On Low-Complexity MMSE Channel Estimation for OCDM Systems

被引:15
作者
Wang, Xin [1 ]
Shen, Xiaohong [1 ]
Hua, Fei [1 ]
Jiang, Zhe [1 ]
机构
[1] Northwestern Polytech Univ, Sch Marine Sci & Technol, Xian 710072, Peoples R China
基金
中国国家自然科学基金;
关键词
OCDM; channel estimation; frequency-selective fading channel; TIME-DOMAIN CHANNEL; FOURIER-TRANSFORM;
D O I
10.1109/LWC.2021.3077641
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this letter, we first present a time-domain model for pilot-assisted MMSE channel estimation in the orthogonal chirp division multiplexing (OCDM) systems. Then by proposing a pilot selection criterion, the complexity of MMSE channel estimation is reduced by the simplification of matrix inversion. Meanwhile, we prove that the criterion can lead to the optimal mean square error (MSE) performance. Furthermore, based on the criterion, by adopting the Zadoff-Chu sequences as pilots and presenting a split-and-decomposition algorithm, we propose a low-complexity channel estimator for OCDM. The complexity of the proposed estimator is O( N log L/2), while the estimator in existing literature for OCDM is O(N logN), where L is the channel length and N is the number of subcarriers. Numerical results are provided to verify the performance of the proposed algorithm over frequency-selective Rayleigh fading channels. It turns out that the proposed estimator can significantly reduce the computational complexity without any MSE performance loss.
引用
收藏
页码:1697 / 1701
页数:5
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