上行瑞利衰落信道下SCMA码本设计
Design of SCMA Codebook for Uplink Rayleigh Fading Channel
摘要: 稀疏码多址接入(SCMA)是一种具有竞争力的码域非正交多址接入技术,通过将调制与稀疏扩频结合在一起,有效提升了通信系统的频谱效率。该文针对现有码本设计中存在的一些问题,提出了一种适用于上行瑞利衰落信道的新型码本设计优化方案。首先将母星座设计从实数域推广到复数域,提高码本设计的自由度;其次,以最大化最小乘积距离为目标,通过遗传算法对码本各参数进行优化。仿真结果表明提出的码本在上行瑞利衰落信道下误码率性能较以往码本有明显改善。
Abstract: Sparse code multiple access (SCMA) is a competitive non-orthogonal code domain multiple access technology. By combining modulation with sparse spread spectrum, it can effectively improve the spectral efficiency of communication system. In this paper, a new optimization scheme of codebook design for uplink Rayleigh fading channel is proposed to solve the existing problems in codebook design. Firstly, the parent constellation design is extended from the real number domain to the complex number domain to improve the freedom of codebook design. Secondly, in order to maximize the minimum product distance, the parameters of the codebook were optimized by genetic algorithm. Simulation results show that the BER performance of the proposed codebook is better than that of previous codebooks in uplink Rayleigh fading channel.
文章引用:高志成, 李旭东. 上行瑞利衰落信道下SCMA码本设计[J]. 无线通信, 2021, 11(2): 7-16. https://doi.org/10.12677/HJWC.2021.112002

参考文献

[1] Ding, Z,, Lei, X., Karagiannidis, G.K., et al. (2017) A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends. IEEE Journal on Selected Areas in Communications, 35, 2181-2195.
[Google Scholar] [CrossRef
[2] Nikopour, H. and Baligh, H. (2013) Sparse Code Multiple Access. 2013 IEEE 23th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), 8-11 September 2013, London.
[Google Scholar] [CrossRef
[3] Taherzadeh, M., Nikopour, H., Bayesteh, A., et al. (2013) SCMA Codebook Design. 2013 IEEE 80th Vehicular Technology Conference (VTC2013-Fall), 14-17 September 2014, Vancouver.
[Google Scholar] [CrossRef
[4] Yu, L., Lei, X., Fan, P., et al. (2015) An Optimized Design of SCMA Codebook Based on Star-QAM Signaling Constellations. 2015 International Conference on Wireless Communications & Signal Processing (WCSP), 15-17 October 2015, Nanjing.
[Google Scholar] [CrossRef
[5] Bao, J., Ma, Z., Ding, Z., et al. (2016) On the Design of Multiuser Codebooks for Uplink SCMA Systems. IEEE Communications Letters, 20, 1920-1923.
[Google Scholar] [CrossRef
[6] Alam, M. and Zhang, Q. (2017) Performance Study of SCMA Codebook Design. 2017 IEEE Wireless Communications and Networking Conference (WCNC), 19-22 March 2017, San Francisco.
[Google Scholar] [CrossRef
[7] Van De Beek, J. and Popovic, B.M. (2009) Multiple Access with Low-Density Signatures. GLOBECOM 2009-2009 IEEE Global Telecommunications Conference, 30 November-4 December 2009, Honolulu.
[Google Scholar] [CrossRef
[8] Boutros, J., Viterbo, E., Rastello, C., et al. (1996) Good Lattice Constellations for Both Rayleigh Fading and Gaussian Channels. IEEE Transactions on Information Theory, 42, 502-518.
[Google Scholar] [CrossRef
[9] Hoshyar, R., Wathan, F.P. and Tafazolli, R. (2008) Novel Low-Density Signature for Synchronous CDMA Systems over AWGN Channel. IEEE Transactions on Signal Processing, 56, 1616-1626.
[Google Scholar] [CrossRef
[10] Klimentyev, V.P. and Sergienko, A.B. (2017) SCMA Codebooks Optimization Based on Genetic Algorithm. European Wireless 2017; 23th European Wireless Conference, 17 August 2017.
[11] Chen, Y. and Chen, J. (2020) On the Design of Near-Optimal Sparse Code Multiple Access Codebooks. IEEE Transactions on Communications, 68, 2950-2962.
[Google Scholar] [CrossRef