Linear WDE for performance enhancement of MIMO-OFDM system in the presence of Co-CFO

IF 5.9 Q1 ENGINEERING, MULTIDISCIPLINARY
Khaled Ramadan , Emad S. Hassan
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引用次数: 0

Abstract

The Discrete Walsh Hadamard Transform (DWHT) has emerged as an efficient alternative to the Discrete Fourier Transform (DFT) for Orthogonal Frequency Division Multiplexing (OFDM) implementations, particularly in handling channel impairments. In this article, we proposed an efficient Joint Low Complexity Regularized Zero Forcing-Wavelet Domain Equalizer (JLCRLZF-WDE) to replace the traditional Frequency Domain Equalizer (FDE) in DWHT-OFDM systems. Unlike FDE, which requires additional DFT and Inverse DFT (IDFT) computations, the proposed JLCRLZF-WDE directly operates in the Walsh domain, effectively mitigating the computational overhead. The derivation of the proposed JLCRLZF-WDE equations take the effect of the channel, Co-Carrier Frequency Offset (Co-CFO), as well as the noise into account. During the derivation of the system model equations, we assume a Multiple-Input-Multiple-Output (MIMO)-OFDM communication system through a Rayleigh fading channel. The Bit Error Rate (BER) performance and computational complexity of the proposed and the conventional algorithms are compared, indicating the significance of the proposed algorithm. Simulation results confirm the superiority of the proposed equalizer, demonstrating a 23.68%–28.4% reduction in computational complexity compared to Minimum Mean Square Error (LMMSE)-FDE based on DFT, while maintaining comparable BER performance at various MIMO configuration. Furthermore, at a BER of 10−4, the JLCRLZF-WDE achieves performance parity with conventional Walsh domain LMMSE equalizers, whereas other equalizers require an additional Signal-to-Noise Ratio (SNR) of 3.06 dB to achieve the same performance.
在Co-CFO存在下用于MIMO-OFDM系统性能增强的线性WDE
离散Walsh Hadamard变换(DWHT)已成为正交频分复用(OFDM)实现中离散傅立叶变换(DFT)的有效替代方案,特别是在处理信道损伤方面。本文提出了一种高效的联合低复杂度正则化零强制-小波域均衡器(JLCRLZF-WDE)来取代DWHT-OFDM系统中传统的频域均衡器(FDE)。与FDE需要额外的DFT和逆DFT (IDFT)计算不同,JLCRLZF-WDE直接在Walsh域中操作,有效地减少了计算开销。所提出的JLCRLZF-WDE方程的推导考虑了信道、共载波频率偏移(Co-CFO)以及噪声的影响。在推导系统模型方程的过程中,我们假设一个通过瑞利衰落信道的多输入多输出(MIMO)-OFDM通信系统。比较了该算法与传统算法的误码率性能和计算复杂度,说明了该算法的重要意义。仿真结果证实了所提出的均衡器的优越性,与基于DFT的最小均方误差(LMMSE)-FDE相比,计算复杂度降低了23.68%-28.4%,同时在各种MIMO配置下保持了相当的误码性能。此外,在10−4的误码率下,JLCRLZF-WDE实现了与传统Walsh域LMMSE均衡器相同的性能,而其他均衡器需要额外的信噪比(SNR)为3.06 dB才能实现相同的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Defence Technology(防务技术)
Defence Technology(防务技术) Mechanical Engineering, Control and Systems Engineering, Industrial and Manufacturing Engineering
CiteScore
8.70
自引率
0.00%
发文量
728
审稿时长
25 days
期刊介绍: Defence Technology, a peer reviewed journal, is published monthly and aims to become the best international academic exchange platform for the research related to defence technology. It publishes original research papers having direct bearing on defence, with a balanced coverage on analytical, experimental, numerical simulation and applied investigations. It covers various disciplines of science, technology and engineering.
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