Coupled-Interference Modeled FTN Signaling Over Doubly Selective Fading Channels: Joint Subpath Recovery and Iterative Detection

IF 10.3 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Qiang Li;Yan Wang;Liping Li;Yingsong Li;Xingwang Li;Kai-Kit Wong;Chau Yuen
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引用次数: 0

Abstract

Faster-than-Nyquist (FTN) technique promises higher capacity and spectral efficiency for wireless communications. However, existing FTN studies over doubly-selective fading (DSF) channels separate channel-induced inter-symbol interference (channel-ISI) and FTN-induced ISI (FTN-ISI) to simplify cancellation. In practical DSF scenarios, the inherent coupling between FTN-ISI and channel-ISI causes significant performance degradation in conventional detection algorithms. To address this limitation, we first derive a practical FTN transmission model over DSF channels and construct the corresponding coupled interference matrix. Considering that data detection relies on efficient channel estimation, we propose a channel estimation algorithm with joint recovery of resolvable subpath parameters. This algorithm decomposes propagation paths into resolvable subpaths with independent delay-Doppler characteristics, achieving enhanced estimation accuracy through joint gain-phase optimization. Finally, building on the derived transceiver model and coupled interference matrix, we propose a whitening-enhanced orthogonal approximate message passing (WE-OAMP) algorithm that suppresses coupled interference through iterative linear-nonlinear estimation while maintaining spectral compactness. This algorithm constructs a whitening matrix using the FTN-ISI matrix to suppress noise correlation, and then performs detection through iterative linear and nonlinear estimation. Simulation results validate that the WE-OAMP algorithm outperforms benchmark algorithms in terms of bit error rate performance, especially in coded systems. Furthermore, we derive the achievable capacity of FTN signaling with WE-OAMP detection, demonstrating capacity improvement compared to Nyquist systems.
双选择性衰落信道上的耦合干扰建模FTN信令:联合子路径恢复和迭代检测
比奈奎斯特更快(FTN)技术为无线通信提供了更高的容量和频谱效率。然而,现有的基于双选择性衰落(DSF)信道的FTN研究将信道诱导码间干扰(channel-ISI)和FTN诱导码间干扰(FTN-ISI)分开,以简化对消。在实际的DSF场景中,FTN-ISI和channel-ISI之间的固有耦合导致传统检测算法的性能显著下降。为了解决这一限制,我们首先推导了DSF信道上的实际FTN传输模型,并构造了相应的耦合干扰矩阵。考虑到数据检测依赖于有效的信道估计,提出了一种可分辨子路径参数联合恢复的信道估计算法。该算法将传播路径分解为具有独立延迟多普勒特性的可分辨子路径,通过联合增益-相位优化提高估计精度。最后,在导出的收发器模型和耦合干扰矩阵的基础上,我们提出了一种增强白化的正交近似消息传递(we - oamp)算法,该算法通过迭代线性-非线性估计来抑制耦合干扰,同时保持频谱紧凑性。该算法利用FTN-ISI矩阵构造白化矩阵抑制噪声相关性,然后通过迭代线性和非线性估计进行检测。仿真结果验证了WE-OAMP算法在误码率性能方面优于基准算法,特别是在编码系统中。此外,我们推导了使用we - oamp检测的FTN信令的可实现容量,证明了与Nyquist系统相比的容量改进。
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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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