Kaiwei Wang , Jingwei Xu , Guisheng Liao , Yuhong Zhang , Keyi Wang
{"title":"探测与干扰综合多功能雷达的波形设计","authors":"Kaiwei Wang , Jingwei Xu , Guisheng Liao , Yuhong Zhang , Keyi Wang","doi":"10.1016/j.dsp.2025.105570","DOIUrl":null,"url":null,"abstract":"<div><div>It is increasingly demanded that multifunctional radars (MFRs) address electromagnetic compatibility issues caused by a growing number of devices mounted on the same platform. In this paper, we investigate a detection and jamming integrated MFR (DJI-MFR) system capable of operating simultaneously in target detection and electronic warfare (EW) modes. Waveform design poses a significant challenge for DJI-MFR, as it must emulate hostile radar waveforms to achieve jamming while concealing probing waveforms for effective detection. The proposed waveform design method combines a probing waveform component with a jamming waveform component. An integrated waveform with both non-constant and constant modulus properties is designed to accommodate transmitters operating in both linear and saturated states. To ensure detection performance, the autocorrelation of the probing waveform is constrained to a minimum requirement, whereas the cross-correlation between probing and jamming waveforms is restricted below a maximum tolerance threshold. This problem is formulated as an optimization framework and solved using a coordinate descent (CD) algorithm. Detection performance is evaluated by analyzing the signal-to-interference-and-noise ratio (SINR), while jamming effectiveness is quantified through the jamming-to-noise ratio (JNR). Numerical simulations demonstrate the efficacy of the proposed waveform design method for DJI-MFR.</div></div>","PeriodicalId":51011,"journal":{"name":"Digital Signal Processing","volume":"168 ","pages":"Article 105570"},"PeriodicalIF":3.0000,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Waveform design for detection and jamming integrated multifunctional radar\",\"authors\":\"Kaiwei Wang , Jingwei Xu , Guisheng Liao , Yuhong Zhang , Keyi Wang\",\"doi\":\"10.1016/j.dsp.2025.105570\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>It is increasingly demanded that multifunctional radars (MFRs) address electromagnetic compatibility issues caused by a growing number of devices mounted on the same platform. In this paper, we investigate a detection and jamming integrated MFR (DJI-MFR) system capable of operating simultaneously in target detection and electronic warfare (EW) modes. Waveform design poses a significant challenge for DJI-MFR, as it must emulate hostile radar waveforms to achieve jamming while concealing probing waveforms for effective detection. The proposed waveform design method combines a probing waveform component with a jamming waveform component. An integrated waveform with both non-constant and constant modulus properties is designed to accommodate transmitters operating in both linear and saturated states. To ensure detection performance, the autocorrelation of the probing waveform is constrained to a minimum requirement, whereas the cross-correlation between probing and jamming waveforms is restricted below a maximum tolerance threshold. This problem is formulated as an optimization framework and solved using a coordinate descent (CD) algorithm. Detection performance is evaluated by analyzing the signal-to-interference-and-noise ratio (SINR), while jamming effectiveness is quantified through the jamming-to-noise ratio (JNR). Numerical simulations demonstrate the efficacy of the proposed waveform design method for DJI-MFR.</div></div>\",\"PeriodicalId\":51011,\"journal\":{\"name\":\"Digital Signal Processing\",\"volume\":\"168 \",\"pages\":\"Article 105570\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-09-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Digital Signal Processing\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1051200425005925\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digital Signal Processing","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1051200425005925","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Waveform design for detection and jamming integrated multifunctional radar
It is increasingly demanded that multifunctional radars (MFRs) address electromagnetic compatibility issues caused by a growing number of devices mounted on the same platform. In this paper, we investigate a detection and jamming integrated MFR (DJI-MFR) system capable of operating simultaneously in target detection and electronic warfare (EW) modes. Waveform design poses a significant challenge for DJI-MFR, as it must emulate hostile radar waveforms to achieve jamming while concealing probing waveforms for effective detection. The proposed waveform design method combines a probing waveform component with a jamming waveform component. An integrated waveform with both non-constant and constant modulus properties is designed to accommodate transmitters operating in both linear and saturated states. To ensure detection performance, the autocorrelation of the probing waveform is constrained to a minimum requirement, whereas the cross-correlation between probing and jamming waveforms is restricted below a maximum tolerance threshold. This problem is formulated as an optimization framework and solved using a coordinate descent (CD) algorithm. Detection performance is evaluated by analyzing the signal-to-interference-and-noise ratio (SINR), while jamming effectiveness is quantified through the jamming-to-noise ratio (JNR). Numerical simulations demonstrate the efficacy of the proposed waveform design method for DJI-MFR.
期刊介绍:
Digital Signal Processing: A Review Journal is one of the oldest and most established journals in the field of signal processing yet it aims to be the most innovative. The Journal invites top quality research articles at the frontiers of research in all aspects of signal processing. Our objective is to provide a platform for the publication of ground-breaking research in signal processing with both academic and industrial appeal.
The journal has a special emphasis on statistical signal processing methodology such as Bayesian signal processing, and encourages articles on emerging applications of signal processing such as:
• big data• machine learning• internet of things• information security• systems biology and computational biology,• financial time series analysis,• autonomous vehicles,• quantum computing,• neuromorphic engineering,• human-computer interaction and intelligent user interfaces,• environmental signal processing,• geophysical signal processing including seismic signal processing,• chemioinformatics and bioinformatics,• audio, visual and performance arts,• disaster management and prevention,• renewable energy,