您的位置:山东大学 -> 科技期刊社 -> 《山东大学学报(工学版)》

山东大学学报 (工学版) ›› 2021, Vol. 51 ›› Issue (4): 35-42.doi: 10.6040/j.issn.1672-3961.0.2020.400

• • 上一篇    

FBMC-OQAM系统中一种改进的OPTS算法

王星,马天鸣*,赵清华   

  1. 上海工程技术大学电子电气工程学院, 上海 201620
  • 发布日期:2021-08-18
  • 作者简介:王星(1995— ),女,江苏扬州人,硕士研究生,主要研究方向为FBMC通信技术. E-mail:wx_0202@163.com. *通信作者简介:马天鸣(1983— ),男,上海人,副教授,博士,主要研究方向为5G多载波通信技术. E-mail:tmma@sues.edu.cn
  • 基金资助:
    国家自然科学基金(61601296,61701295,61801286);上海工程技术大学研究生科研创新项目(19KY0215)

An improved OPTS algorithm in FBMC-OQAM system

WANG Xing, MA Tianming*, ZHAO Qinghua   

  1. School of Electrical and Electronic Engineering, Shanghai University of Engineering Science, Shanghai 201620, China
  • Published:2021-08-18

摘要: 针对采用重叠部分传输序列(overlapping partial transmit sequence, OPTS)算法来抑制滤波器组多载波-偏移正交幅度调制(filter bank multicarrier-offset quadrature amplitude modulation, FBMC-OQAM)信号的峰均比(peak-to-average power ratio, PAPR)时会导致计算量过高的问题,在对现有的禁忌搜索算法进行改进后提出一种基于并行禁忌搜索的OPTS(parallel tabu search overlapping partial transmit sequence algorithm, parallel-TS-OPTS)算法,通过将h路传统禁忌搜索算法得出的各自最优解进行遗传交叉操作来优化传统禁忌搜索算法的初始解,从而进一步增大算法搜索到最佳相位因子向量的概率。理论分析与仿真结果表明,本研究的算法可以在获得接近于OPTS算法PAPR抑制效果的同时显著降低算法的计算复杂度,进一步提高FBMC-OQAM系统应用在5G场景中的鲁棒性。

关键词: 滤波器组多载波, 峰均比, 部分传输序列, 禁忌搜索算法, 遗传交叉操作

Abstract: To solve the problem of high computational complexity in the process of suppressing PAPR of filter bank multicarrier-offset quadrature amplitude modulation(FBMC-OQAM)applying the algorithm of overlapping partial transmit sequence(OPTS), a method of improved parallel tabu search overlapping partial transmit sequence algorithm(parallel-TS-OPTS)was proposed,which further increased the probability of finding the best phase factor vector by the operation of genetic crossover of the optimal solution of h-path traditional tabu search algorithm to optimize its initial solution. Theoretical analysis and simulation results showed that the proposed algorithm could not only achieve a PAPR suppression effect close to that of OPTS algorithm, but also significantly reduced the computational complexity of the algorithm, and further improved the robustness of FBMC-OQAM system applied in 5G scenarios.

Key words: filter bank multicarrier, PAPR, partial transmit sequence, tabu search algorithm, genetic cross operation

中图分类号: 

  • TP391
[1] NA D J, CHOI K. DFT Spreading-based low PAPR FBMC with embedded side information[J]. IEEE Transactions on Communications, 2020, 68(3):1731-1745.
[2] NA D J, CHOI K. Low PAPR FBMC[J].IEEE Transactions on Wireless Communications, 2018, 17(1):182-193.
[3] CHEN Da, TIAN Yuan, QU Daiming, et al. OQAM-OFDM for wireless communications in future internet of things: a survey on key technologies and challenges[J].IEEE Internet of Things Journal, 2018, 5(5):3788-3809.
[4] SLIMANE S B. Peak-to-average power ratio reduction of OFDM signals using pulse shaping[C] //Proceedings of 2000 IEEE Global Telecommunications Conference. San Francisco, USA:IEEE, 2000:1412-1416.
[5] JIANG Tao, ZHU Guangxi. Nonlinear companding transform for reducing peak-to-average power ratio of OFDM signals[J]. Mini-micro Systems, 2004, 50(3):342-346.
[6] MUTA O, OHKI Y, KAGEYAMA T. Partial scrambling selected mapping for PAPR reduction of OFDM signals[J].IEICE Communication Express, 2017, 6(9):535-541.
[7] CHEN Houshou, CHUNG Kuochen. A low complexity PTS technique using minimal trellis in OFDM systems[J]. IEEE Transactions on Vehicular Technology, 2018, 67(1):817-821.
[8] KOLLAR Z, HORVATH P. PAPR reduction of FBMC by clipping and its iterative compensation[J].Journal of Computer Networks and Communications, 2012:1-11.
[9] YOU Zihao, LU I T, YANG Rui, et al. Flexible companding design for PAPR reduction in OFDM and FBMC systems[C] //Proceedings of 2013 International Conference on Computing, Networking and Communications.San Diego, USA:IEEE, 2013:408-412.
[10] SHI Nan, WEI Shouming. A partial transmit sequences based approach for the reduction of peak-to-average power ratio in FBMC system[C] //Proceedings of 2016 25th Wireless and Optical Communications Conference.Chengdu, China:IEEE, 2016:1-3.
[11] Lü Siying, ZHAO Junhui, YANG Lihua, et al. Genetic algorithm based bilayer PTS scheme for peak-to-average power ratio reduction of FBMC/OQAM signal[J]. IEEE Access, 2020, 8:17945-17955.
[12] HE Zongmiao, ZHOU Lingyu, CHEN Yiou, et al. Low-complexity PTS scheme for PAPR reduction in FBMC-OQAM systems[J].IEEE Communications Letters, 2018, 22(11):2322-2325.
[13] YANG Chaosan, LIU Rongke, ZHAO Ling, et al. Modified SLM scheme of FBMC signal in satellite communications[J].IET Communications, 2019, 13(11):1702-1708.
[14] 赵耿, 李琬璐, 马英杰, 等.基于混沌序列降低FBMC系统峰均比方法的研究[J].计算机应用与软件, 2018, 35(9):195-204. ZHAO Geng, LI Wanlu, MA Yingjie, et al.Reducing peak average power ratio of FBMC system based on chaotic sequence[J]. Computer Applications and Software, 2018, 35(9):195-204.
[15] ZHAO Junhui, NI Shanjin, GONG Yi.Peak-to-average power ratio reduction of FBMC/OQAM signal using a joint optimization scheme[J]. IEEE Access, 2017, 5:15810-15819.
[16] MOON J H, NAM Y R, KIM J H. PAPR reduction in the FBMC-OQAM system via segment-based optimization[J]. IEEE Access, 2018, 6:4994-5002.
[17] HE Shaoming, SHIN H S, TSOURDOS A. Track-oriented multiple hypothesis tracking based on tabu search and gibbs sampling[J].IEEE Sensors Journal, 2018, 18(1):328-339.
[18] LIU Heng, ZHANG Jiayi, ZHANG Xiaodan, et al. Tabu-search-based pilot assignment for cell-free massive MIMO systems[J].IEEE Transactions on Vehicular Technology, 2020, 69(2):2286-2290.
[19] GARG A, SAINI G. A PAPR reduction analysis of various techniques in OFDM system[C] //Proceedings of 2016 International Conference on Micro-Electronics and Telecommunication Engineering.Ghaziabad, India: IEEE, 2016: 349-354.
[20] IX-ITU. Guidelines for evaluation of radio transmission technologies for IMT-2000:ITU-R M.1225-1997[S]. [S.l.] : International Telecommunication Union, 1997.
[21] CHENG Xing, LIU Dejun, SHI Wenzhe, et al. A novel conversion vector-based low-complexity SLM scheme for PAPR reduction in FBMC/OQAM systems[J]. IEEE Transactions on Broadcasting, 2020, 66(3):656-666.
[22] YE Chen, LI Zijun, JIANG Tao, et al. PAPR reduction of OQAM-OFDM signals using segmental PTS scheme with low complexity[J].IEEE Transactions on Broadcasting, 2014, 60(1):141-147.
[1] 张国亮,李波*,王运发. 多等级电动汽车充电站的选址与算法[J]. 山东大学学报(工学版), 2011, 41(6): 136-142.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!