A Joint User Activity Detection and Channel Estimation Scheme for Packet-Asynchronous Grant-Free Access

被引:7
|
作者
Zhang, Wei [1 ,2 ]
Li, Jiahui [1 ,2 ]
Zhang, Xiujun [2 ]
Zhou, Shidong [1 ,2 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Delays; Partial transmit sequences; Matching pursuit algorithms; Encoding; Uplink; Ultra reliable low latency communication; Receivers; Packet-asynchronous grant-free; rateless codes; user activity detection and channel estimation; prior-aided compressive sensing;
D O I
10.1109/LWC.2021.3127680
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Grant-free (GF) access has been viewed as a promising solution to meet the low-latency requirement in massive access of short packets due to the cancellation of the procedure of requesting for the grant. While most GF schemes are realized in a synchronous way, a recently proposed packet-asynchronous GF (PA-GF) scheme can further reduce the overall delay. However, its performance was only validated under the ideal conditions, i.e., perfect active user detection (AUD) and channel estimation (CE). In this letter, in order to realize timely AUD and CE for PA-GF practically, a novel frame structure for multiplexing pilot sequences and data is proposed together with a sliding window detection algorithm. A modification of the orthogonal matching pursuit (OMP)-the prior-aided OMP (PA-OMP)-is also proposed. Numerical results show that the proposed algorithm achieves the low-latency advantage of PA-GF under imperfect AUD and CE conditions.
引用
收藏
页码:338 / 342
页数:5
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