Joint Near Field Uplink Communication and Localization Using Message Passing-Based Sparse Bayesian Learning

This work deals with the problem of uplink communication and localization in an integrated sensing and communication system, where users are in the near field (NF) of antenna aperture due to the use of high carrier frequency and large antenna arrays at base stations. We formulate joint NF signal det...

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Bibliographic Details
Published in:	IEEE transactions on vehicular technology Vol. 74; no. 5; pp. 7666 - 7675
Main Authors:	Liu, Fei, Yuan, Zhengdao, Guo, Qinghua, Zhang, Yuanyuan, Wang, Zhongyong, Zhang, J. Andrew
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Antenna arrays Antennas Bayesian analysis Carrier frequencies Channel estimation Communications systems Estimation joint communication and localization Localization Location awareness Machine learning Message passing Near field Near fields Noise measurement Robot learning Signal detection Simulation sparse Bayesian learning (SBL) Sparse matrices Symbols Uplink Uplinking Vectors
ISSN:	0018-9545, 1939-9359
Online Access:	Get full text
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