计算机科学 ›› 2026, Vol. 53 ›› Issue (6A): 250700081-7.doi: 10.11896/jsjkx.250700081

• 网络&通信 • 上一篇    下一篇

双频索引调制辅助非正交多址系统设计及FPGA实现

项楠天, 郑兴, 施昌涵   

  1. 杭州电子科技大学射频电路与系统教育部重点实验室 杭州 310018
  • 出版日期:2026-06-16 发布日期:2026-06-12
  • 通讯作者: 郑兴(zhengxing@hdu.edu.cn)
  • 作者简介:(xnt1118@163.com)

Dual-frequency Index Modulation Assisted Non-orthogonal Multiple Access System Design and FPGA Implementation

XIANG Nantian, ZHENG Xing, SHI Changhan   

  1. Key Laboratory of RF Circuits and Systems of Ministry of Education,Hangzhou Dianzi University,Hangzhou 310018,China
  • Published:2026-06-16 Online:2026-06-12
  • About author:XIANG Nantian,born in 2000,postgraduate.His main research interests include index modulation,non-orthogonal multiple access and FPGA technology.
    ZHENG Xing,born in 1983,associate professor.His main research interests include high-speed optical communication and OFDM technology.

摘要: 随着5G到6G通信的演进,移动通信系统面临海量用户连接和数据传输。作为未来通信的候选技术之一的非正交多址技术(NOMA),通过功率域复用用户信号来显著提升频谱效率,但存在能量消耗高和功率分配优化等问题。为了缓解以上问题,提出了一种基于双频索引调制辅助的非正交多址系统传输方法(DFIM-NOMA),其结合了非正交多址的高频谱利用率特性和索引调制的灵活性以及高能量效率的优势。在系统发送端使用双频索引调制提高信息传输中隐式信号传输的比例,在接收端使用串行干扰相消(SIC)和最大似然检测(ML)解调两用户混叠发射信号。利用MATLAB搭建测试的系统数字模型进行仿真验证,并在现场可编程门阵列上进行系统基带实现。实验结果表明,在使用相同频谱资源和发送相同信号条件下,与传统索引调制辅助非正交多址相比(IM-NOMA),增加索引调制信号比例可以减少需要发送的实际信号数量;在误码率性能相差不大的情况下,可以使发送信号的平均幅值减少约1/3,能量消耗理论上降低约50%。

关键词: 索引调制, 非正交多址, 最大似然估计, 误码率, 串行干扰相消, FPGA

Abstract: With the evolution of 5G to 6G communication,mobile communication systems are facing massive user connections and data transmission.Non-orthogonal multiple access(NOMA),as one of the candidate technologies for future communication,significantly improves spectrum efficiency by reusing user signals in the power domain,but there are problems such as high energy consumption and power allocation optimization.In order to alleviate the above problems,this paper proposes a transmission me-thod based on dual-frequency index modulation assisted non-orthogonal multiple access system(DFIM-NOMA),which combines the high spectrum utilization characteristics of non-orthogonal multiple access with the flexibility of index modulation and the advantages of high energy efficiency.At the transmitter of the system,dual-frequency index modulation is used to improve the proportion of implicit signal transmission in information transmission.At the receiver,serial interference cancellation(SIC) and maximum likelihood detection(ML) are used to demodulate the mixed transmission signal of two users.The digital model of the test system is built by MATLAB for simulation verification,and the system baseband is implemented on the field programmable gate array.Experimental results show that under the condition of using the same spectrum resources and sending the same signal,compared with the traditional index modulation assisted non-orthogonal multiple access(IM-NOMA),increasing the proportion of index modulation signals can reduce the number of actual signals to be sent;in the case of little difference in bit error rate performance,the average amplitude of the transmitted signal can be reduced by about one-third,and the transmission energy consumption can be theoretically reduced by about 50%.

Key words: Index modulation, Non-orthogonal multiple access, Maximum likelihood estimation, Bit error rate, Serial interference cancellation, FPGA

中图分类号: 

  • TN929.5
[1] MAKKI B,CHITTI K,BEHRAVAN A,et al.A survey of NOMA:Current status and open research challenges[J].IEEE Open Journal of the Communications Society,2020,1:179-189.
[2] SONG R F,WANG H H.Research on MIMO-NOMA transmission mechanism:problems and new methods [J].Journal of Nanjing University of Posts and Telecommunications(Natural Science Edition),2022,42(3):1-13.
[3] JING X R,ZHANG S S.Precoding design based on dynamic sub-connection hybrid structure in millimeter-wave massive MIMO-NOMA systems [J].System Engineering and Electronics,2021,43(12):3716-3724.
[4] QIAN L P,FENG A,HUANG Y,et al.Optimal SIC ordering and computation resource allocation in MEC-aware NOMA NB-IoT networks[J].IEEE Internet of Things Journal,2018,6(2):2806-2816.
[5] BASAR E,WEN M,MESLEH R,et al.Index modulation techniques for next-generation wireless networks[J].IEEE Access,2017,5:16693-16746.
[6] KANG G,LIU H,LI K.Analysis on the new progress of spectrum planning of IMT-2020(5G)[C]//Journal of Physics:Conference Series.IOP Publishing,2020.
[7] ARSLAN E,DOGUKAN A T,BASAR E.Index modulation-based flexible non-orthogonal multiple access[J].IEEE Wireless Communications Letters,2020,9(11):1942-1946.
[8] ALMOHAMAD A,HASNA M O,ALTHUNIBAT S,et al.A novel downlink IM-NOMA scheme[J].IEEE Open Journal of the Communications Society,2021,2:235-244.
[9] XIE Z,YI W,WU X,et al.Exploiting index modulation for enhanced NOMA[C]//GLOBECOM 2023-2023 IEEE Global Communications Conference.IEEE,2023:4915-4920.
[10] ALMOHAMAD A,HASNA M,ALTHUNIBAT S,et al.Lowcomplexity constellation rotation-based SIC detection for IM-NOMA schemes[C]//2020 IEEE 92nd Vehicular Technology Conference(VTC2020-Fall).IEEE,2020:1-5.
[11] SABUD S,KUMAR P.A Novel Rotated Constellation-BasedLLR Detector for Flexible NOMA Based OFDM-IM Scheme[C]//2024 IEEE Wireless Communications and Networking Conference(WCNC).2024:1-6.
[12] CHEN X,WEN M,DANG S.On the performance of cooperative OFDM-NOMA system with index modulation[J].IEEE Wireless Communications Letters,2020,9(9):1346-1350.
[13] MAKKAR R,JAIN M,RAWAL D,et al.On Performance ofCooperative OFDM Index Modulation Aided Hybrid NOMA System[C]//2024 IEEE 99th Vehicular Technology Conference(VTC2024-Spring).IEEE,2024:1-5.
[14] BAE Y K,YEOM J S,JUNG B C.Performance analysis of uplink index-modulated NOMA for 6G wireless communications[J].IEEE Wireless Communications Letters,2023,12(8):1404-1408.
[15] SHAHAB M B,JOHNSON S J,SHIRVANIMOGHADDAMM,et al.Index modulation aided uplink NOMA for massive machine type communications[J].IEEE Wireless Communications Letters,2020,9(12):2159-2162.
[16] ALTHUNIBAT S,MESLEH R,RAHMAN T F.A novel uplink multiple access technique based on index-modulation concept[J].IEEE Transactions on Communications,2019,67(7):4848-4855.
[17] LAI K,LEI J,WEN L,et al.Codeword position index modulation design for sparse code multiple access system[J].IEEE Transactions on Vehicular Technology,2020,69(11):13273-13288.
[18] YOU B,JING H L,DONG K M.Performance analysis and po-wer allocation of non-ideal interference cancellation full-duplex cooperative NOMA systems [J].Journal of Electronics,2024,52(3):792-802.
[19] HU X G,WU G F,LI T.The power allocation scheme of MIMO-NOMA system based on QoE [J].Journal of Beijing University of Posts and Telecommunications,2021,44(4):62-67.
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