Joint Inter-Symbol Interference and I/Q Imbalance Cancellation in FTN Systems

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2025-01-07 DOI:10.1109/TWC.2024.3523493
Mingfei Tong;Xiaojing Huang;J. Andrew Zhang
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Abstract

Current research on faster-than-Nyquist (FTN) systems mainly focuses on baseband digital signal processing without considering the impact of I/Q imbalance (IQI) caused by hardware impairments in the signal chain. To address this problem, this paper considers frequency-dependent IQI and applies the frame-based decision-directed successive interference cancellation (DDSIC) algorithm after minimum mean square error (MMSE) equalization to jointly mitigate inter-symbol interference (ISI) and IQI. We introduce extended-dimension signal models, which use both original and image signals to describe the impact of IQI. Based on the models, a two-stage iterative DDSIC algorithm is then proposed, achieving effective interference cancellation. Furthermore, the theoretical bit error rate (BER) for each iteration of DDSIC and the BER lower bound of the proposed system are derived. Simulation results demonstrate the superiority of DDSIC over some existing algorithms under both additive white Gaussian noise (AWGN) and multipath fading channels. These results also validate the derived theoretical BER expressions and the robustness of our scheme under various ISI and IQI scenarios, respectively.
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FTN系统中联合码间干扰与I/Q不平衡消除
目前对FTN系统的研究主要集中在基带数字信号处理上,而没有考虑信号链中硬件损伤引起的I/Q不平衡(IQI)的影响。为了解决这一问题,本文考虑了频率相关的IQI,并采用最小均方误差(MMSE)均衡后的基于帧的决策导向连续干扰消除(DDSIC)算法来联合缓解符号间干扰(ISI)和IQI。我们引入了扩展维信号模型,该模型使用原始和图像信号来描述IQI的影响。在此基础上,提出了一种两阶段迭代DDSIC算法,实现了有效的干扰消除。此外,还推导了DDSIC每次迭代的理论误码率(BER)和误码率下界。仿真结果表明,在加性高斯白噪声和多径衰落信道下,DDSIC算法都优于现有算法。这些结果也验证了推导的理论误码率表达式以及我们的方案在各种ISI和IQI场景下的鲁棒性。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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