Wideband Channel Tracking with Quantization Distortion

Outdated channel state information (CSI) at the base station (BS) can lead to significant performance degradation, making channel tracking crucial. In this paper, we propose a channel tracking algorithm that leverages the Bussgang decomposition and the Kalman filter to mitigate quantization distortion. Simulations demonstrate the effectiveness of the proposed algorithm under conditions of severe quantization distortion.

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Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/ictc62082.2024.10827329
Primary Topic
Advanced Wireless Network Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Wideband Channel Tracking with Quantization Distortion

Mintaek Oh, Jinseok Choi, Jeonghun Park, S.-W. Kim
Advanced Wireless Network Optimization
article

Wideband Channel Tracking with Quantization Distortion

Mintaek Oh, Jinseok Choi, Jeonghun Park, S.-W. Kim
article en

Abstract

Outdated channel state information (CSI) at the base station (BS) can lead to significant performance degradation, making channel tracking crucial. In this paper, we propose a channel tracking algorithm that leverages the Bussgang decomposition and the Kalman filter to mitigate quantization distortion. Simulations demonstrate the effectiveness of the proposed algorithm under conditions of severe quantization distortion.

Korea Advanced Institute of Science and Technology (KR), Yonsei University (KR)
Defense Acquisition Program Administration
Openalex Percentile: Top 76%
Advanced Wireless Network Optimization
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