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- opinionSeptember 2024
Guest Editorial Positioning and Sensing Over Wireless Networks—Part II
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2603–2607https://doi.org/10.1109/JSAC.2024.3423628This is Part II of the double-part Special Issue (SI) on Positioning and Sensing Over Wireless Networks. The two-part SI aims to bring cutting-edge and novel contributions on positioning and sensing over wireless networks for future and emerging ...
- research-articleAugust 2024
Real-Time Bayesian Neural Networks for 6G Cooperative Positioning and Tracking
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2322–2338https://doi.org/10.1109/JSAC.2024.3413950In the evolving landscape of 5G new radio and related 6G evolution, achieving centimeter-level dynamic positioning is pivotal, especially in cooperative intelligent transportation system frameworks. With the challenges posed by higher path loss and ...
- research-articleAugust 2024
Floor-Plan-Aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2472–2486https://doi.org/10.1109/JSAC.2024.3413994Machine learning has been considered a promising approach for indoor localization. Nevertheless, the sample efficiency, scalability, and generalization ability remain open issues of implementing learning-based algorithms in practical systems. In this ...
- 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
A Vehicle-Mounted Radar-Vision System for Precisely Positioning Clustering UAVs
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2688–2703https://doi.org/10.1109/JSAC.2024.3414610The clustering unmanned aerial vehicles (UAVs) positioning is significant for preventing unauthorized clustering UAVs from causing physical and informational damages. However, current positioning systems suffer from limited sensing view and positioning ...
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- research-articleJune 2024
Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement Learning
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2625–2641https://doi.org/10.1109/JSAC.2024.3414608Indoor localization is drawing more and more attentions due to the growing demand of various location-based services, where fingerprinting is a popular data driven techniques that does not rely on complex measurement equipment, yet it requires site ...
- research-articleJune 2024
VSpatial: Enabling Private and Verifiable Spatial Keyword-Based Positioning in 6G-Oriented IoT
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2954–2969https://doi.org/10.1109/JSAC.2024.3414605For increasing Internet of Things (IoT) devices, 6G wireless technology aims for ubiquitous communications in which positioning services are necessary. Private spatial keyword-based positioning service is promising in 6G-oriented IoT since it positions ...
- 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 ...
- research-articleJune 2024
Surgical Strike on 5G Positioning: Selective-PRS-Spoofing Attacks and Its Defence
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2922–2937https://doi.org/10.1109/JSAC.2024.3414592As a solution for city-range integrated sensing and communication and intelligent positioning, 5G high-precision positioning is flooding into reality. Nevertheless, the underlying positioning security concerns have been overlooked, posing threats to more ...
- research-articleJune 2024
L3P-DLI: A Lightweight Positioning-Privacy Protection Scheme With Double-Layer Incentives for Wireless Crowd Sensing Systems
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 10Pages 2938–2953https://doi.org/10.1109/JSAC.2024.3414580Mobile Crowd Sensing (MCS), as a promising sensing paradigm, significantly relies on wireless communication networks and widely distributed mobile workers to capture data from the surroundings. However, the positioning-dependent nature of most MCS tasks ...
- research-articleJune 2024
Millimeter-Wave Radio SLAM: End-to-End Processing Methods and Experimental Validation
- Elizaveta Rastorgueva-Foi,
- Ossi Kaltiokallio,
- Yu Ge,
- Matias Turunen,
- Jukka Talvitie,
- Bo Tan,
- Musa Furkan Keskin,
- Henk Wymeersch,
- Mikko Valkama
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2550–2567https://doi.org/10.1109/JSAC.2024.3413995In this article, we address the timely topic of cellular bistatic simultaneous localization and mapping (SLAM) with specific focus on end-to-end processing solutions, from raw I/Q samples, via channel parameter estimation to user equipment (UE) and ...
- research-articleJune 2024
Minimum Description Feature Selection for Complexity Reduction in Machine Learning-Based Wireless Positioning
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2585–2600https://doi.org/10.1109/JSAC.2024.3413977Recently, deep learning approaches have provided solutions to difficult problems in wireless positioning (WP). Although these WP algorithms have attained excellent and consistent performance against complex channel environments, the computational ...
- research-articleJune 2024
Maximizing the Value of Service Provisioning in Multi-User ISAC Systems Through Fairness Guaranteed Collaborative Resource Allocation
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2243–2258https://doi.org/10.1109/JSAC.2024.3413973The proliferation of wireless-enabled industrial applications highlights the growing importance of Integrated Sensing and Communication (ISAC) for concurrent provisioning of environment sensing and data transmission capabilities. However, the resource-...
- research-articleJune 2024
Mobility-Induced Graph Learning for WiFi Positioning
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2487–2502https://doi.org/10.1109/JSAC.2024.3413968A smartphone-based user mobility tracking could be effective in finding his/her location, while the unpredictable error therein due to low specification of built-in inertial measurement units (IMUs) rejects its standalone usage but demands the integration ...
- research-articleJune 2024
FM-Based Positioning via Deep Learning
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2568–2584https://doi.org/10.1109/JSAC.2024.3413961Frequency Modulation (FM) broadcast signals, regarded as opportunistic signals, hold significant potential for indoor and outdoor positioning applications. The existing FM-based positioning methods primarily rely on Received Signal Strength (RSS) for ...
- research-articleJune 2024
A Simultaneous Visible Light Positioning and LED Database Construction Scheme
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 9Pages 2520–2534https://doi.org/10.1109/JSAC.2024.3413959Visible light positioning (VLP) is endowed with high accuracy in indoor scenarios. However, the positioning algorithms require plenty of beacon light-emitting diode (LED) coordinates stored in databases, which are expensive to obtain by manual ...
- research-articleFebruary 2024
Human-Aware Dynamic Hierarchical Network Control for Distributed Metaverse Services
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 3Pages 629–642https://doi.org/10.1109/JSAC.2023.3345399Metaverse has emerged as a revolutionary technique for transforming the way people interact with digital content, which relies on a distributed computing and communication infrastructure, encompassing terminal users, edge servers, and cloud servers. ...
- opinionJanuary 2024
Guest Editorial Open RAN: A New Paradigm for Open, Virtualized, Programmable, and Intelligent Cellular Networks
- Michele Polese,
- Mischa Dohler,
- Falko Dressler,
- Melike Erol-Kantarci,
- Rittwik Jana,
- Raymond Knopp,
- Tommaso Melodia
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 2Pages 241–244https://doi.org/10.1109/JSAC.2023.3334605The Open Radio Access Network (Open RAN) vision is based on the three principles of (i) open interfaces; (ii) cloudification; and (iii) automation through closed-loop control. It is a network architecture paradigm embodied and augmented through technical ...
- research-articleJanuary 2024
Human-Centric Irregular RIS-Assisted Multi-UAV Networks With Resource Allocation and Reflecting Design for Metaverse
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 3Pages 603–615https://doi.org/10.1109/JSAC.2023.3345426Human-centric Metaverse services requires novel communication and networking technologies to achieve seamless connectivity for Metaverse users. Reconfigurable intelligent surface (RIS) in 5G and beyond networks can provide highly reliable communication ...
- research-articleJanuary 2024
Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources
IEEE Journal on Selected Areas in Communications (JSAC), Volume 42, Issue 2Pages 356–372https://doi.org/10.1109/JSAC.2023.3336187For the energy-efficient deployment of cell-free massive MIMO functionality in a practical wireless network, the end-to-end (from radio site to the cloud) energy-aware operation is essential. In line with the cloudification and virtualization in the open ...