Doubly selective channel estimation and equalization based on ICI/ISI mitigation for OQAM-FBMC systems

被引:7
|
作者
Wang, Ying [1 ,3 ]
Guo, Qiang [1 ,2 ]
Xiang, Jianhong [1 ,2 ]
Liu, Yang [3 ,4 ]
机构
[1] Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China
[2] Harbin Engn Univ, Key Lab Adv Ship Commun & Informat Technol, Harbin 150001, Peoples R China
[3] Sichuan Key Lab Agile Intelligent Comp, Chengdu 610036, Peoples R China
[4] Southwest China Inst Elect Technol, Chengdu 610036, Peoples R China
关键词
OQAM-FBMC; Channel estimation; ICI; ISI mitigation; SAOSP algorithm; Suboptimal MMSE equalization; CHALLENGES; MODELS; SCHEME;
D O I
10.1016/j.phycom.2023.102120
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Over a doubly selective channel, broadband transmission systems face challenges in channel estimation and equalization. High mobility causes inter-carrier interference (ICI), while multipath transmission induces inter-symbol interference (ISI). In this paper, we present a mitigation method of ICI/ISI for the offset quadrature amplitude-modulated filter bank multi-carrier (OQAM-FBMC) system. It features low inherent imaginary interference (IMI) sensitivity and high efficiency. Specifically, a pilot indices optimization algorithm and a sparse adaptive orthogonal subspace pursuit (SAOSP) algorithm are presented based on the 2-D channel modeling scheme. The guard pilots are first added to mitigate the effect of ICI. Then the index optimization and SAOSP algorithms are applied to achieve a high-accuracy estimation of sparse channel coefficients. In addition, a threshold judgment suboptimal minimum mean square error (MMSE) equalization method is presented based on the variability of the interference power. The method uses normalized interference power thresholds to estimate the ISI dimension and reduce the equalization data, thus mitigating the effect of ISI and achieving efficient equalization. To verify the above methods, single-input-single-output (SISO) and multiple-input-multiple-output (MIMO) models are built. Simulation results indicate a 3-5 dB improvement in channel estimation accuracy. The suboptimal MMSE equalization results are close to the optimal MMSE with about four orders of magnitude reduction in complexity. & COPY; 2023 Elsevier B.V. All rights reserved.
引用
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页数:10
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