Chirp Parameter Selection for Affine Frequency Division Multiplexing With MMSE Equalization

IF 8.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Communications Pub Date : 2024-12-18 DOI:10.1109/TCOMM.2024.3519521
Zunqi Li;Chuanbin Zhang;Ge Song;Xiaojie Fang;Xuejun Sha;Dirk T. M. Slock
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Abstract

Affine Frequency Division Multiplexing (AFDM) is a chirp-transform modulation technique that has shown reliable performance in high-mobility scenarios, making it an attractive option for next generation communication systems. Recent literature suggests that under chirp parameter adjustment, AFDM can achieve optimal diversity performance in delay-doppler channels with maximum likelihood (ML) detection. However, the performance of AFDM with minimum mean square error equalization (MMSE-Eq) has not been extensively investigated in the existing literature. In this paper, we analyze the performance of AFDM with MMSE-Eq, derive a lower bound for the theoretical bit error rate (BER) of the AFDM system, and discuss the relationship between chirp parameters and performance degradation. To optimize BER performance, we propose two distinct chirp parameter selection strategies for frequency selective and doubly selective channels, respectively. These strategies offer the advantage of avoiding extensive computations. Additionally, we propose a low-complexity and high-performance iterative MMSE-Eq algorithm based on time-domain channel matrix operations. The algorithm resolves the issue encountered in existing low-complexity methods, where different chirp parameter selections significantly impact the complexity. Simulation results demonstrate the efficacy of our proposed parameter selection strategies and the outstanding BER performance achieved by the iterative MMSE-Eq algorithm.
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采用 MMSE 均衡的仿射频分复用的啁啾参数选择
仿射频分复用(AFDM)是一种啁啾变换调制技术,在高移动场景中表现出可靠的性能,使其成为下一代通信系统的一个有吸引力的选择。最近的文献表明,在啁啾参数调整下,AFDM在最大似然(ML)检测下可以在延迟多普勒信道中获得最佳的分集性能。然而,采用最小均方误差均衡(MMSE-Eq)的AFDM的性能在现有文献中尚未得到广泛的研究。本文分析了基于MMSE-Eq的AFDM系统的性能,推导了AFDM系统理论误码率(BER)的下界,并讨论了啁啾参数与性能退化的关系。为了优化误码率性能,我们分别针对频率选择性和双选择性信道提出了两种不同的啁啾参数选择策略。这些策略提供了避免大量计算的优点。此外,我们还提出了一种基于时域信道矩阵运算的低复杂度高性能迭代MMSE-Eq算法。该算法解决了现有低复杂度方法中不同啁啾参数选择对复杂度影响较大的问题。仿真结果证明了所提参数选择策略的有效性和迭代MMSE-Eq算法所取得的出色的误码率性能。
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来源期刊
IEEE Transactions on Communications
IEEE Transactions on Communications 工程技术-电信学
CiteScore
16.10
自引率
8.40%
发文量
528
审稿时长
4.1 months
期刊介绍: The IEEE Transactions on Communications is dedicated to publishing high-quality manuscripts that showcase advancements in the state-of-the-art of telecommunications. Our scope encompasses all aspects of telecommunications, including telephone, telegraphy, facsimile, and television, facilitated by electromagnetic propagation methods such as radio, wire, aerial, underground, coaxial, and submarine cables, as well as waveguides, communication satellites, and lasers. We cover telecommunications in various settings, including marine, aeronautical, space, and fixed station services, addressing topics such as repeaters, radio relaying, signal storage, regeneration, error detection and correction, multiplexing, carrier techniques, communication switching systems, data communications, and communication theory. Join us in advancing the field of telecommunications through groundbreaking research and innovation.
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