{"title":"One-Shot Parametric Delay-Doppler Estimation in OFDM Radar for ISAC","authors":"Jinho Choi","doi":"10.1109/LWC.2025.3562511","DOIUrl":null,"url":null,"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.","PeriodicalId":13343,"journal":{"name":"IEEE Wireless Communications Letters","volume":"14 7","pages":"2064-2068"},"PeriodicalIF":5.5000,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Wireless Communications Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10969988/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
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.
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.