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Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design
Dou Chenglong1; Huang Xumin1; Wu Yuan1; Qian Liping2; Quek Tony Q.S.3
2024-10
Conference Name2024 International Conference on Ubiquitous Communication (Ucom)
Source Publication2024 International Conference on Ubiquitous Communication (Ucom’2024)
Pages471-476
Conference Date5-7 July 2024
Conference PlaceXi'an, China
CountryChina
PublisherInstitute of Electrical and Electronics Engineers Inc.
Abstract

Integrated sensing and communication (ISAC) system has been emerged as a crucial paradigm for addressing the growing demand of emerging wireless applications that require both ultra-reliable data transmission and high-precision sensing. However, due to the limited computation capability of ISAC devices, the large amount of collected sensing data is difficult to be timely processed. In this paper, we consider that the ISAC device can offload the sensing data to a group edge helper nodes via multi-access edge computing to improve the efficiency of sensing data processing. We propose a multi-access edge computing empowered ISAC with hybrid active and passive sensing, in which the ISAC device can perform passive sensing through the sensing reflected signal from the edge helper nodes while performing active sensing. To investigate this problem, we formulate a joint optimization of the transmit beamforming for active sensing, passive sensing and offloading, as well as the computation rates of both the ISAC device and the edge helper nodes, with the objective of maximizing the total computation rates for the sensing data. Despite the non-convexity of the formulated problem, we propose an efficient algorithm to obtain its solutions. Simulation results validate the performance advantages of our multi-access edge computing empowered integrated hybrid sensing and communication.

KeywordPerformance Evaluation Wireless Communication Wireless Sensor Networks Multi-access Edge Computing Array Signal Processing Simulation Large Language Models Signal Processing Algorithms Integrated Sensing And Communication Optimization Multi-access Edge Computing Hybrid Active And Passive Sensing
DOI10.1109/Ucom62433.2024.10695933
URLView the original
Language英語English
Scopus ID2-s2.0-85207083765
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Document TypeConference paper
CollectionTHE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU)
Affiliation1.State Key Laboratory of Internet of Things for Smart City and the Department of Computer Information Science, University of Macau, Macau, China
2.College of Information Engineering, Zhejiang University of Technology, Hangzhou 310023, China
3.Information System Technology and Design, Singapore University of Technology and Design, Singapore
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Dou Chenglong,Huang Xumin,Wu Yuan,et al. Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 471-476.
APA Dou Chenglong., Huang Xumin., Wu Yuan., Qian Liping., & Quek Tony Q.S. (2024). Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design. 2024 International Conference on Ubiquitous Communication (Ucom’2024), 471-476.
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