Massive unsourced multiple access scheme based on block sequence codebook and compressed sensing

Autor: Jing ZHANG, Lin MA, Chulong LIANG, Hongxu GAO
Jazyk: čínština
Rok vydání: 2023
Předmět:
Zdroj: Tongxin xuebao, Vol 44, Pp 171-180 (2023)
Druh dokumentu: article
ISSN: 1000-436X
DOI: 10.11959/j.issn.1000-436x.2023239
Popis: A massive unsourced multiple access scheme based on block sequence codebook and compressed sensing was proposed for sporadic burst scenario in massive machine type communication (mMTC).Firstly, a large-capacity spreading codebook generation scheme was designed according to a specific shift pattern, thus the codebook space was expanded.Secondly, the sparse structure of uplink signal was combined with multi-carrier technology to support overlapping transmission of multi-user data on some subcarriers, thus the spectral efficiency was improved.Finally, a multi-carrier CS-MUD model was established, and a group orthogonal matching pursuit algorithm based on codebook sequence blocks was designed to achieve the joint detection of active users and their uplink data.Simulation results show that the proposed scheme can effectively reduce the bit error rate of massive random access.
Databáze: Directory of Open Access Journals