Residential College | false |
Status | 即將出版Forthcoming |
Multi-Functional Beamforming Design for Integrated Sensing, Communication, and Computation | |
Zhao, Yapeng1,2; Wu, Qingqing1; Chen, Wen1; Zeng, Yong3,4; Liu, Ruiqi5; Mei, Weidong6; Hou, Fen2,7![]() ![]() | |
2024 | |
Source Publication | IEEE Transactions on Communications
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ISSN | 0090-6778 |
Abstract | Integrated sensing and communication (ISAC) systems may face a heavy computation burden since the sensory data needs to be further processed. This paper studies a novel system that integrates sensing, communication, and computation, aiming to provide services for different objectives efficiently. This system consists of a multi-antenna multi-functional base station (BS), an edge server, a target, and multiple single-antenna communication users. The BS needs to allocate the available resources to efficiently provide sensing, communication, and computation services. Due to the heavy service burden and limited power budget, the BS can partially offload the tasks to the nearby edge server instead of computing them locally. We consider the estimation of the target response matrix, a general problem in radar sensing, and utilize Cramér-Rao bound (CRB) as the corresponding performance metric. To tackle the non-convex optimization problem, we propose both semidefinite relaxation (SDR)-based alternating optimization and SDR-based successive convex approximation (SCA) algorithms to minimize the CRB of radar sensing while meeting the requirement of communication users and the need for task computing. Furthermore, we demonstrate that the optimal rank-one solutions of both the alternating and SCA algorithms can be directly obtained via the solver or further constructed even when dealing with multiple functionalities. Simulation results show that the proposed algorithms can provide higher target estimation performance than state-of-the-art benchmarks while satisfying the communication and computation constraints. |
Keyword | Integrated Sensing And Communication (Isac) Mobile Edge Computing (Mec) Integrated Sensing, Communication, And Computation (Iscc) Cramer-rao Bound (Crb) Task Offloading |
DOI | 10.1109/TCOMM.2024.3519551 |
URL | View the original |
Language | 英語English |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Scopus ID | 2-s2.0-85212834625 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) |
Affiliation | 1.Shanghai Jiao Tong University, Department of Electronic Engineering, 200240, China 2.University of Macau, State Key Laboratory of Internet of Things for Smart City, 999078, Macao 3.Southeast University, National Mobile Communications Research Laboratory, Frontiers Science Center for Mobile Information Communication and Security, Nanjing, 210096, China 4.Purple Mountain Laboratories, Nanjing, 211111, China 5.ZTE Corporation, State Key Laboratory of Mobile Network and Mobile Multimedia Technology, Shenzhen, 518057, China 6.University of Electronic Science and Technology of China, National Key Laboratory of Wireless Communications, Chengdu, 611731, China 7.University of Macau, Department of Electrical and Computer Engineering, 999078, Macao |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Zhao, Yapeng,Wu, Qingqing,Chen, Wen,et al. Multi-Functional Beamforming Design for Integrated Sensing, Communication, and Computation[J]. IEEE Transactions on Communications, 2024. |
APA | Zhao, Yapeng., Wu, Qingqing., Chen, Wen., Zeng, Yong., Liu, Ruiqi., Mei, Weidong., Hou, Fen., & Ma, Shaodan (2024). Multi-Functional Beamforming Design for Integrated Sensing, Communication, and Computation. IEEE Transactions on Communications. |
MLA | Zhao, Yapeng,et al."Multi-Functional Beamforming Design for Integrated Sensing, Communication, and Computation".IEEE Transactions on Communications (2024). |
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