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Keywords = point-to-multipoint communication

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14 pages, 3854 KiB  
Article
Concurrent Direct Inter-ONU and Upstream Communications in IMDD PONs Incorporating P2MP Flexible Optical Transceivers and Advanced Passive Remote Nodes
by Wei Jin, Lin Chen, Jiaxiang He, Roger Philip Giddings, Yi Huang, Ming Hao, Md. Saifuddin Faruk, Xingwen Yi, Tingyun Wang and Jianming Tang
Photonics 2024, 11(11), 1021; https://doi.org/10.3390/photonics11111021 - 30 Oct 2024
Viewed by 456
Abstract
Driven by a large number of emerging diversified services, in the 5G and beyond era, concurrent direct inter-ONU and upstream communications inside a PON-based mobile access network are highly desirable to provide dynamic, ultra-dense, and fast ONU-to-ONU (without involving an OLT) and ONU-to-OLT [...] Read more.
Driven by a large number of emerging diversified services, in the 5G and beyond era, concurrent direct inter-ONU and upstream communications inside a PON-based mobile access network are highly desirable to provide dynamic, ultra-dense, and fast ONU-to-ONU (without involving an OLT) and ONU-to-OLT connections. To cost-effectively deliver highly dynamic and low latency direct inter-ONU communications, this paper proposes and experimentally demonstrates novel concurrent direct inter-ONU and upstream communications in an upstream 27 km, >62.47 Gbit/s IMDD PON. For supporting inter-ONU communications between a large number of ONUs, an advanced passive remote node is also proposed. Based on different passive optical components, this remote node can be implemented using two approaches, which can, respectively, reduce the inter-ONU signal power losses by >12.2 dB and >16.6 dB (for 128 ONUs) in comparison with existing inter-ONU communication techniques’ remote nodes. In each ONU and OLT, a single pair of cascaded IFFT/FFT-based point-to-multipoint (P2MP) flexible optical transceivers are employed to simultaneously and dynamically establish multiple ONU-to-ONU and ONU-to-OLT communications according to actual users’ requirements. Experimental results show that the proposed network has excellent robustness against various transmission system impairments, including chromatic dispersion, the Rayleigh and Brillouin backscattering effects, and the channel interference effects. For each ONU, dynamic channel allocation can be made without compromising its overall performance. Full article
(This article belongs to the Section Optical Communication and Network)
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<p>Schematic diagram of the proposed concurrent direct inter-ONU and upstream communication techniques in IMDD PONs. The DSP-enabled multi-channel aggregation/de-aggregation techniques are presented in <a href="#photonics-11-01021-f002" class="html-fig">Figure 2</a>. The advanced remote node (ARN) architectures are given in <a href="#photonics-11-01021-f003" class="html-fig">Figure 3</a>.</p>
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<p>Operating principle of the cascaded IFFT/FFT-based multi-channel aggregation/de-aggregation technique embedded in the P2MP flexible optical transceivers. (<b>a</b>) Multi-channel aggregation, (<b>b</b>) multi-channel de-aggregation.</p>
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<p>(<b>a</b>) Advanced passive remote node architectures for PONs accommodating X ONUs, and (<b>b</b>)/(<b>c</b>) two practical advanced remote node sub-structure implementations (Sub-structure-1/Sub-structure-2). (<b>d</b>) Conventional remote nodes reported in [<a href="#B15-photonics-11-01021" class="html-bibr">15</a>,<a href="#B16-photonics-11-01021" class="html-bibr">16</a>].</p>
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<p>Experimental setup of a 27 km, 62.47 Gbit/s upstream IMDD PON with inter-ONU communications. (<b>a</b>–<b>d</b>): Electrical signal spectra. (<b>e</b>,<b>f</b>): Optical signal spectra. (<b>g</b>–<b>i</b>): The Brillouin backscattering effects with all the channels being switched off. Blue/Orange: electrical/optical signal spectra.</p>
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<p>Transmission performances of (<b>a</b>) inter-ONU communications and (<b>b</b>) upstream communications.</p>
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<p>Impact of the channel interference effects between ONUs adopting different optical signal modulation techniques. CH1/CH2: direct inter-ONU communication. CH3/CH4: upstream communication.</p>
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<p>(<b>a</b>) Maximum achievable aggregated network capacities for three different channel allocation cases, and (<b>b</b>)/(<b>c</b>) corresponding channel capacity for ONU1/ONU2. The received optical power: −2 dBm. US: upstream communication.</p>
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19 pages, 16985 KiB  
Article
Farm Monitoring System with Drones and Optical Camera Communication
by Shinnosuke Kondo, Naoto Yoshimoto and Yu Nakayama
Sensors 2024, 24(18), 6146; https://doi.org/10.3390/s24186146 - 23 Sep 2024
Viewed by 941
Abstract
Drones have been attracting significant attention in the field of agriculture. They can be used for various tasks such as spraying pesticides, monitoring pests, and assessing crop growth. Sensors are also widely used in agriculture to monitor environmental parameters such as soil moisture [...] Read more.
Drones have been attracting significant attention in the field of agriculture. They can be used for various tasks such as spraying pesticides, monitoring pests, and assessing crop growth. Sensors are also widely used in agriculture to monitor environmental parameters such as soil moisture and temperature. Due to the high cost of communication infrastructure and radio-wave modules, the adoption of high-density sensing systems in agriculture is limited. To address this issue, we propose an agricultural sensor network system using drones and Optical Camera Communication (OCC). The idea is to transmit sensor data from LED panels mounted on sensor nodes and receive the data using a drone-mounted camera. This enables high-density sensing at low cost and can be deployed in areas with underdeveloped infrastructure and radio silence. We propose a trajectory control algorithm for the receiving drone to efficiently collect the sensor data. From computer simulations, we confirmed that the proposed algorithm reduces total flight time by 30% compared to a shortest-path algorithm. We also conducted a preliminary experiment at a leaf mustard farm in Kamitonda-cho, Wakayama, Japan, to demonstrate the effectiveness of the proposed system. We collected 5178 images of LED panels with a drone-mounted camera to train YOLOv5 for object detection. With simple On–Off Keying (OOK) modulation, we achieved sufficiently low bit error rates (BERs) under 103 in the real-world environment. The experimental results show that the proposed system is applicable for drone-based sensor data collection in agriculture. Full article
(This article belongs to the Section Internet of Things)
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<p>Conceptual system architecture (Orange arrows: drone trajectory).</p>
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<p>Block diagram of proposed system.</p>
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<p>Perspective transformation to image plane.</p>
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<p>Ground coverage of drone-mounted camera (a: top length, b: bottom length, c: height of trapezoid).</p>
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<p>Concept of trajectory control algorithm.</p>
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<p>Total trajectory length.</p>
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<p>Total travel time.</p>
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<p>Experimental setup.</p>
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<p>Sensor node.</p>
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<p>Sensor node taken from drone.</p>
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<p>Sensor node placement (Red point: sensor node, Orange arrow: drone trajectory).</p>
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<p>Recognition accuracy of the LED panels.</p>
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<p>Bit error rate with threshold of <math display="inline"><semantics> <mrow> <mn>1</mn> <mo>×</mo> <msup> <mn>10</mn> <mrow> <mo>−</mo> <mn>3</mn> </mrow> </msup> </mrow> </semantics></math>.</p>
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25 pages, 10401 KiB  
Article
Design and Application Research of a UAV-Based Road Illuminance Measurement System
by Songhai Xu, Nianyu Zou, Qipeng He, Xiaoyang He, Kexian Li, Min Cheng and Kai Liu
Automation 2024, 5(3), 407-431; https://doi.org/10.3390/automation5030024 - 22 Aug 2024
Viewed by 882
Abstract
This paper presents a UAV-based road illumination measurement system and evaluates its performance through experiments. The system employs a HUBSAN Zino 2+ UAV, STM32F103RCT6 microcontroller, BH1750 illuminance sensor, and GPS and integrates flight, processing, measurement, cloud platform, obstacle avoidance, communication, and power supply [...] Read more.
This paper presents a UAV-based road illumination measurement system and evaluates its performance through experiments. The system employs a HUBSAN Zino 2+ UAV, STM32F103RCT6 microcontroller, BH1750 illuminance sensor, and GPS and integrates flight, processing, measurement, cloud platform, obstacle avoidance, communication, and power supply units via the OneNET cloud platform. Both hardware and software designs were implemented, using the Z-score algorithm to handle outliers in illumination data. The system showed a single-point measurement error rate of 1.14% and a MAPE of 5.08% for multi-point measurements. In experiments, the system’s horizontal and vertical illuminance RMSE were 1.92 lx and 1.75 lx, respectively. The real-time visualization interface improved operational efficiency, cutting labor costs by half and time costs by nearly four-fifths. UAV control and monitoring from the roadside ensured safety during measurements. The system’s efficiency and wide measurement range enabled extended experiments, collecting illuminance data across multiple horizontal and vertical planes. This resulted in the creation of both horizontal and innovative vertical-plane illuminance distribution maps. These findings provide valuable data for evaluating road lighting quality, enhancing road traffic safety, and improving road illumination design. Full article
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<p>STM32F103RCT6 as the core processing unit.</p>
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<p>UAV illuminance acquisition system structure diagram.</p>
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<p>The communication and structure diagram of the UAV illuminance measurement system.</p>
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<p>Cloud platform construction process.</p>
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<p>Communication programming.</p>
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<p>Illuminance acquisition program design.</p>
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<p>Obstacle avoidance programming.</p>
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<p>Outlier handling process design.</p>
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<p>System physical hardware.</p>
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<p>Cloud platform visualization window.</p>
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<p>The system performs single-point illuminance data measurements.</p>
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<p>Illuminance data comparison.</p>
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<p>Road lighting distribution diagram.</p>
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<p>Schematic diagram of measuring points.</p>
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<p>The horizontal illuminance distribution chart on the ground.</p>
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<p>The vertical illuminance distribution chart at 1.5 m.</p>
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<p>System measurement diagram.</p>
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<p>Horizontal illumination distribution diagram. (<b>a</b>) Ground horizontal illumination, (<b>b</b>) 1 m horizontal illumination, (<b>c</b>) 1.5 m horizontal illumination, and (<b>d</b>) 2 m horizontal illumination.</p>
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<p>Horizontal illumination distribution diagram. (<b>a</b>) Ground horizontal illumination, (<b>b</b>) 1 m horizontal illumination, (<b>c</b>) 1.5 m horizontal illumination, and (<b>d</b>) 2 m horizontal illumination.</p>
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<p>Illuminance distribution above the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the south side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the south side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the east side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the east side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the west side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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<p>Illuminance distribution on the west side of the vertical plane, showing (<b>a</b>) vertical plane 1, (<b>b</b>) vertical plane 2, and (<b>c</b>) vertical plane 3.</p>
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25 pages, 9684 KiB  
Article
Spatial Distribution Characteristics and Driving Factors of Little Giant Enterprises in China’s Megacity Clusters Based on Random Forest and MGWR
by Jianshu Duan, Zhengxu Zhao, Youheng Xu, Xiangting You, Feifan Yang and Gang Chen
Land 2024, 13(7), 1105; https://doi.org/10.3390/land13071105 - 22 Jul 2024
Viewed by 870
Abstract
As a representative of potential “hidden champions”, a concept originating in Germany, specialized and innovative Little Giant Enterprises (LGEs) have become exemplary models for small and medium-sized enterprises (SMEs) in China. These enterprises are regarded as crucial support for realizing the strategy of [...] Read more.
As a representative of potential “hidden champions”, a concept originating in Germany, specialized and innovative Little Giant Enterprises (LGEs) have become exemplary models for small and medium-sized enterprises (SMEs) in China. These enterprises are regarded as crucial support for realizing the strategy of building a strong manufacturing country and addressing the weaknesses in key industrial areas. This paper begins by examining urban agglomerations, which serve as the main spatial carriers for industrial restructuring and high-quality development in manufacturing. Based on data from LGEs in the Yangtze River Delta (YRD) and Pearl River Delta (PRD) urban agglomerations from 2019 to 2023, the study employs the Random Forest (RF) and Multi-scale Geographically Weighted Regression (MGWR) methods to conduct a comparative analysis of their spatial patterns and influencing factors. The results are as follows: (1) LGEs exhibit spatial clustering in both the YRD and PRD regions. Enterprises in the YRD form a “one-axis-three-core” pattern within a distance of 65 km, while enterprises in the PRD present a “single-axis” pattern within a distance of 30 km, with overall high clustering intensity. (2) The YRD is dominated by traditional manufacturing and supplemented by high-tech services. In contrast, the PRD has a balanced development of high-tech manufacturing and services. Enterprises in different industries are generally characterized by a “multi-point clustering” characteristic, of which the YRD displays a multi-patch distribution and the PRD a point–pole distribution. (3) Factors such as industrial structure, industrial platforms, and logistics levels significantly affect enterprise clustering and exhibit scale effects differences between the two urban clusters. Factors such as industrial platforms, logistics levels, and dependence on foreign trade show positive impacts, while government fiscal expenditure shows a negative impact. Natural geographical location factors exhibit opposite effects in the two regions but are not the primary determinants of enterprise distribution. Each region should leverage its own strengths, improve urban coordination and communication mechanisms within the urban cluster, strengthen the coordination and linkage of the manufacturing industry chain upstream and downstream, and promote high-tech industries, thereby enhancing economic resilience and regional competitiveness. Full article
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<p>Sketch map of study area.</p>
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<p>The Distribution of Enterprises in the YRD and PRD.</p>
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<p>Flowchart of the research framework.</p>
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<p>LGEs’ Ripley’s L(d) function analysis.</p>
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<p>The kernel density distribution and hot spot analysis of LGEs in the YRD.</p>
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<p>The kernel density distribution and hot spot analysis of LGEs in the PRD.</p>
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<p>LGE industry distribution of YRD and PRD.</p>
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<p>Kernel Density Distribution of LGEs by Industry.</p>
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<p>Kernel Density Distribution of LGEs by Industry.</p>
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<p>The relative importance of influencing factors in the YRD and PRD regions.</p>
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<p>Patterns of spatial differentiation in factors influencing the distribution of LGEs in the YRD.</p>
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<p>Patterns of spatial differentiation in factors influencing the distribution of LGEs in the PRD.</p>
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20 pages, 2755 KiB  
Technical Note
Cluster-Based Strategy for Maximizing the Sum-Rate of a Distributed Reconfigurable Intelligent Surface (RIS)-Assisted Coordinated Multi-Point Non-Orthogonal Multiple-Access (CoMP-NOMA) System
by Qingqing Yang, Qiuhua Zhang and Yi Peng
Sensors 2024, 24(11), 3644; https://doi.org/10.3390/s24113644 - 4 Jun 2024
Viewed by 708
Abstract
This article proposes a distributed intelligent Coordinated Multi-Point Non-Orthogonal Multiple-Access (CoMP-NOMA) collaborative transmission model with the assistance of reconfigurable intelligent surfaces (RISs) to address the issues of poor communication quality, low fairness, and high system power consumption for edge users in multi-cellular networks. [...] Read more.
This article proposes a distributed intelligent Coordinated Multi-Point Non-Orthogonal Multiple-Access (CoMP-NOMA) collaborative transmission model with the assistance of reconfigurable intelligent surfaces (RISs) to address the issues of poor communication quality, low fairness, and high system power consumption for edge users in multi-cellular networks. By analyzing the interaction mechanisms and influencing factors among RIS signal enhancement, NOMA user scheduling, and multi-point collaborative transmission, the model establishes RIS-enhanced edge user grouping and coordinates NOMA user clusters based on this. In the multi-cell RIS-assisted JT-CoMP NOMA downlink transmission, joint optimization of the power allocation (PA), user clustering (UC), and RIS phase-shift matrix design (PS) poses a challenging Mixed-Integer Non-Linear Programming (MINLP) problem. The original problem is decomposed by optimizing the formulas into joint sub-problems of PA, UC, and PA and PS, and solved using an alternating optimization approach. Simulation results demonstrate that the proposed scheme effectively reduces the system’s power consumption while significantly improving the system’s throughput and rates. Full article
(This article belongs to the Section Communications)
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<p>System model.</p>
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<p>The impact of RIS user grouping on the system, L = 25.</p>
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<p>The relationship between the system’s rate and transmission power, L = 25.</p>
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<p>The relationship between CoMP users, rate, and transmission power.</p>
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<p>The relationship between transmission power and reflecting units.</p>
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<p>The relationship between the system rate and the users.</p>
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<p>Comparison of experimental studies in the literature Mohamed, E., 2022 [<a href="#B22-sensors-24-03644" class="html-bibr">22</a>], Wang, H., 2022 [<a href="#B18-sensors-24-03644" class="html-bibr">18</a>] on changes in the system sum-rate with an increasing number of users at different powers.</p>
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23 pages, 6130 KiB  
Article
Sustainable Development in Gansu Province: Theil Index and Cluster Analysis
by Peng Cao and Haijun Tao
Sustainability 2024, 16(11), 4518; https://doi.org/10.3390/su16114518 - 26 May 2024
Cited by 1 | Viewed by 1323
Abstract
With the advancement of the rural revitalization strategy, counties have emerged as vital platforms for supporting rural revitalization, underscoring the increasing importance of sustainable development in their economies. It is imperative to evaluate the sustainable development potential of county economies and implement precise [...] Read more.
With the advancement of the rural revitalization strategy, counties have emerged as vital platforms for supporting rural revitalization, underscoring the increasing importance of sustainable development in their economies. It is imperative to evaluate the sustainable development potential of county economies and implement precise measures accordingly. This paper selects relevant economic development indicators from 2016 to 2020 for 76 counties in Gansu Province, constructs an evaluation system for assessing their sustainable development potential, and employs methods such as the Theil index, spatial autocorrelation, principal component analysis, and cluster grouping classification. The evaluation considers three aspects: the county economic development gap, the development potential score, and cluster analysis. The findings reveal that the economic development of Gansu Province’s counties exhibits spatial characteristics of multi-point flowering and scattered distribution, with relatively weak communication and development between surrounding counties. Over the five-year period, significant disparities in economic development among Gansu Province’s counties are evident. Liangzhou District ranks highest in county economic development, while other counties with robust economic development are primarily concentrated in the Lanzhou–Baiyin metropolitan area, the Tianshui metropolitan area, the west entrance of the Hexi Corridor economic belt, and the Qingyang–Pingliang group area. These counties exhibit a spatial pattern of agglomeration towards the central and eastern regions. Moreover, some counties in the southeastern region of Longdong demonstrate promising economic development potential, forming an initial scale of contiguous development. This indicates favorable prospects for sustainable development in the region’s county economy. Full article
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<p>Topography of the study area.</p>
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<p>Spatial distribution of per capita GDP of county economies in Gansu Province from 2016 to 2020.</p>
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<p>LISA aggregation map of per capita GDP in counties of Gansu Province from 2016 to 2020.</p>
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<p>Analysis of absolute gap in county economies of Gansu Province from 2006 to 2020.</p>
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<p>Analysis of the Theil index of the county economies in Gansu Province from 2016 to 2020.</p>
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<p>Gap analysis of sustainable development trends of county economies in Gansu Province.</p>
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<p>Spatial distribution of comprehensive scores of sustainable development potential of county economies in Gansu Province.</p>
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<p>Classification map of county groups in Gansu Province.</p>
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13 pages, 498 KiB  
Article
An Efficient Block Successive Upper-Bound Minimization Algorithm for Caching a Reconfigurable Intelligent Surface-Assisted Downlink Non-Orthogonal Multiple Access System
by Xuan Zhou
Electronics 2024, 13(4), 791; https://doi.org/10.3390/electronics13040791 - 18 Feb 2024
Cited by 1 | Viewed by 947
Abstract
With the booming rollout of 5G communication, abundant new technologies have been proposed for quality of service requirements. In terms of the betterment in transmission coverage, mobile edge caching (MEC) has shown potential in reducing the transmission outage. The performance of MEC, meanwhile, [...] Read more.
With the booming rollout of 5G communication, abundant new technologies have been proposed for quality of service requirements. In terms of the betterment in transmission coverage, mobile edge caching (MEC) has shown potential in reducing the transmission outage. The performance of MEC, meanwhile, can be promisingly enhanced by reconfigurable intelligent surfaces (RIS). Under this context, we explore a system comprising a small base-station (SBS) with limited cache capacity, two users, and one RIS. The SBS transmits the contents from the cache or fetches them from the remote backhaul hub to communicate with users through directional and possibly reflective channels. In this point-to-multipoint connection, non-orthogonal multiple access (NOMA) is applied, improving the capacity of the system. To minimize the outage probability, we first propose a caching policy from entropy perspective, based on which we investigate the beamforming and power allocation problem. The issue, however, is non-convex and involves multi-dimensional optimization. To address this, we introduce an efficient block successive upper-bound minimization algorithm, grounded in Gershgorin’s circle theorem. This algorithm aims to find the globally optimal solution for power allocation and RIS beamformer, considering both the channel condition and content popularity. Numerical studies are performed to verify the effectiveness of the proposed algorithm. Full article
(This article belongs to the Special Issue 5G and 6G Wireless Systems: Challenges, Insights, and Opportunities)
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<p>Illustration of the RIS-aided mobile edge caching.</p>
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<p>A graphic demonstration of the proposed algorithm.</p>
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<p>Illustration of the topology setting.</p>
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<p>Transmission outage probability versus beamformer ID.</p>
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<p>Outage versus power ratio allocated to the near-side user.</p>
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<p>Performance comparison with different content number.</p>
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<p>Performance comparison with different RIS element number.</p>
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16 pages, 1810 KiB  
Article
Characterisation of a Silicon Photomultiplier Based Oncological Brachytherapy Fibre Dosimeter
by Massimo Caccia, Agnese Giaz, Marco Galoppo, Romualdo Santoro, Micheal Martyn, Carla Bianchi, Raffaele Novario, Peter Woulfe and Sinead O’Keeffe
Sensors 2024, 24(3), 910; https://doi.org/10.3390/s24030910 - 30 Jan 2024
Cited by 5 | Viewed by 1715
Abstract
Source localisation and real-time dose verification are at the forefront of medical research in brachytherapy, an oncological radiotherapy procedure based on radioactive sources implanted in the patient body. The ORIGIN project aims to respond to this medical community’s need by targeting the development [...] Read more.
Source localisation and real-time dose verification are at the forefront of medical research in brachytherapy, an oncological radiotherapy procedure based on radioactive sources implanted in the patient body. The ORIGIN project aims to respond to this medical community’s need by targeting the development of a multi-point dose mapping system based on fibre sensors integrating a small volume of scintillating material into the tip and interfaced with silicon photomultipliers operated in counting mode. In this paper, a novel method for the selection of the optimal silicon photomultipliers to be used is presented, as well as a laboratory characterisation based on dosimetric figures of merit. More specifically, a technique exploiting the optical cross-talk to maintain the detector linearity in high-rate conditions is demonstrated. Lastly, it is shown that the ORIGIN system complies with the TG43-U1 protocol in high and low dose rate pre-clinical trials with actual brachytherapy sources, an essential requirement for assessing the proposed system as a dosimeter and comparing the performance of the system prototype against the ORIGIN project specifications. Full article
(This article belongs to the Section Physical Sensors)
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<p>As an exemplary illustration showing the average signal of a single photo-electron signal obtained with the PM1125 SiPM before and after the PZC circuit. PZC reduces the signal duration from ∼150 ns to ∼35 ns.</p>
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<p>Schematic configuration of the experimental set-up.</p>
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<p>Response function of the SiPMs at 0.5 p.e. trigger threshold. The lines represent the linear fit. Points were excluded in the linear fit to have a <math display="inline"><semantics> <mrow> <msup> <mover accent="true"> <mi>χ</mi> <mo>¯</mo> </mover> <mn>2</mn> </msup> <mo>&lt;</mo> <mn>2.7</mn> </mrow> </semantics></math>.</p>
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<p>Response function of the SiPMs at 1.5 p.e. trigger threshold. The lines represent the linear fit.</p>
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<p>Drawing of the phantom used during the measurements. The blue dot identifies the position of the scintillating tip of the sensor.</p>
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<p>PCR curves obtained in the pre-clinical trials. The left panel shows the curves obtained with a threshold of 0.5 p.e. and those with a threshold of 1.5 p.e. are shown on the right For the sake of clarity, results for distances y = 0.5, 1 and 2 cm are shown on the top row while data for y = 3 and 5 cm are on the bottom row.</p>
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<p>Geometry for the definition of <math display="inline"><semantics> <mrow> <mi>G</mi> <mo>(</mo> <mi>r</mi> <mo>,</mo> <mi>θ</mi> <mo>)</mo> </mrow> </semantics></math>. <span class="html-italic">r</span> is the radial distance from the centre point of the seed (M) to the point of interest (S), <math display="inline"><semantics> <mrow> <mi>θ</mi> <mo>,</mo> <msub> <mi>θ</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>θ</mi> <mn>2</mn> </msub> </mrow> </semantics></math> and <math display="inline"><semantics> <mi>β</mi> </semantics></math> are the angles of interest, with the first being the azimuthal angle. A and B represent the endpoints of the source, and L is its total length.</p>
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<p>Energy dependence correction curves for the sensor placed at a 2 cm distance from the source tunnel. The left panel shows the result obtained for 0.5 p.e. detection threshold and the right panel the one for a 1.5. p.e.. The error bars represent the spread of the underlying distribution.</p>
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<p>Energy dependence correction curves for the sensor placed at a 1 cm distance from the source tunnel. The left panel shows the result obtained for 0.5 p.e. of detection threshold, and the right panel the one for a 1.5. p.e.. The error bars represent the spread of the underlying distribution.</p>
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<p>Fit of the <math display="inline"><semantics> <msub> <mrow> <mi mathvariant="normal">P</mi> <mi mathvariant="normal">C</mi> <mi mathvariant="normal">R</mi> </mrow> <mrow> <mi>S</mi> <mi>y</mi> <mi>m</mi> </mrow> </msub> </semantics></math> curve obtained from the merger of the data at all the y-values for which the stem effect is negligible as a function of the distance. We obtain <math display="inline"><semantics> <mrow> <msup> <mover accent="true"> <mi>χ</mi> <mo>¯</mo> </mover> <mn>2</mn> </msup> <mo>≅</mo> <mn>1.17</mn> </mrow> </semantics></math>.</p>
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<p>Schematic view of water phantom setup employed in LDR measurements [<a href="#B27-sensors-24-00910" class="html-bibr">27</a>].</p>
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<p>PCR curve obtained in the pre-clinical trial.</p>
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<p>Ratios between the measured PCR and the TG41-U1 prediction. The error bars represent the spread of the underlying distribution.</p>
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<p>Fit of the PCR as a function of the distance.</p>
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22 pages, 8826 KiB  
Article
Remote Low-Cost Differential Isolated Probe for Voltage Measurements
by Diego Antolín-Cañada, Francisco Jose Perez-Cebolla, Daniel Eneriz, Belén Calvo and Nicolás Medrano
Appl. Sci. 2024, 14(2), 589; https://doi.org/10.3390/app14020589 - 10 Jan 2024
Viewed by 1271
Abstract
The growing development of communication technologies has given rise to the Internet of Things, which has led to the emergence of new cities, smart grids, and smart buildings, and the development of energy generation using renewable sources, as well as the emergence of [...] Read more.
The growing development of communication technologies has given rise to the Internet of Things, which has led to the emergence of new cities, smart grids, and smart buildings, and the development of energy generation using renewable sources, as well as the emergence of new electrical loads such as the electric car. These advances give rise to the need for new media devices with remote communication, and require a greater control and monitoring of the state of the electrical grid in order to verify its correct state, as well as the detection of faults or alterations that are occurring in it due to these new generation systems or new loads. These remote, unsupervised measurement devices require galvanic isolation to protect the measurement and communication system, so that even if there is a break in the isolation, the integrity of the measurement and communication system is maintained. In addition, as it is a device prepared for multipoint measurement, the cost of the probe must be contained. This article details the design, implementation, and validation of a low-cost remote isolated differential voltage probe. This probe is intended for monitoring at network supply points, as well as for the verification of the European standard EN 50160 as a means of detecting disturbances in network behaviour. Its characteristics as a differential and isolated probe provide it with the possibility of floating voltage averaging, guaranteeing the integrity of the electronics of the low-voltage probe, i.e., the digitalisation and communication system. The measurements collected are sent via an MQTT protocol, which makes the remote probe a device compatible with the Internet of Energy. For the validation of the probe, a full functional test is performed, including FFT spectral analysis to verify the compliance of the mains voltage with the aforementioned European standard EN 50160. Full article
(This article belongs to the Section Electrical, Electronics and Communications Engineering)
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<p>Design block diagram. The differential input (left) attenuates the high voltages to be measured before they are sent to the amplifier, which isolates the input from the rest of the probe electronics.</p>
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<p>Simplified block diagram of ISO122P requirements.</p>
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<p>Power supply block diagram.</p>
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<p>Attenuation and input protection block diagram.</p>
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<p>Attenuation and input protection circuit scheme.</p>
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<p>Conditioning stage block diagram for oscilloscope connection.</p>
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<p>Circuit schemes of conditioning circuit stages: (<b>a</b>) offset compensation, (<b>b</b>) amplification stage, and (<b>c</b>) Sallen–Key filter.</p>
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<p>Circuit schemes of conditioning circuit stages: (<b>a</b>) offset compensation, (<b>b</b>) amplification stage, and (<b>c</b>) Sallen–Key filter.</p>
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<p>Conditioning stage block diagram for microcontroller connection.</p>
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<p>Circuit schemes of conditioning circuit stages: (<b>a</b>) attenuation stage and (<b>b</b>) offset addition stage.</p>
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<p>Circuit schemes of conditioning circuit stages: (<b>a</b>) attenuation stage and (<b>b</b>) offset addition stage.</p>
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<p>(<b>a</b>) PCB of the developed low-cost differential probe. (<b>b</b>) Box container of the proposed low-cost differential probe.</p>
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<p>Experimental setup to test the proposed probe using a Ward Leonard system.</p>
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<p>Ward Leonard experimental measurements. Oscilloscope screenshots for signals (<b>a</b>) 150 V amplitude and 16 Hz frequency AC signal. (<b>b</b>) 230 V and a frequency of 33 Hz. (<b>c</b>) 230 V and a frequency of 33 Hz and load current.</p>
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<p>Three-phase-controlled rectifier scheme.</p>
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<p>Experimental setup to test the operation of the proposed probe using a three-phase-controlled rectifier bridge.</p>
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<p>Three-phase-controlled rectifier experimental measurements. (<b>a</b>) 0° degree shooting angle control. (<b>b</b>) 60° degree shooting angle control. (<b>c</b>) 90° degree shooting angle control. (<b>d</b>) More than 90° degree shooting angle control. (<b>e</b>) Detail of 90° degree shooting angle control.</p>
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<p>Arbitrary function generator test and harmonic analysis. (<b>a</b>) Main voltage signal and harmonics 3, 5 and 7. (<b>b</b>) FFT of the oscilloscope of the signal of (<b>a</b>). (<b>c</b>) Main voltage signal and harmonics 10 and 25. (<b>d</b>) FFT of the oscilloscope of the signal of (<b>c</b>). (<b>e</b>) Main voltage signal and harmonics 2, 4 and 22. (<b>f</b>) FFT of the oscilloscope of the signal of (<b>e</b>).</p>
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<p>Arbitrary function generator test and harmonic analysis. (<b>a</b>) Main voltage signal and harmonics 3, 5 and 7. (<b>b</b>) FFT of the oscilloscope of the signal of (<b>a</b>). (<b>c</b>) Main voltage signal and harmonics 10 and 25. (<b>d</b>) FFT of the oscilloscope of the signal of (<b>c</b>). (<b>e</b>) Main voltage signal and harmonics 2, 4 and 22. (<b>f</b>) FFT of the oscilloscope of the signal of (<b>e</b>).</p>
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<p>MQTT connectivity block diagram.</p>
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<p>Algorithm diagram.</p>
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<p>Comparison between commercial and designed probe, with and without gain error compensation.</p>
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<p>FFT: Theorical voltage (blue), commercial probe voltage (red), and proposed probe voltage (green).</p>
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<p>MQTT connectivity block diagram for multipoint measurement.</p>
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<p>FFT for simultaneous multipoint measurement: (<b>a</b>) Probe #1, (<b>b</b>) Probe #2, and (<b>c</b>) Probe #3.</p>
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16 pages, 2398 KiB  
Article
A Novel Edge Cache-Based Private Set Intersection Protocol via Lightweight Oblivious PRF
by Jing Zhang, Li Yang, Yongli Tang, Minglu Jin and Shujing Wang
Entropy 2023, 25(9), 1347; https://doi.org/10.3390/e25091347 - 16 Sep 2023
Cited by 2 | Viewed by 1412
Abstract
With the rapid development of edge computing and the Internet of Things, the problem of information resource sharing can be effectively solved through multi-party collaboration, but the risk of data leakage is also increasing. To address the above issues, we propose an efficient [...] Read more.
With the rapid development of edge computing and the Internet of Things, the problem of information resource sharing can be effectively solved through multi-party collaboration, but the risk of data leakage is also increasing. To address the above issues, we propose an efficient multi-party private set intersection (MPSI) protocol via a multi-point oblivious pseudorandom function (OPRF). Then, we apply it to work on a specific commercial application: edge caching. The proposed MPSI uses oblivious transfer (OT) together with a probe-and-XOR of strings (PaXoS) as the main building blocks. It not only provides one-sided malicious security, but also achieves a better balance between communication and computational overhead. From the communication pattern perspective, the client only needs to perform OT with the leader and send a data structure PaXoS to the designated party, making the protocol extremely efficient. Moreover, in the setting of edge caching, many parties hold a set of items containing an identity and its associated value. All parties can identify a set of the most frequently accessed common items without revealing the underlying data. Full article
(This article belongs to the Special Issue Information-Theoretic Privacy in Retrieval, Computing, and Learning)
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<p>Ideal functionality of MPSI <math display="inline"><semantics> <mrow> <msub> <mi mathvariant="script">F</mi> <mrow> <mi>MPSI</mi> </mrow> </msub> </mrow> </semantics></math>.</p>
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<p>Ideal functionality of OT <math display="inline"><semantics> <mrow> <msub> <mi mathvariant="script">F</mi> <mrow> <mi>OT</mi> </mrow> </msub> </mrow> </semantics></math>.</p>
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<p>System model.</p>
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<p>Our MPSI protocol.</p>
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<p>Comparison of security levels.</p>
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<p>Running time vs. set cardinality.</p>
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<p>Running time vs. the number of parties.</p>
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<p>Traditional cache model and edge cache model.</p>
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<p>Our MPCCache protocol.</p>
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16 pages, 4011 KiB  
Article
Investigating Imperfect Cloning for Extending Quantum Communication Capabilities
by Masab Iqbal, Luis Velasco, Nelson Costa, Antonio Napoli, Joao Pedro and Marc Ruiz
Sensors 2023, 23(18), 7891; https://doi.org/10.3390/s23187891 - 14 Sep 2023
Cited by 2 | Viewed by 1160
Abstract
Quantum computing allows the implementation of powerful algorithms with enormous computing capabilities and promises a secure quantum Internet. Despite the advantages brought by quantum communication, certain communication paradigms are impossible or cannot be completely implemented due to the no-cloning theorem. Qubit retransmission for [...] Read more.
Quantum computing allows the implementation of powerful algorithms with enormous computing capabilities and promises a secure quantum Internet. Despite the advantages brought by quantum communication, certain communication paradigms are impossible or cannot be completely implemented due to the no-cloning theorem. Qubit retransmission for reliable communications and point-to-multipoint quantum communication (QP2MP) are among them. In this paper, we investigate whether a Universal Quantum Copying Machine (UQCM) generating imperfect copies of qubits can help. Specifically, we propose the Quantum Automatic Repeat Request (QARQ) protocol, which is based on its classical variant, as well as to perform QP2MP communication using imperfect clones. Note that the availability of these protocols might foster the development of new distributed quantum computing applications. As current quantum devices are noisy and they decohere qubits, we analyze these two protocols under the presence of various sources of noise. Three major quantum technologies are studied for these protocols: direct transmission (DT), teleportation (TP), and telecloning (TC). The Nitrogen-Vacancy (NV) center platform is used to create simulation models. Results show that TC outperforms TP and DT in terms of fidelity in both QARQ and QP2MP, although it is the most complex one in terms of quantum cost. A numerical study shows that the QARQ protocol significantly improves qubit recovery and that creating more clones does not always improve qubit recovery. Full article
(This article belongs to the Section Communications)
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<p>The QARQ protocol; Qubit received correctly (<b>a</b>); Qubit received with uncorrectable errors (<b>b</b>); Qubit lost, and timeout initiated (<b>c</b>). (X indicates qubit is lost).</p>
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<p>QARQ for (<b>a</b>) DT, (<b>b</b>) TP, and (<b>c</b>) TC.</p>
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<p>Example of QP2MP using DT (<b>a</b>), TP (<b>b</b>), and TC (<b>c</b>).</p>
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<p>Quantum circuit for QARQ and QP2MP. DT (<b>a</b>), TP (<b>b</b>), and TC (<b>c</b>).</p>
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<p>Bloch sphere representation of UQCM output. The arrow represents the state vector of the qubit.</p>
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<p>QARQ quantum technologies performance comparison; Performance of QARQ-DT (<b>a</b>); Performance of QARQ-TP (<b>b</b>); Fidelity improvement in QARQ-TP against QARQ-DT (<b>c</b>); Performance comparison of QARQ-TC and QARQ-TP (<b>d</b>).</p>
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<p>Probability of successful transmission with and without QARQ; <span class="html-italic">p<sub>qfr</sub></span> curve at different fidelities of qubit (<b>a</b>); Improvement in <span class="html-italic">p</span> with QARQ at different fidelities of qubit (<b>b</b>); <span class="html-italic">p<sub>qfr</sub></span> curve for different no. of clones (<b>c</b>).</p>
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<p>QP2MP quantum technologies performance comparison; Performance of QP2MP-DT (<b>a</b>); Performance of QP2MP-TP (<b>b</b>); Performance of QP2MP-TC (<b>c</b>).</p>
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<p>Fidelity improvement.</p>
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22 pages, 7295 KiB  
Article
Election of MPR Nodes and Detection of Malicious Nodes Based on a Byzantine Fault in the OLSR Protocol Case of a Scale-Free Network
by Noureddine Idboufker, Souhail Mssassi, Chahid Mohamed Alaoui and Hicham Zougagh
Electronics 2023, 12(16), 3390; https://doi.org/10.3390/electronics12163390 - 9 Aug 2023
Cited by 1 | Viewed by 1114
Abstract
V2X (Vehicle-to-Everything) communications play a crucial role in enabling the efficient and reliable exchange of information among vehicles, infrastructure, and other entities in smart transportation systems. However, the inherent vulnerabilities and dynamic nature of V2X networks present significant challenges for ensuring secure and [...] Read more.
V2X (Vehicle-to-Everything) communications play a crucial role in enabling the efficient and reliable exchange of information among vehicles, infrastructure, and other entities in smart transportation systems. However, the inherent vulnerabilities and dynamic nature of V2X networks present significant challenges for ensuring secure and trustworthy communication. By enhancing the security of the OLSR (Optimized Link State Routing) protocol through secure MultiPoint Relays (MPRs) Selection, this research aims to provide a robust approach that enhances the overall security posture of V2X networks, enabling safe and secure interactions between vehicles and their environment. The proposed method is based on the Byzantine general’s problem, which is the principle used in blockchain. Compared to the classical flooding mechanism, this technique greatly reduces network traffic overhead and improves the efficiency of bandwidth utilization. The results demonstrated that the proposed algorithm performed better than the well-used UM-OLSR implementation. The outcome proved that our MPR election algorithm guarantees a better packet delivery ratio, and it also performs very well in the detection and isolation of malicious nodes, leading to increased security of the OLSR protocol control plane. Full article
(This article belongs to the Special Issue Future Generation Wireless Communication)
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<p>Workflow of the proposed approach.</p>
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<p>OLSR data flow.</p>
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<p>HELLO messages Neighbors Discovery [<a href="#B8-electronics-12-03390" class="html-bibr">8</a>].</p>
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<p>TC Message Format.</p>
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<p>Normal Packet flooding and optimized packet flooding with MPR selection representation [<a href="#B10-electronics-12-03390" class="html-bibr">10</a>].</p>
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<p>OLSR network attacks.</p>
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<p>Blackhole Attack.</p>
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<p>Replay attack process.</p>
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<p>Central server queries exchanges with nodes.</p>
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<p>Scale Free Topology.</p>
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<p>Topology changes after round 1.</p>
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<p>Topology changes after round 2.</p>
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<p>Simulation topology.</p>
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<p>Scenario 1: Node_(1) routing table.</p>
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<p>Scenario 1: Node_(1) MPR table.</p>
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<p>Scenario 2: Node_(1) Routing table.</p>
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<p>Scenario 2: Node_(1) MPR table.</p>
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<p>Packet drop percentage by number of malicious nodes.</p>
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26 pages, 13796 KiB  
Article
Evolution towards Coordinated Multi-Point Architecture in Self-Organizing Networks for Small Cell Enhancement Systems
by Chia-Lun Wu, Tsung-Tao Lu, Chin-Tan Lee, Jwo-Shiun Sun, Hsin-Piao Lin, Yuh-Shyan Hwang and Wen-Tsai Sung
Electronics 2023, 12(11), 2473; https://doi.org/10.3390/electronics12112473 - 30 May 2023
Cited by 1 | Viewed by 1300
Abstract
This paper explores applications of the coordinated multi-point (CoMP) architecture operation of enhanced node B (eNB) in wireless communication networks featuring device-to-device (D2D) signaling. This is applied to cellular phone coverage for rapid mass transit systems, such as the Taiwan high speed rail [...] Read more.
This paper explores applications of the coordinated multi-point (CoMP) architecture operation of enhanced node B (eNB) in wireless communication networks featuring device-to-device (D2D) signaling. This is applied to cellular phone coverage for rapid mass transit systems, such as the Taiwan high speed rail transport system, and indoor public environments. The paper is based on formulas pertaining to the link between budget design and guidelines, as well as principles and theories of engineering practice, allowing designers to analyze and fully control the uplink and downlink signals and output power of fiber repeaters linking cellular phones to base stations. Finally, we employ easily installed cellular-over-fiber optic solutions for a small cell enhancement (SCE) system with novel architecture based on a leakage coaxial cable system using LTE-A technology. As a result, we successfully applied enhanced coverage designs for distributed antenna systems. These can be used to create self-organizing networks (SoN) for an Internet of Things. Full article
(This article belongs to the Section Microwave and Wireless Communications)
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<p>Evolution towards systems of organization.</p>
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<p>CoMP architecture incorporating SoN networks solution into SCE system for IoT applications in a novel usage environment.</p>
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<p>Hierarchy of a Self-organizing Network.</p>
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<p>SCE structure diagram.</p>
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<p>MDP structure diagram.</p>
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<p>RRH structure diagram.</p>
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<p>DAS support by novel cellular-over-fiber optic indoor transition systems.</p>
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<p>The time delay in eNB to FR.</p>
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<p>Time delay from FR to FR.</p>
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<p>TRA-employed system scope overview.</p>
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<p>Building coverage in a TRA for SCE system novel network architecture.</p>
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<p>Improving overall passive and massive data efficiency in a TRA for SCE system novel network architecture.</p>
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<p>LTE solutions employed in a tunnel without disturbing the SCE system’s novel network architecture.</p>
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<p>LTE solutions employed in a tunnel without disturbing the SCE system’s novel network architecture.</p>
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<p>Existing RFS leaky cable for DAS plan.</p>
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<p>Multi-RAT improvement of overall data efficiency.</p>
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<p>SCE system structure to optimize MLB and MRO.</p>
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<p>The MRO function improves the successful handover ratio.</p>
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<p>MLB function improves overall cell throughput.</p>
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<p>CCO improvements to system coverage and throughput.</p>
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<p>SCE system network plan and calculation of link budget for D2D architecture.</p>
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<p>Subway tunnel environment factor and traffic data signal objective coverage plan.</p>
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<p>RSRP on the second-level platform of the R4A station.</p>
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<p>N tunnel measurement position.</p>
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<p>RSRP on the second-level N Tunnel of the R3 to R4A station.</p>
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<p>CoMP architecture in the SCE system can solve issues with SoNs.</p>
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<p>Service requirements for the generation of a novel system to improve the quality of operation among Self-organizing Networks.</p>
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18 pages, 5527 KiB  
Article
Resource Management for Collaborative 5G-NR-V2X RSUs to Enhance V2I/N Link Reliability
by SangHoon An and KyungHi Chang
Sensors 2023, 23(8), 3989; https://doi.org/10.3390/s23083989 - 14 Apr 2023
Cited by 3 | Viewed by 3065
Abstract
In the development of autonomous driving technology, 5G-NR vehicle-to-everything (V2X) technology is a key technology that enhances safety and enables effective management of traffic information. Road-side units (RSUs) in 5G-NR V2X provide nearby vehicles with information and exchange traffic, and safety information with [...] Read more.
In the development of autonomous driving technology, 5G-NR vehicle-to-everything (V2X) technology is a key technology that enhances safety and enables effective management of traffic information. Road-side units (RSUs) in 5G-NR V2X provide nearby vehicles with information and exchange traffic, and safety information with future autonomous vehicles, enhancing traffic safety and efficiency. This paper proposes a communication system for vehicle networks based on a 5G cellular network with RSUs consisting of the base station (BS) and user equipment (UE), and validates the system performance when providing services from different RSUs. The proposed approach maximizes the utilization of the entire network and ensures the reliability of V2I/V2N links between vehicles and each RSU. It also minimizes the shadowing area in the 5G-NR V2X environment, and maximizes the average throughput of vehicles through collaborative access between BS- and UE-type RSUs. The paper applies various resource management techniques, such as dynamic inter-cell interference coordination (ICIC), coordinated scheduling coordinated multi-point (CS-CoMP), cell range extension (CRE), and 3D beamforming, to achieve high reliability requirements. Simulation results demonstrate improved performance in outage probability, reduced shadowing area, and increased reliability through decreased interference and increased average throughput when collaborating with BS- and UE-type RSUs simultaneously. Full article
(This article belongs to the Special Issue Sensor Networks for Vehicular Communications)
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<p>(<b>a</b>) Manhattan urban environment road and wrap−around model. (b) Network layout and vehicle distribution in a 5G−NR−V2X environment.</p>
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<p>SNR vs. PER curve comparing LLS results when using turbo coding in the LTE environment, and LLS results when using LDPC coding in the 5G−NR environment.</p>
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<p>(<b>a</b>) BS−type RSU; (<b>b</b>) UE−type RSU; (<b>c</b>) Hybrid RSU SINR map.</p>
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<p>(<b>a</b>) 5G−NR V2X BS/UE/Hybrid RSU outage probability; (<b>b</b>) 5G−NR V2X BS/UE/Hybrid RSU interference; (<b>c</b>) 5G−NR V2X BS/UE/Hybrid RSU throughput.</p>
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<p>(<b>a</b>) 5G−NR V2X BS/UE/Hybrid RSU outage probability; (<b>b</b>) 5G−NR V2X BS/UE/Hybrid RSU interference; (<b>c</b>) 5G−NR V2X BS/UE/Hybrid RSU throughput.</p>
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<p>Three−dimensional beamforming antenna pattern.</p>
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<p>(<b>a</b>) VUE throughput applying dynamic ICIC + CS CoMP; (<b>b</b>) VUE throughput applying cell range expansion; (<b>c</b>) VUE throughput applying 3D beamforming.</p>
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14 pages, 2012 KiB  
Article
An Improved Sparrow Algorithm Based on Small Habitats in Cooperative Communication Power Allocation
by Guangjiao Chen and Guifen Chen
Electronics 2023, 12(5), 1153; https://doi.org/10.3390/electronics12051153 - 27 Feb 2023
Cited by 4 | Viewed by 1104
Abstract
To solve the power allocation problem of multiple relays in cooperative communication, a sparrow improvement algorithm based on small habitats is proposed. First, the small-habitat rule increases the diversity of the energy classification of communication nodes. The problem of the premature convergence of [...] Read more.
To solve the power allocation problem of multiple relays in cooperative communication, a sparrow improvement algorithm based on small habitats is proposed. First, the small-habitat rule increases the diversity of the energy classification of communication nodes. The problem of the premature convergence of the algorithm is solved. Subsequently, the joint jump rule is designed to replace the local search rule, and the local search rule of the sparrow algorithm is modified to avoid the local wandering phenomenon. The improved search method solves the local solution problem of the most available function. Lastly, a validation experiment of the performance of the algorithm is carried out according to the IEEE CEC 2017 benchmark document set. The simulation verifies the practicality of various algorithms. The maximum evaluation number (max FE) of the objective function is calculated to compare the performance of various algorithms. The experimental results show that the improved algorithm can increase the diversity of species. The multi-point search capability and global merit search capability are improved. Additionally, the convergence speed and computational accuracy of the algorithm are improved. The results show that the improved method is effective in controlling power in collaborative communication. The energy control algorithm has some practicality. The Friedman and Wilcoxon test criteria are applied and the convergence speed and computational accuracy of the improved algorithm are shown to be higher than those of other algorithms. This indicates that the improved power control method has some practicality in collaborative communication. Full article
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<p>Demonstration of cooperative communication process in a cluster network.</p>
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<p>Signal forwarding model in cooperative communication.</p>
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<p>Performance comparison of different algorithms. (<b>a</b>) Beginning of the convergence method. (<b>b</b>) Enlarged view of rapid convergence. (<b>c</b>) Enlarged view of the maximum convergence speed node. (<b>d</b>) Enlarged view of the end of convergence of some nodes.</p>
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<p>Comparison of complexities of different algorithms. (<b>a</b>) Algorithm complexity calculation starting point. (<b>b</b>) Curve flattening trend turning point. (<b>c</b>) Algorithm stabilization node.</p>
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