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- tutorialAugust 2024
A Survey of Recent Advances in Optimization Methods for Wireless Communications
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 2992–3031https://doi.org/10.1109/JSAC.2024.3443759Mathematical optimization is now widely regarded as an indispensable modeling and solution tool for the design of wireless communications systems. While optimization has played a significant role in the revolutionary progress in wireless communication and ...
- research-articleJuly 2024
Stochastic Long-Term Energy Optimization in Digital Twin-Assisted Heterogeneous Edge Networks
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3157–3171https://doi.org/10.1109/JSAC.2024.3431581Mobile edge computing (MEC) and digital twin (DT) technologies have been recognized as key enabling factors for the next generation of industrial Internet of Things (IoT) applications. In existing works, DT-assisted edge network resource optimization ...
- research-articleJuly 2024
Fair Beam Allocations Through Reconfigurable Intelligent Surfaces
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3095–3109https://doi.org/10.1109/JSAC.2024.3431580A fair beam allocation framework through reconfigurable intelligent surfaces (RISs) is proposed, incorporating the Max-min criterion. This framework focuses on designing explicit beamforming functionalities through optimization. Firstly, realistic models, ...
- research-articleJuly 2024
Decoding of Polar Codes Using Quadratic Unconstrained Binary Optimization
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3204–3216https://doi.org/10.1109/JSAC.2024.3431579Polar codes encounter challenges in decoder complexity while preserving good error-correction properties. Instead of conventional decoders, a quantum annealer (QA) decoder has been proposed to explore untapped possibilities. For future QA applications, a ...
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- research-articleJuly 2024
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks
- Gabriel O. Ferreira,
- André Felipe Zanella,
- Stefanos Bakirtzis,
- Chiara Ravazzi,
- Fabrizio Dabbene,
- Giuseppe C. Calafiore,
- Ian Wassell,
- Jie Zhang,
- Marco Fiore
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3232–3245https://doi.org/10.1109/JSAC.2024.3431524Heterogeneous networks have emerged as a popular solution for accommodating the growing number of connected devices and increasing traffic demands in cellular networks. While offering broader coverage, higher capacity, and lower latency, the escalating ...
- research-articleJuly 2024
Accelerating Quadratic Transform and WMMSE
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3110–3124https://doi.org/10.1109/JSAC.2024.3431523Fractional programming (FP) arises in various communications and signal processing problems because several key quantities in these fields are fractionally structured, e.g., the Cramér-Rao bound, the Fisher information, and the signal-to-...
- research-articleJuly 2024
Online Learning of Goal-Oriented Status Updating With Unknown Delay Statistics
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3293–3305https://doi.org/10.1109/JSAC.2024.3431522With the proliferation of communication demand, goal-oriented communication goes beyond traditional bit-level approaches by emphasizing the significance of information and its relevance to specific goals. This paper addresses the goal-oriented status ...
- research-articleJuly 2024
IREE Oriented Green 6G Networks: A Radial Basis Function-Based Approach
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3246–3261https://doi.org/10.1109/JSAC.2024.3431521In order to provide design guidelines for energy efficient 6G networks, we propose a novel radial basis function (RBF) based optimization framework to maximize the integrated relative energy efficiency (IREE) metric. Different from the conventional energy ...
- research-articleJuly 2024
AoI Optimization in Multi-Source Update Network Systems Under Stochastic Energy Harvesting Model
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3172–3187https://doi.org/10.1109/JSAC.2024.3431518This work studies the Age-of-Information (AoI) optimization problem in the information-gathering wireless network systems, where time-sensitive data updates are collected from multiple information sources, and each source is equipped with a battery and ...
- research-articleJuly 2024
MU-MIMO Beamforming With Limited Channel Data Samples
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 11Pages 3032–3047https://doi.org/10.1109/JSAC.2024.3431515Channel State Information (CSI) is a critical piece of information for MU-MIMO beamforming. However, CSI estimation errors are inevitable in practice. The random and uncertain nature of CSI estimation errors poses significant challenges to MU-MIMO ...
- research-articleJuly 2024
MIMO Integrated Sensing and Communication Exploiting Prior Information
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2306–2321https://doi.org/10.1109/JSAC.2024.3413972In this paper, we study a multiple-input multiple-output (MIMO) integrated sensing and communication (ISAC) system where one multi-antenna base station (BS) sends information to a user with multiple antennas in the downlink and simultaneously senses the ...
- research-articleJuly 2024
Near-Field Integrated Sensing, Positioning, and Communication: A Downlink and Uplink Framework
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2196–2212https://doi.org/10.1109/JSAC.2024.3413956A near-field integrated sensing, positioning, and communication (ISPAC) framework is proposed, where a base station (BS) simultaneously serves multiple communication users and carries out target sensing and positioning. A novel double-array structure is ...
- research-articleJune 2024
Joint Radar Sensing, Location, and Communication Resources Optimization in 6G Network
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2369–2379https://doi.org/10.1109/JSAC.2024.3415082The possibility of jointly optimizing location sensing and communication resources, facilitated by the existence of communication and sensing spectrum sharing, is what promotes the system performance to a higher level. However, the rapid mobility of user ...
- research-articleJune 2024
Variational Anonymous Quantum Sensing
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2275–2291https://doi.org/10.1109/JSAC.2024.3414932QSNs (QSNs) incorporate quantum sensing and quantum communication to achieve Heisenberg precision and unconditional security by leveraging quantum properties such as superposition and entanglement. However, the QSNs deploying noisy intermediate-scale ...
- research-articleJune 2024
Multiuser Association and Localization Over Doubly Dispersive Multipath Channels for Integrated Sensing and Communications
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2847–2862https://doi.org/10.1109/JSAC.2024.3414627Supporting multiuser communication and localization is a typical scenario in Integrated sensing and communications (ISAC). However, the problem of multi-echo induced by multipath and multiuser makes it hard to determine the relationship between user ...
- research-articleJune 2024
A Stochastic Particle Variational Bayesian Inference Inspired Deep-Unfolding Network for Sensing Over Wireless Networks
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2832–2846https://doi.org/10.1109/JSAC.2024.3414626Future wireless networks are envisioned to provide ubiquitous sensing services, driving a substantial demand for multi-dimensional non-convex parameter estimation. This entails dealing with non-convex likelihood functions containing numerous local optima. ...
- research-articleJune 2024
Wireless Localization and Formation Control With Asynchronous Agents
- Weijie Yuan,
- Zhaohui Yang,
- Liangming Chen,
- Ruiheng Zhang,
- Yiheng Yao,
- Yuanhao Cui,
- Hong Zhang,
- Derrick Wing Kwan Ng
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2890–2904https://doi.org/10.1109/JSAC.2024.3414616The formation control of multi-agent systems has increasingly drawn attention for fulfilling numerous emerging applications and services. To achieve high-accuracy formation, the location awareness of all agents becomes an essential requirement. In this ...
- research-articleJune 2024
Two-Dimensional Direction-of-Arrival Estimation Using Stacked Intelligent Metasurfaces
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2786–2802https://doi.org/10.1109/JSAC.2024.3414613Stacked intelligent metasurfaces (SIMs) are capable of emulating reconfigurable physical neural networks by utilizing electromagnetic (EM) waves as carriers. They can also perform various complex computational and signal processing tasks. An SIM is ...
- research-articleJune 2024
Cooperative Localization for Multi-Agents Based on Reinforcement Learning Compensated Filter
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2820–2831https://doi.org/10.1109/JSAC.2024.3414599In modern navigation and positioning systems, accurate location information is crucial for ensuring system performance and user experience. Particularly, in scenarios involving the use of multiple agents such as robots and drones for rescue operations in ...