摘要
针对正交时频空(Orthogonal Time Frequency Space,OTFS)调制系统采用矩形窗函数时,信道矩阵结构复杂导致的鲁棒性差的问题,提出了一种基于时域处理和酉近似消息传递的检测算法。该算法首先添加循环前缀,将时域信道转换为分块对角矩阵;然后应用酉变换和近似消息传递建立迭代检测算法。仿真结果表明,所提检测算法能够在不增加复杂度的条件下有效提升检测精度和鲁棒性,特别是存在信道编码的条件下表现出2 dB的性能增益,使得该算法更适用于杂散多径、高速移动等环境,具有较高的应用价值。
To solve the problem of complex channel matrix structure when rectangular window function is used in orthogonal time-frequency space(OTFS)modulation system,a detection algorithm based on time domain processing and unitary approximate message transfer is proposed.In this algorithm,the time domain channel is converted to block diagonal matrix by adding cyclic prefixes(CP),and then an iterative detection algorithm is established by using unitary transformation and approximate message passing(AMP).Simulation results show that the proposed detection algorithm can effectively improve the detection accuracy and robustness without increasing the complexity.In the presence of channel coding,the performance gain is 2 dB,which makes it suitable for the scenarios of stray multipath and high-speed movement,so it has high application value.
作者
史梁
袁正道
蔡豪
赵恒
刘飞
周震
SHI Liang;YUAN Zhengdao;CAI Hao;ZHAO Heng;LIU Fei;ZHOU Zhen(Postdoctoral Workstation,Open University of Henan,Zhengzhou 450001,China;School of Information Engineering,Zhengzhou University,Zhengzhou 450001,China;School of Information Technology,Luoyang Normal University,Luoyang 471934,China)
出处
《电讯技术》
北大核心
2023年第7期1073-1079,共7页
Telecommunication Engineering
基金
国家自然科学基金资助项目(6210156)
河南省科技攻关项目(212102210542)
河南省高等学校重点研究课题(21A520011)
河南省高等教育教学改革项目(2021SJGLX606)
河南开放大学物联网技术科研平台。
关键词
正交时频空调制
近似消息传递
迭代检测算法
循环前缀
分块对角矩阵
orthogonal time frequency space(OTFS)modulation
approximate message passing(AMP)
iterative detection algorithm
cyclic prefixes
block diagonal matrix