Improved BCH-Polar Concatenated Scheme for Unsourced Random Access in Internet of Things

被引:0
作者
Zhang, Zhijun [1 ,2 ]
Niu, Kai [3 ]
Cui, Hongji [3 ]
机构
[1] Henan Normal Univ, Coll Comp & Informat Engn, Key Lab Artificial Intelligence & Personalized Lea, Xinxiang 453007, Peoples R China
[2] Henan Normal Univ, Big Data Engn Lab Teaching Resources & Assessment, Xinxiang, Henan, Peoples R China
[3] Beijing Univ Posts & Telecommun, Key Lab Universal Wireless Commun, Minist Educ, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
Encoding; Codes; Decoding; Polar codes; Receivers; Wireless communication; Performance evaluation; Aided list decoding; Bose-Chaudhuri-Hocquenghem (BCH)-based T-fold code; Berlekamp-Massey algorithm (BMA); polar code; uncoordinated random access channel; CODES;
D O I
10.1109/JIOT.2024.3425578
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, an improved Bose-Chaudhuri-Hocquenghem (BCH)-Polar concatenated unsourced random-access coding scheme is considered for the Internet of Things system. At each active user side, a concatenated random-access code is used, where the outer code is denoted as a BCH-based T-fold code, which is constructed by using the parity-check matrix of a BCH code to distinguish no more than T user packets, and a polar code is used as the inner code. At the receiver side, a novel T-fold aided successive-cancelation list (TA-SCL) decoding approach is proposed that exploits the information transferred between the inner- and outer-decoding of the BCH-Polar concatenated random-access code. The TA-SCL decoding approach resorts to indicators of the T-fold decoding to aid in the survival path selection of the successive cancelation list (SCL) decoding for the polar code. Within the Berlekamp-Massey algorithm (BMA) decoding procedure of the T-fold code, its input, whether it is in an error-free case or contains more than T users or not, can be determined by its output indicators. Therefore, these indicators of the outer BMA can play a genius role in the last-survival path selection for the inner SCL decoding. Simulation results show that, compared with the traditional method, the proposed TA-SCL decoding approach can improve the $E_{b}/N_{0}$ performance for the BCH-Polar concatenated scheme in the uncoordinated Gaussian multiple-access channel by about 1 dB with the computational complexity cost times increased by much more less than the size of SCL list.
引用
收藏
页码:32172 / 32182
页数:11
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