients and the accurate detection of S. salar simultaneously using multiplex real-time PCR coupled with melting curve analysis. Specifically, primer sets specific for S. salar and Salmonidae were cross-confirmed. Moreover, the reaction system and conditions of a real-time duplex PCR were optimized, and the proposed methodology was verified, proving that the assay has good specificity and sensitivity. Clear and distinguishable melting peaks, with expected Tm values of around 80 °C (S. salar) and 84 °C (Salmonidae), were observed for twelve products, proving the presence of S. salar. However, four products were not derived from S. salar, but they could have belonged to another species within the Salmonidae family due to the presence of only one specific melting peak at a Tm value of about 84 °C. Therefore, the novel assay in the present study allows for the fast and accurate screening of Salmonidae ingredients and the detection of S. salar simultaneously. Full article
(This article belongs to the Special Issue Advanced DNA Methods for Food Authenticity)
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<p>Melting curve analysis of the real-time PCR assay using the primers specific for <span class="html-italic">S. salar</span>. Primers specific for <span class="html-italic">S. salar</span> (coded as S) were studied, with the concentration ranging from 60 nM to 400 nM. (+) represents <span class="html-italic">S. salar</span>; (−) represents the negative control.</p>
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<p>Melting curve analysis of the duplex real-time PCR assay using the universal primers and primers specific for <span class="html-italic">S. salar</span>. Universal primers for Salmonidae (coded as U) were studied, with the concentration ranging from 35 nM to 50 nM. Primers specific for <span class="html-italic">S. salar</span> were coded as S; (−) represents the negative control.</p>
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<p>Evaluation of the duplex real-time PCR assay regarding simulated tissue mixtures. The addition of increasing amounts of <span class="html-italic">S. salar</span> tissue to <span class="html-italic">O. masou</span> mixtures was simulated; <span class="html-italic">S. salar</span> tissue was coded as S; <span class="html-italic">O. masou</span> tissue was coded as M. Primers specific for <span class="html-italic">S. salar</span> were coded as S; universal primers for Salmonidae were coded as U; (−) represents the negative control.</p>
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<p>Sensitivity evaluation of the duplex real-time PCR assay. The 5-fold serial dilutions of <span class="html-italic">S. salar</span> DNA (from 20 ng to 0.032 ng) were prepared. Primers specific for <span class="html-italic">S. salar</span> were coded as S; universal primers for Salmonidae were coded as U; (−) represents the negative control.</p>
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<p>Specificity evaluation of the duplex real-time PCR (<b>A</b>,<b>B</b>) and its validation using commercial products (<b>C</b>,<b>D</b>). Primers specific for <span class="html-italic">S. salar</span> were coded as S; universal primers for Salmonidae were coded as U; (−) represents the negative control. s1–s20 were the commercial products described in <a href="#molecules-29-04904-t002" class="html-table">Table 2</a>.</p>
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13 pages, 4083 KiB  
Article
Tensor Based Semi-Blind Channel Estimation for Reconfigurable Intelligent Surface-Aided Multiple-Input Multiple-Output Communication Systems
by Ni Li, Honggui Deng, Fuxin Xu, Yitao Zheng, Mingkang Qu, Wanqing Fu and Nanqing Zhou
Sensors 2024, 24(20), 6625; https://doi.org/10.3390/s24206625 - 14 Oct 2024
Viewed by 632
Abstract
Reconfigurable intelligent surfaces (RISs) are a promising technology for sixth-generation (6G) wireless networks. However, a fully passive RIS cannot independently process signals. Wireless systems equipped with it often encounter the challenge of large channel matrix dimensions when acquiring channel state information using pilot-assisted [...] Read more.
Reconfigurable intelligent surfaces (RISs) are a promising technology for sixth-generation (6G) wireless networks. However, a fully passive RIS cannot independently process signals. Wireless systems equipped with it often encounter the challenge of large channel matrix dimensions when acquiring channel state information using pilot-assisted algorithms, resulting in high pilot overhead. To address this issue, this article proposes a semi-blind joint channel and symbol estimation receiver without a pilot training stage for RIS-aided multiple-input multiple-output (MIMO) (including massive MIMO) communication systems. In a semi-blind system, a transmission symbol matrix and two channel matrices are coupled within the received signals at the base station (BS). We decouple them by building two parallel factor (PARAFAC) tensor models. Leveraging PARAFAC tensor decomposition, we transform the joint channel and symbol estimation problem into least square (LS) problems, which can be solved by Alternating Least Squares (ALSs). Our proposed scheme allows duplex communication. Compared to recently proposed pilot-based methods and semi-blind receivers, our results demonstrate the superior performance of our proposed algorithm in estimation accuracy and speed. Full article
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<p>PARAFAC decomposition.</p>
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<p>RIS-aided MIMO communication system.</p>
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<p>Time protocol.</p>
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<p>SER between the different receivers.</p>
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<p>NMSE for the channel <math display="inline"><semantics> <mi mathvariant="bold">G</mi> </semantics></math> between the different receivers.</p>
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<p>NMSE for the channel <math display="inline"><semantics> <mi mathvariant="bold">H</mi> </semantics></math> between the different receivers.</p>
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<p>Average run time between the different receivers.</p>
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<p>Iterations to converge between the different receivers.</p>
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15 pages, 5899 KiB  
Article
A Bidirectional Simultaneous Wireless Power and Data Transfer System with Non-Contact Slip Ring
by Yuanshuang Fan, Qiurui Chen, Sihan Wu, Jing Xiao and Zhihui Wang
Electronics 2024, 13(20), 3974; https://doi.org/10.3390/electronics13203974 - 10 Oct 2024
Viewed by 647
Abstract
A non-contact slip ring is proposed in this paper. The bidirectional simultaneous wireless power and data transfer (BD-SWPDT) technology is utilized to transfer power and data bidirectionally. A bidirectional constant-voltage LC hybrid compensation topology is proposed, which utilizes the LC series parallel structure [...] Read more.
A non-contact slip ring is proposed in this paper. The bidirectional simultaneous wireless power and data transfer (BD-SWPDT) technology is utilized to transfer power and data bidirectionally. A bidirectional constant-voltage LC hybrid compensation topology is proposed, which utilizes the LC series parallel structure to have different equivalent models at different frequencies. By using different operating frequencies for forward and reverse power transfer, the system’s forward and reverse transfer can be equivalent to different constant-voltage output compensation topologies. The resonant parameters of the system are designed to achieve consistent voltage gain for forward and reverse power transfer. And based on this topology, a data carrier injection method is designed to achieve high Signal Noise Ratio (SNR) simultaneous data transfer. To improve the flexibility of non-contact slip ring installation, a caliper-type coupling structure is proposed. Finally, the feasibility of the proposed method is verified through experiments, achieving a forward and reverse output power of 200 W and half duplex communication with a data rate of 19.2 kbps. Full article
(This article belongs to the Section Microwave and Wireless Communications)
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<p>The BD-SWPDT system’s structural diagram.</p>
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<p>The topology of the BD-WPT system.</p>
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<p>The equivalent circuit of the forward power transfer.</p>
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<p>The further equivalent circuit of the forward power transfer.</p>
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<p>The equivalent circuit of the reverse power transfer.</p>
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<p>(<b>a</b>) The traditional conductive slip ring, (<b>b</b>) the proposed caliper type coupler and (<b>c</b>) the traditional nested coupler.</p>
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<p>The dimensions of the proposed caliper-type coupler.</p>
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<p>The magnetic flux density diagram of the coupler when the excitation current is applied to (<b>a</b>) the inner ring and (<b>b</b>) the outer ring.</p>
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<p>The magnetic flux density with the <span class="html-italic">x</span> coordinate.</p>
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<p>The data carrier injection and extraction.</p>
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<p>The equivalent circuit of the data transfer channel.</p>
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<p>The experimental prototype.</p>
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<p>The flow chart used for parameter design.</p>
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<p>The waveforms of the forward power transfer channel under different output powers.</p>
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<p>The waveforms of the reverse power transfer channel under different output powers.</p>
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<p>The waveforms of the data transfer channel, (<b>a</b>) forward data transfer and (<b>b</b>) reverse data transfer.</p>
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<p>(<b>a</b>) The waveforms of the data transfer channel and (<b>b</b>) its stretched-out view with simultaneous power transferred.</p>
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<p>The waveforms of the data transfer channel and the voltage of the coupled coils.</p>
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<p>The waveforms of the data transfer channel (<b>a</b>) with the LC parallel network and (<b>b</b>) without the LC parallel network.</p>
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13 pages, 3287 KiB  
Article
Cleavage of DNA Substrate Containing Nucleotide Mismatch in the Complementary Region to sgRNA by Cas9 Endonuclease: Thermodynamic and Structural Features
by Svetlana V. Baranova, Polina V. Zhdanova, Anastasia D. Koveshnikova, Pavel E. Pestryakov, Ivan P. Vokhtantsev, Alexander A. Chernonosov and Vladimir V. Koval
Int. J. Mol. Sci. 2024, 25(19), 10862; https://doi.org/10.3390/ijms251910862 - 9 Oct 2024
Viewed by 812
Abstract
The non-ideal accuracy and insufficient selectivity of CRISPR/Cas9 systems is a serious problem for their use as a genome editing tool. It is important to select the target sequence correctly so that the CRISPR/Cas9 system does not cut similar sequences. This requires an [...] Read more.
The non-ideal accuracy and insufficient selectivity of CRISPR/Cas9 systems is a serious problem for their use as a genome editing tool. It is important to select the target sequence correctly so that the CRISPR/Cas9 system does not cut similar sequences. This requires an understanding of how and why mismatches in the target sequence can affect the efficiency of the Cas9/sgRNA complex. In this work, we studied the catalytic activity of the Cas9 enzyme to cleave DNA substrates containing nucleotide mismatch at different positions relative to the PAM in the “seed” sequence. We show that mismatches in the complementarity of the sgRNA/DNA duplex at different positions relative to the protospacer adjacent motif (PAM) sequence tend to decrease the cleavage efficiency and increase the half-maximal reaction time. However, for two mismatches at positions 11 and 20 relative to the PAM, an increase in cleavage efficiency was observed, both with and without an increase in half-reaction time. Thermodynamic parameters were obtained from molecular dynamics results, which showed that mismatches at positions 8, 11, and 20 relative to the PAM thermodynamically stabilize the formed complex, and a mismatch at position 2 of the PAM fragment exerts the greatest stabilization compared to the original DNA sequence. The weak correlation of the thermodynamic binding parameters of the components of the Cas9/sgRNA:dsDNA complex with the cleavage data of DNA substrates containing mismatches indicates that the efficiency of Cas9 operation is mainly affected by the conformational changes in Cas9 and the mutual arrangement of sgRNA and substrates. Full article
(This article belongs to the Special Issue Biomolecular Structures, Dynamics, and Functions)
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<p>Cleavage assay of 55 bp substrate S0 (<b>A</b>), S18 (<b>B</b>), S2 (<b>C</b>), S8 (<b>D</b>), S11 (<b>E</b>), and S20 (<b>F</b>) analyzed by denaturing 15% polyacrylamide gel electrophoresis, and representation of time dependence of cleavage on graphs. Cleavage was performed using 2 nM FAM-labeled dsDNA and 50 nM complex Cas9/sgRNA (ratio 1:25): C<sub>p</sub>—product reaction control (32 bp); C<sub>S0</sub>, C<sub>S2</sub>, C<sub>S8</sub>, C<sub>S11</sub>, C<sub>S18</sub>, C<sub>S20</sub>—DNA substrate control. The data were averaged from three independent experiments. The degree (%) of cleavage and the error are given in <a href="#ijms-25-10862-t001" class="html-table">Table 1</a>. Blue dots represent experimentally obtained values of substrate cleavage; green lines are the result of fitting by the theoretical model.</p>
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<p>Cleavage assay of 55 bp substrate S0 (<b>A</b>), S18 (<b>B</b>), S2 (<b>C</b>), S8 (<b>D</b>), S11 (<b>E</b>), and S20 (<b>F</b>) analyzed by denaturing 15% polyacrylamide gel electrophoresis, and representation of time dependence of cleavage on graphs. Cleavage was performed using 2 nM FAM-labeled dsDNA and 50 nM complex Cas9/sgRNA (ratio 1:25): C<sub>p</sub>—product reaction control (32 bp); C<sub>S0</sub>, C<sub>S2</sub>, C<sub>S8</sub>, C<sub>S11</sub>, C<sub>S18</sub>, C<sub>S20</sub>—DNA substrate control. The data were averaged from three independent experiments. The degree (%) of cleavage and the error are given in <a href="#ijms-25-10862-t001" class="html-table">Table 1</a>. Blue dots represent experimentally obtained values of substrate cleavage; green lines are the result of fitting by the theoretical model.</p>
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<p>Three-dimensional structure of the Cas9/sgRNA:DNA (S0) complex. The sgRNA is shown in dark yellow; the DNA strand complementary to the sgRNA is shown in pink; the mismatches in positions are shown in green; and the second DNA strand is shown in purple.</p>
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18 pages, 8369 KiB  
Article
Surface Integrity of Austenitic Manganese Alloys Hard Layers after Cavitation Erosion
by Ion Mitelea, Ilare Bordeașu, Daniel Mutașcu, Corneliu Marius Crăciunescu and Ion Dragoș Uțu
Lubricants 2024, 12(10), 330; https://doi.org/10.3390/lubricants12100330 - 26 Sep 2024
Viewed by 788
Abstract
Cavitation erosion, as a mechanical effect of destruction, constitutes a complex and critical problem that affects the safety and efficiency of the functioning of engineering components specific to many fields of work, the most well-known being propellers of ships and maritime and river [...] Read more.
Cavitation erosion, as a mechanical effect of destruction, constitutes a complex and critical problem that affects the safety and efficiency of the functioning of engineering components specific to many fields of work, the most well-known being propellers of ships and maritime and river vessels, seawater desalination systems, offshore oil and gas drilling platforms (including drilling and processing equipment), and the rotors and blades of hydraulic machines. The main objective of the research conducted in this paper is to experimentally investigate the phenomenology of this surface degradation process of maritime ships and offshore installations operating in marine and river waters. To reduce cavitation erosion of maritime structures made from Duplex stainless steels, the study used the deposition by welding of layers of metallic alloys with a high capacity for work hardening. The cavitation tests were conducted in accordance with the American Society for Testing and Materials standards. The response of the deposited metal under each coating condition, compared to the base metal, was investigated by calculating the erosion penetration rate (MDER) through mass loss measurements over the cavitation duration and studying the degraded zones using scanning electron microscopy (SEM), the energy-dispersive X-ray analysis, and hardness measurements. It was revealed that welding hardfacing with austenitic manganese alloy contributes to an approximately 8.5–10.5-fold increase in cavitation erosion resistance. The explanation is given by the increase in surface hardness of the coated area, with 2–3 layers of deposited alloy reaching values of 465–490 HV5, significantly exceeding those specific to the base metal, which range from 260–280 HV5. The obtained results highlighted the feasibility of forming hard coatings on Duplex stainless-steel substrates. Full article
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<p>Modification of the crystalline lattice structure through alloying with nickel.</p>
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<p>Dimensions and appearance of the cavitation samples.</p>
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<p>The cavitation equipment: (<b>a</b>)—overview image, 1—sonotrode; 2—electronic system; 3—water temperature regulator; 4—vessel with liquid and cooling coil; 5—ventilation system. (<b>b</b>)—detail of the sample during the cavitation process.</p>
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<p>The specific curves of the mean depth erosion rate: (<b>a</b>)—base metal; (<b>b</b>)—1 deposited layer; (<b>c</b>)—2 deposited layers; (<b>d</b>)—3 deposited.</p>
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<p>The specific curves of the mean depth erosion rate: (<b>a</b>)—base metal; (<b>b</b>)—1 deposited layer; (<b>c</b>)—2 deposited layers; (<b>d</b>)—3 deposited.</p>
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<p>SEM microstructure of the base metal.</p>
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<p>SEM micrograph of the layer-substrate system.</p>
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<p>SEM micrograph (<b>a</b>), EDX spectrum (<b>b</b>), and quantitative analysis values (<b>c</b>) of the first deposited layer.</p>
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<p>The EDX spectrum (<b>a</b>) and quantitative analysis values (<b>b</b>) of the base metal (marked with red square on <a href="#lubricants-12-00330-f005" class="html-fig">Figure 5</a>).</p>
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<p>The SEM micrograph (<b>a</b>), EDX spectrum (<b>b</b>), and quantitative analysis values (<b>c</b>) of the last deposited layer.</p>
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<p>Concentration profiles of the alloying elements on either side of the interface between the deposited metal and the base metal.</p>
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<p>SEM images of the surfaces coated with three layers tested for cavitation for 165 min: (<b>a</b>)–base metal; (<b>b</b>)—hardfacing by welding.</p>
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<p>SEM images of the surfaces coated with three layers tested for cavitation for 165 min: (<b>a</b>)–base metal; (<b>b</b>)—hardfacing by welding.</p>
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22 pages, 4119 KiB  
Review
Dual-Band Passive Beam Steering Antenna Technologies for Satellite Communication and Modern Wireless Systems: A Review
by Maira I. Nabeel, Khushboo Singh, Muhammad U. Afzal, Dushmantha N. Thalakotuna and Karu P. Esselle
Sensors 2024, 24(18), 6144; https://doi.org/10.3390/s24186144 - 23 Sep 2024
Viewed by 1294
Abstract
Efficient beam steerable high-gain antennas enable high-speed data rates over long-distance networks, including wireless backhaul, satellite communications (SATCOM), and SATCOM On-the-Move. These characteristics are essential for advancing contemporary wireless communication networks, particularly within 5G and beyond. Various beam steering solutions have been proposed [...] Read more.
Efficient beam steerable high-gain antennas enable high-speed data rates over long-distance networks, including wireless backhaul, satellite communications (SATCOM), and SATCOM On-the-Move. These characteristics are essential for advancing contemporary wireless communication networks, particularly within 5G and beyond. Various beam steering solutions have been proposed in the literature, with passive beam steering mechanisms employing planar metasurfaces emerging as cost-effective, power-efficient, and compact options. These attributes make them well-suited for use in confined spaces, large-scale production and widespread distribution to meet the demands of the mass market. Utilizing a dual-band antenna terminal setup is often advantageous for full duplex communication in wireless systems. Therefore, this article presents a comprehensive review of the dual-band beam steering techniques for enabling full-duplex communication in modern wireless systems, highlighting their design methodologies, scanning mechanisms, physical characteristics, and constraints. Despite the advantages of planar metasurface-based beam steering solutions, the literature on dual-band beam steering antennas supporting full duplex communication is limited. This review article identifies research gaps and outlines future directions for developing economically feasible passive dual-band beam steering solutions for mass deployment. Full article
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<p>The modern wireless communication landscape.</p>
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<p>Classification of beam steering techniques.</p>
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<p>Commercially available antennas for SOTM and COTM applications. (<b>a</b>) Electronically Steered Antenna by Kymeta [<a href="#B43-sensors-24-06144" class="html-bibr">43</a>,<a href="#B44-sensors-24-06144" class="html-bibr">44</a>], (<b>b</b>) Mechanically Steered Antennas by Honeywell [<a href="#B45-sensors-24-06144" class="html-bibr">45</a>]. (<b>c</b>) Metasurface Antenna by Waveup [<a href="#B46-sensors-24-06144" class="html-bibr">46</a>].</p>
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<p>Dual-band metasurface based beam steering techniques.</p>
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<p>Analogy between an antenna array and array of cells arranged in a metasurface to exhibit a transmission phase gradient.</p>
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<p>Different phase transformation cell topologies based on their implemented structure. (<b>a</b>) An all-dielectric multiwavelength cell [<a href="#B83-sensors-24-06144" class="html-bibr">83</a>], (<b>b</b>) a dual-band all metal cell [<a href="#B31-sensors-24-06144" class="html-bibr">31</a>], and (<b>c</b>) a dual-band composite cell redrawn based on the structure reported in [<a href="#B32-sensors-24-06144" class="html-bibr">32</a>].</p>
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<p>Unit cell simulations in CST, periodic in <span class="html-italic">x</span> and <span class="html-italic">y</span> axes, open in <span class="html-italic">z</span> axis with Floquet mode excitation.</p>
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<p>Different types of dual-band phase shifting cells. (<b>a</b>) Multilayer cells based on the selection of optimized phase pairs corresponding to the desired response in the dual-frequency bands [<a href="#B59-sensors-24-06144" class="html-bibr">59</a>,<a href="#B84-sensors-24-06144" class="html-bibr">84</a>], (<b>b</b>) interleaving resonant elements corresponding to each frequency [<a href="#B31-sensors-24-06144" class="html-bibr">31</a>,<a href="#B60-sensors-24-06144" class="html-bibr">60</a>], (<b>c</b>) dual-band phase rotation cell [<a href="#B61-sensors-24-06144" class="html-bibr">61</a>], and (<b>d</b>) a concentric cell using orthogonal polarized modified split rings and Jerusalem cross [<a href="#B67-sensors-24-06144" class="html-bibr">67</a>].</p>
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<p>Summary of techniques to design a dual-band unit cell for passive phase-gradient metasurfaces.</p>
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23 pages, 9727 KiB  
Article
DGD-CNet: Denoising Gated Recurrent Unit with a Dropout-Based CSI Network for IRS-Aided Massive MIMO Systems
by Amina Abdelmaksoud, Bassant Abdelhamid, Hesham Elbadawy, Hadia El Hennawy and Sherif Eldyasti
Sensors 2024, 24(18), 5977; https://doi.org/10.3390/s24185977 - 14 Sep 2024
Viewed by 831
Abstract
For the deployment of Sixth Generation (6G) networks, integrating Massive Multiple-Input Multiple-Output (Massive MIMO) systems with Intelligent Reflecting Surfaces (IRS) is highly recommended due to its significant benefits in reducing communication losses for Non-Line-of-Sight (NLoS) conditions. However, the use of passive IRS presents [...] Read more.
For the deployment of Sixth Generation (6G) networks, integrating Massive Multiple-Input Multiple-Output (Massive MIMO) systems with Intelligent Reflecting Surfaces (IRS) is highly recommended due to its significant benefits in reducing communication losses for Non-Line-of-Sight (NLoS) conditions. However, the use of passive IRS presents challenges in channel estimation, mainly due to the significant feedback overhead required in Frequency Division Duplex (FDD)-based Massive MIMO systems. To address these challenges, this paper introduces a novel Denoising Gated Recurrent Unit with a Dropout-based Channel state information Network (DGD-CNet). The proposed DGD-CNet model is specifically designed for FDD-based IRS-aided Massive MIMO systems, aiming to reduce the feedback overhead while improving the channel estimation accuracy. By leveraging the Dropout (DO) technique with the Gated Recurrent Unit (GRU), the DGD-CNet model enhances the channel estimation accuracy and effectively captures both spatial structures and time correlation in time-varying channels. The results show that the proposed DGD-CNet model outperformed existing models in the literature, achieving at least a 26% improvement in Normalized Mean Square Error (NMSE), a 2% increase in correlation coefficient, and a 4% in system accuracy under Low-Compression Ratio (Low-CR) in indoor situations. Additionally, the proposed model demonstrates effectiveness across different CRs and in outdoor scenarios. Full article
(This article belongs to the Section Communications)
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<p>IRS-aided Massive MIMO system.</p>
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<p>DL-based CSI encoder–decoder framework and the CSI feedback process.</p>
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<p>CsiNet-DeCNN model with a (<b>a</b>) Denoising Encoder and (<b>b</b>) Denoising Decoder.</p>
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<p>CsiNet-DeCNN model with a (<b>a</b>) Denoising Encoder and (<b>b</b>) Denoising Decoder.</p>
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<p>GRU and its architecture.</p>
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<p>The proposed DGD-CNet model.</p>
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<p>Flow chart of the training and testing process for the proposed DGD-CNet model.</p>
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<p>NMSE (dB) comparison of the proposed DGD-CNet model and other DL-based models at different CRs: (<b>a</b>) indoor and (<b>b</b>) outdoor at SNR = 5 dB. The red color represents the lowest NMSE value.</p>
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<p>NMSE (dB) comparison of the proposed DGD-CNet model and other DL-based models at different SNR for outdoor situations.</p>
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40 pages, 4416 KiB  
Review
A Review on Millimeter-Wave Hybrid Beamforming for Wireless Intelligent Transport Systems
by Waleed Shahjehan, Rajkumar Singh Rathore, Syed Waqar Shah, Mohammad Aljaidi, Ali Safaa Sadiq and Omprakash Kaiwartya
Future Internet 2024, 16(9), 337; https://doi.org/10.3390/fi16090337 - 14 Sep 2024
Viewed by 4197
Abstract
As the world braces for an era of ubiquitous and seamless connectivity, hybrid beamforming stands out as a beacon guiding the evolutionary path of wireless communication technologies. Several hybrid beamforming technologies are explored for millimeter-wave multiple-input multi-output (MIMO) communication. The aim is to [...] Read more.
As the world braces for an era of ubiquitous and seamless connectivity, hybrid beamforming stands out as a beacon guiding the evolutionary path of wireless communication technologies. Several hybrid beamforming technologies are explored for millimeter-wave multiple-input multi-output (MIMO) communication. The aim is to provide a roadmap for hybrid beamforming that enhances wireless fidelity. In this systematic review, a detailed literature review of algorithms/techniques used in hybrid beamforming along with performance metrics, characteristics, limitations, as well as performance evaluations are provided to enable communication compatible with modern Wireless Intelligent Transport Systems (WITSs). Further, an in-depth analysis of the mmWave hybrid beamforming landscape is provided based on user, link, band, scattering, structure, duplex, carrier, network, applications, codebook, and reflecting intelligent surfaces to optimize system design and performance across diversified user scenarios. Furthermore, the current research trends for hybrid beamforming are provided to enable the development of advanced wireless communication systems with optimized performance and efficiency. Finally, challenges, solutions, and future research directions are provided so that this systematic review can serve as a touchstone for academics and industry professionals alike. The systematic review aims to equip researchers with a deep understanding of the current state of the art and thereby enable the development of next-generation communication in WITSs that are not only adept at coping with contemporary demands but are also future-proofed to assimilate upcoming trends and innovations. Full article
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<p>Intelligent Transportation Systems (ITSs): the integration of satellite communication, millimeter-wave (mmWave) roadside units, and connected vehicles.</p>
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<p>MmWave-unmanned aerial vehicle (UAV) communications with scenarios such as aerial photography, surveillance, and remote sensing.</p>
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<p>Organization of the systematic review.</p>
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<p>In-depth analysis of Mm-wave hybrid beamforming landscape.</p>
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<p>Hybrid architecture with amplifiers [<a href="#B45-futureinternet-16-00337" class="html-bibr">45</a>].</p>
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<p>Subarray architecture [<a href="#B49-futureinternet-16-00337" class="html-bibr">49</a>,<a href="#B50-futureinternet-16-00337" class="html-bibr">50</a>].</p>
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<p>Muti-group hybrid beamforming design [<a href="#B60-futureinternet-16-00337" class="html-bibr">60</a>].</p>
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<p>Double analog combiner with low-resolution ADCs [<a href="#B62-futureinternet-16-00337" class="html-bibr">62</a>].</p>
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<p>Hybrid architecture [<a href="#B63-futureinternet-16-00337" class="html-bibr">63</a>].</p>
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<p>Subconnected architecture with switches [<a href="#B64-futureinternet-16-00337" class="html-bibr">64</a>].</p>
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<p>Fully connected architecture [<a href="#B64-futureinternet-16-00337" class="html-bibr">64</a>].</p>
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<p>Current trends in Mw-wave hybrid beamforming field.</p>
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<p>Challenges, solutions, and future research directions in Mw-wave hybrid beamforming field.</p>
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9 pages, 8090 KiB  
Article
Corrosion Failure Mechanism of 2507 Duplex Stainless Steel Circulation Pump Impeller
by Weihua Wang, Chengbao Hou, Jiaxing Li, Mingxiao Shi, Jiugong Chen and Gong Qian
Processes 2024, 12(9), 1897; https://doi.org/10.3390/pr12091897 - 4 Sep 2024
Viewed by 644
Abstract
The circulation pump in a distillation column is a core device in a material circulation system, and its stable operation is crucial for the production process. The impeller of the circulation pump is prone to failure due to long-term contact with corrosive media, [...] Read more.
The circulation pump in a distillation column is a core device in a material circulation system, and its stable operation is crucial for the production process. The impeller of the circulation pump is prone to failure due to long-term contact with corrosive media, and subjected to a large amount of material erosion, which severely challenges the safety control of the distillation reaction system. Focusing on the corrosion failure phenomenon of circulation pump impellers, the failure mechanism was studied by means of macroscopic inspection, chemical composition analysis, metallographic examination, scanning electron microscopy (SEM), and energy dispersive spectrometer (EDS). Results indicated that the corrosion of circulation pump impellers was the result of the combined effects of surface wear, cavitation, and halogen element corrosion. The medium in contact with the impeller contained chloride ions, fluoride ions, and solid particles. During circulation pump operation, a low-pressure zone formed at the inlet, generating numerous water vapor bubbles. These bubbles burst in the high-pressure zone, creating highly localized impact forces. Combined with the abrasive action of solid particles on the impeller surface, this led to the destruction of the passivation film and the formation of numerous small pits. These corrosion pits and the surrounding environment formed micro-galvanic corrosion cells with small anodes and large cathodes. Under the accelerated corrosion caused by fluoride and chloride ions, the corrosion process towards the inner wall of the impeller intensified, ultimately leading to impeller failure. This study clarified the corrosion failure mechanism and its root causes in the 2507 duplex stainless steel circulation pump impeller and proposes corresponding improvement recommendations, providing a scientific basis for preventing similar issues from occurring in the future. Full article
(This article belongs to the Section Manufacturing Processes and Systems)
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<p>Corrosion images of the circulation pump impeller: (<b>a</b>) overall morphology; (<b>b</b>) sampling site morphology; (<b>c</b>) enlarged view of pit at position ①; and (<b>d</b>) enlarged view of pit at position ②.</p>
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<p>Microstructure characterization of recirculation pump impeller: (<b>a</b>) microstructure; and (<b>b</b>) XRD spectrum.</p>
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<p>SEM morphology and energy spectrum analysis results of circulation pump impeller: (<b>a</b>) overall morphology; (<b>b</b>,<b>c</b>) corrosion scale layer; and (<b>d</b>) corrosion products.</p>
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<p>SEM morphology near corrosion pits on circulation pump impeller: (<b>a</b>,<b>b</b>) corrosion pits; ① edges of the pits; ②–③ bottoms of the pits; ④ corrosion products inside the pit.</p>
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<p>EDS results near corrosion pit of circulation pump impeller in <a href="#processes-12-01897-f004" class="html-fig">Figure 4</a>a,b: (<b>a</b>) EDS results at ① point position; (<b>b</b>) EDS results at ② point position; (<b>c</b>) EDS results at ③ point position; and (<b>d</b>) EDS results at ④ point position.</p>
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<p>Schematic diagram of cavitation principle of recirculation pump impeller.</p>
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<p>Corrosion principle of circulation pump impeller.</p>
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17 pages, 10211 KiB  
Article
Digital Self-Interference Cancellation for Full-Duplex Systems Based on CNN and GRU
by Jun Liu and Tian Ding
Electronics 2024, 13(15), 3041; https://doi.org/10.3390/electronics13153041 - 1 Aug 2024
Viewed by 792
Abstract
Self-interference (SI) represents a bottleneck in the performance of full-duplex (FD) communication systems, necessitating robust offsetting techniques to unlock the potential of FD systems. Currently, deep learning has been leveraged within the communication domain to address specific challenges and enhance efficiency. Inspired by [...] Read more.
Self-interference (SI) represents a bottleneck in the performance of full-duplex (FD) communication systems, necessitating robust offsetting techniques to unlock the potential of FD systems. Currently, deep learning has been leveraged within the communication domain to address specific challenges and enhance efficiency. Inspired by this, this paper reviews the self-interference cancellation (SIC) process in the digital domain focusing on SIC capability. The paper introduces a model architecture that integrates CNN and gated recurrent unit (GRU), while also incorporating residual networks and self-attention mechanisms to enhance the identification and elimination of SI. This model is named CGRSA-Net. Firstly, CNN is employed to capture local signal features in the time–frequency domain. Subsequently, a ResNet module is introduced to mitigate the gradient vanishing problem. Concurrently, GRU is utilized to dynamically capture and retain both long- and short-term dependencies during the communication process. Lastly, by integrating the self-attention mechanism, attention weights are flexibly assigned when processing sequence data, thereby focusing on the most important parts of the input sequence. Experimental results demonstrate that the proposed CGRSA-Net model achieves a minimum of 28% improvement in nonlinear SIC capability compared to polynomial and existing neural network-based eliminator. Additionally, through ablation experiments, we demonstrate that the various modules utilized in this paper effectively learn signal features and further enhance SIC performance. Full article
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<p>Overall flow chart of the article.</p>
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<p>Full-duplex system model.</p>
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<p>CNN model structure.</p>
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<p>Residual block.</p>
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<p>GRU structure.</p>
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<p>Self-attention structure.</p>
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<p>The proposed SIC model.</p>
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<p>PSD of the SI after applying cancellation schemes.</p>
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<p>Loss value curves.</p>
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<p>PSD of the SI after applying various cancellation schemes.</p>
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