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A Collision Resolution Protocol for Random Access in Massive MIMO.

Authors :
Bai, Lin
Liu, Jiexun
Yu, Quan
Choi, Jinho
Zhang, Wei
Source :
IEEE Journal on Selected Areas in Communications; Mar2021, Vol. 39 Issue 3, p686-699, 14p
Publication Year :
2021

Abstract

In 5G and beyond wireless scenarios, it is expected to support tremendous amount of communicating machines. With an exponential increase of machine-to-machine (M2M) system deployments, efficient approaches to massive access by a large number of devices are to be studied. In this paper, we propose a massive multiple-input multiple-output (MIMO) based grant-free random access (RA) with resolution of preamble collision for massive access. Based on the channel hardening and favorable propagation characteristics of massive MIMO, collided signals processed at the base station (BS) can be viewed as a variation of superposition modulation, and are to be recovered by successive interference cancellation (SIC) techniques. Besides, taking into consideration the effect of pass loss and fractional power control (FPC), analytic expressions of success probability of the proposed collision resolution with conjugate beamforming (CB) and zero-forcing beamforming (ZFB) are derived. With simulation results, we verify the analyses and show that the proposed protocol can resolve most preamble collisions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07338716
Volume :
39
Issue :
3
Database :
Complementary Index
Journal :
IEEE Journal on Selected Areas in Communications
Publication Type :
Academic Journal
Accession number :
148969940
Full Text :
https://doi.org/10.1109/JSAC.2020.3018798