TY - JOUR
T1 - A Unified Multiuser Coding Framework for Multiple-Access Technologies
AU - Yu, Qi Yue
AU - Chen, Hsiao Hwa
AU - Meng, Wei Xiao
N1 - Publisher Copyright:
© 2007-2012 IEEE.
PY - 2019/12
Y1 - 2019/12
N2 - In this paper, multiple-access techniques are viewed as generalized coding schemes to support both multiuser separation and coding gain. In this sense, the traditional coding schemes, e.g., low-density parity-check (LDPC) code, can be viewed as a special case. Note that still a big difference exists between multiple-access techniques and LDPC codes. In particular, both binary and nonbinary LDPC codes are generated based on finite field theory, whereas multiple-access works based on not necessarily a finite field. This paper presents a mathematical framework, called 'multiuser coding,' to unify multiple-access and traditional coding theories. To verify the proposed framework, we propose a uniquely decodable mapping based codebook for futuristic multiple-access communications. A three-dimensional Tanner graph based message passing algorithm is introduced for multiuser detection. Simulation results show that the proposed scheme can support a large number of users with a promising performance.
AB - In this paper, multiple-access techniques are viewed as generalized coding schemes to support both multiuser separation and coding gain. In this sense, the traditional coding schemes, e.g., low-density parity-check (LDPC) code, can be viewed as a special case. Note that still a big difference exists between multiple-access techniques and LDPC codes. In particular, both binary and nonbinary LDPC codes are generated based on finite field theory, whereas multiple-access works based on not necessarily a finite field. This paper presents a mathematical framework, called 'multiuser coding,' to unify multiple-access and traditional coding theories. To verify the proposed framework, we propose a uniquely decodable mapping based codebook for futuristic multiple-access communications. A three-dimensional Tanner graph based message passing algorithm is introduced for multiuser detection. Simulation results show that the proposed scheme can support a large number of users with a promising performance.
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U2 - 10.1109/JSYST.2019.2924342
DO - 10.1109/JSYST.2019.2924342
M3 - Article
AN - SCOPUS:85074816653
SN - 1932-8184
VL - 13
SP - 3781
EP - 3792
JO - IEEE Systems Journal
JF - IEEE Systems Journal
IS - 4
M1 - 8765601
ER -