One-Shot Parametric Delay-Doppler Estimation in OFDM Radar for ISAC

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-04-18 DOI:10.1109/LWC.2025.3562511
Jinho Choi
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Abstract

In this letter, we study one-shot parametric delay-Doppler estimation when orthogonal frequency division multiplexing (OFDM) signals are used for integrated sensing and communication (ISAC). For one-shot estimation using a single OFDM frame, we employ the dynamic mode decomposition (DMD) algorithm and perform separate estimations in the delay and Doppler domains to reduce computational complexity, which is particularly important for agile, real-time signal processing in dynamic environments. Simulation results demonstrate that the DMD-based approach achieves reasonable performance using only a single OFDM frame.
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ISAC OFDM雷达单次参数延迟-多普勒估计
在这篇文章中,我们研究了正交频分复用(OFDM)信号用于集成传感和通信(ISAC)时的单次参数延迟多普勒估计。对于使用单个OFDM帧的单次估计,我们采用动态模式分解(DMD)算法,并在延迟和多普勒域中分别进行估计,以降低计算复杂度,这对于动态环境中敏捷、实时的信号处理尤为重要。仿真结果表明,基于dmd的方法仅使用单个OFDM帧即可获得合理的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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