On Low-Complexity MMSE Channel Estimation for OCDM Systems

Xin Wang, Xiaohong Shen, Fei Hua, Zhe Jiang

科研成果: 期刊稿件文章同行评审

19 引用 (Scopus)

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 $\mathcal {O}\left({N\log {\frac {L}{2}}}\right)$ , while the estimator in existing literature for OCDM is $\mathcal {O}(N\log {N})$ , 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.

源语言英语
文章编号9424142
页(从-至)1697-1701
页数5
期刊IEEE Wireless Communications Letters
10
8
DOI
出版状态已出版 - 8月 2021

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