Characterization and Optimization of Coding Performance in Downlink NOMA With Finite-Alphabet Inputs and Finite Blocklength

被引:2
作者
Ng, Benjamin K. [1 ]
Lam, Chan-Tong [1 ]
机构
[1] Macao Polytech Univ, Fac Appl Sci, Macau, Peoples R China
关键词
NOMA; Codes; Downlink; Optimization; Resource management; Random variables; Decoding; finite blocklength; finite-alphabet inputs; power allocation; NONORTHOGONAL MULTIPLE-ACCESS; CONSTELLATION; CODES; POWER;
D O I
10.1109/TWC.2023.3303041
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, the channel coding performance with finite-alphabet inputs and finite blocklength in a two-user downlink non-orthogonal-multiple-access (NOMA) system is characterized from an information-theoretic perspective, and optimized with proper power allocation and constellation design. While previous works in NOMA were mainly focused on either infinite blocklength performance or finite blocklength performance with Gaussian inputs, we obtain the information-theoretic achievable rates accurate up to second-order as a function of the blocklength for both NOMA users employing finite-alphabet inputs subject to the average total power constraint. Taking advantage of the theoretical results, we formulate the rate and error-rate performance optimization problems in the finite blocklength regime for finite-alphabet inputs, from which the optimal power allocation and constellation-rotation can be derived. Furthermore, polar codes and LDPC are employed to demonstrate how close their performances are from the second-order achievable bound when the blocklength is short. Our results are important in machine-type or IoT communications where lightweight modulations and short blocklength are more relevant compared with traditional Gaussian-inputs assumption.
引用
收藏
页码:2796 / 2811
页数:16
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