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交织多址接入系统定点Logistic交织序列生成算法
引用本文:付仕明,陈畅霖,吴广富,向碧群.交织多址接入系统定点Logistic交织序列生成算法[J].重庆邮电大学学报(自然科学版),2023,35(3):459-467.
作者姓名:付仕明  陈畅霖  吴广富  向碧群
作者单位:重庆第二师范学院 人工智能学院, 重庆 400065;重庆邮电大学 通信与信息工程学院, 重庆 400065;重庆移通学院 大数据与计算机科学学院, 重庆 401520
基金项目:国家自然科学基金项目(62071077);重庆市教育委员会科学技术研究计划项目(KJZD-K202202402, KJQN202201630, KJQN201800642)
摘    要:交织多址接入(interleave division multiple access, IDMA)技术作为典型的非正交多址接入技术,受到学术界和产业界的广泛关注。为降低IDMA系统多用户检测过程存储空间和计算复杂度,采用双极性化的定点Logistic序列与待(解)交织序列对应相乘方式完成(解)交织;同时,为降低任意量化比特长度的定点Logistic序列生成过程时延,采用现场可编程逻辑门阵列进行生成。利用Logistic系统李雅普诺夫指数,确定处于混沌状态的定点Logistic序列量化比特长度;基于平衡度和互相关门限,确定定点Logistic序列开始位置和初值;采用查表法构建非对称基本乘法器,并采用移位相加法计算总乘法器。仿真结果表明,所提算法可以充分利用Logistic序列混沌、平衡度、相关等特性,具有较好的误码率性能。

关 键 词:交织多址接入(IDMA)  交织器  Logistic交织序列  定点乘法器
收稿时间:2022/7/7 0:00:00
修稿时间:2023/4/12 0:00:00

Fixed-point Logistic interleaving sequence generation algorithm for interleave division multiple access system
FU Shiming,CHEN Changlin,WU Guangfu,XIANG Biqun.Fixed-point Logistic interleaving sequence generation algorithm for interleave division multiple access system[J].Journal of Chongqing University of Posts and Telecommunications,2023,35(3):459-467.
Authors:FU Shiming  CHEN Changlin  WU Guangfu  XIANG Biqun
Institution:School of Artificial Intelligence, Chongqing University of Education, Chongqing 400065, P.R. China;School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, P.R. China; School of Big Data & Computer Science Engineering, Chongqing College of Mobile Communication, Chongqing 401520, P.R. China
Abstract:Interleave division multiple access (IDMA) technology, as a typical non-orthogonal multiple access technology, has been widely concerned by academia and industry. In order to reduce storage space and computational complexity of the multi-user detection process of the IDMA system, a dual-polarized fixed-point Logistic sequence is multiplied with the corresponding (de-)interleaving sequence to complete the (de-)interleaving. In order to reduce the time delay in the fixed-point Logistic sequence generation process with arbitrary quantization bit accuracy, a field programmable gate array (FPGA) is used for sequence generation. Firstly, the quantization bit length of the fixed-point Logistic sequence in a chaotic state is determined by using the Lyapunov exponent of the Logistic system; then the initial value and start position of the fixed-point Logistic sequence are determined based on the equilibrium degree and cross correlation threshold; finally, the non-symmetric basic multiplier is constructed by the table look-up (LUT) method, and the total multiplier is calculated by the shift-addition method. Simulation results show that the proposed algorithm can sufficiently use the chaos, equilibrium and correlation properties of Logistic sequences and has a good bit error rate (BER) performance.
Keywords:interleave division multiple access (IDMA)  interleaver  Logistic interleaving sequence  fixed-point multiplier
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