Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems

In orthogonal time-frequency space communications, the performances of existing on-grid and off-grid channel estimation (CE) schemes are determined by the delay-Doppler (DD) grid density. In practice, multiple real-life DD channel responses might be co-located within a same DD grid interval, leading to performance degradation. A finer grid interval is needed to distinguish these responses, but this could result in a significantly higher CE complexity when traditional methods are used. To address this issue, a grid evolution method for doubly fractional CE is proposed by evolving the initially uniform coarse DD grid into a non-uniform dense grid. Simulation results show that our proposed method leads to improved computational efficiency, and achieves a good trade-off between CE performance and complexity.

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Publication Details

Journal
IEEE Transactions on Vehicular Technology
Published
2024-10-02
DOI
https://doi.org/10.1109/tvt.2024.3472695
Citations
5
Primary Topic
PAPR reduction in OFDM
Type
article
Field-Weighted Citation Impact
1.04

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article

Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems

Pingzhi Fan, Qianli Wang, Xiangjun Li, Zilong Liu
5 citations
IEEE Transactions on Vehicular Technology
PAPR reduction in OFDM
1.04
article

Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems

Pingzhi Fan, Qianli Wang, Xiangjun Li, Zilong Liu
article en
5 citations

Abstract

In orthogonal time-frequency space communications, the performances of existing on-grid and off-grid channel estimation (CE) schemes are determined by the delay-Doppler (DD) grid density. In practice, multiple real-life DD channel responses might be co-located within a same DD grid interval, leading to performance degradation. A finer grid interval is needed to distinguish these responses, but this could result in a significantly higher CE complexity when traditional methods are used. To address this issue, a grid evolution method for doubly fractional CE is proposed by evolving the initially uniform coarse DD grid into a non-uniform dense grid. Simulation results show that our proposed method leads to improved computational efficiency, and achieves a good trade-off between CE performance and complexity.

IEEE Transactions on Vehicular TechnologyVol. 74(2)
University of Essex (GB), Southwest Jiaotong University (CN)
National Natural Science Foundation of China, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 23%
PAPR reduction in OFDM
1.04
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