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

In this paper, 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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Publication Details

Journal
IEEE Wireless Communications Letters
Published
2025-04-18
DOI
https://doi.org/10.1109/lwc.2025.3562511
Primary Topic
Radar Systems and Signal Processing
Type
article
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article

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

Jinho Choi
IEEE Wireless Communications Letters
Radar Systems and Signal Processing
article

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

Jinho Choi
article en

Abstract

In this paper, 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.

IEEE Wireless Communications LettersVol. 14(7)
The University of Adelaide (AU)
Affordable and clean energy
Openalex Percentile: Top 90%
Radar Systems and Signal Processing
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