Fan Ding, Wenjie Shen, Y. Li, Yun Lin, Yanping Wang
{"title":"抑制CSAR运动目标检测中目标高度引起的虚警","authors":"Fan Ding, Wenjie Shen, Y. Li, Yun Lin, Yanping Wang","doi":"10.1145/3532342.3532350","DOIUrl":null,"url":null,"abstract":"Circular Synthetic Aperture Radar(CSAR)is a new SAR imaging mode, which has the advantages of long-time observation and multi-aspect observation. Based on these advantages, our team have proposed a single channel moving target detection method entitled logarithmic background subtraction(LBS). This method utilizes the target signal motion in sub-aperture image sequence. However, in-depth study shows that target with height will project a circular defocus, which also have motion when in sub-aperture image sequence. Thus, causing misdetection and false-alarm rate increasing. In this paper, the formula between defocus radius and point target height is derived and analyzed. Based on analysis, a false-alarm suppression method for moving target detection is proposed. It uses trajectory difference between moving target and defocus signal to remove the false-alarm caused by defocus signal and reduce the false-alarm rate. The proposed false-alarm suppression method is verified by W-band video SAR data.","PeriodicalId":398859,"journal":{"name":"Proceedings of the 4th International Symposium on Signal Processing Systems","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Suppress Target Height Induced False Alarm in CSAR Moving Target Detection\",\"authors\":\"Fan Ding, Wenjie Shen, Y. Li, Yun Lin, Yanping Wang\",\"doi\":\"10.1145/3532342.3532350\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Circular Synthetic Aperture Radar(CSAR)is a new SAR imaging mode, which has the advantages of long-time observation and multi-aspect observation. Based on these advantages, our team have proposed a single channel moving target detection method entitled logarithmic background subtraction(LBS). This method utilizes the target signal motion in sub-aperture image sequence. However, in-depth study shows that target with height will project a circular defocus, which also have motion when in sub-aperture image sequence. Thus, causing misdetection and false-alarm rate increasing. In this paper, the formula between defocus radius and point target height is derived and analyzed. Based on analysis, a false-alarm suppression method for moving target detection is proposed. It uses trajectory difference between moving target and defocus signal to remove the false-alarm caused by defocus signal and reduce the false-alarm rate. The proposed false-alarm suppression method is verified by W-band video SAR data.\",\"PeriodicalId\":398859,\"journal\":{\"name\":\"Proceedings of the 4th International Symposium on Signal Processing Systems\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 4th International Symposium on Signal Processing Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3532342.3532350\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 4th International Symposium on Signal Processing Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3532342.3532350","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Circular Synthetic Aperture Radar(CSAR)is a new SAR imaging mode, which has the advantages of long-time observation and multi-aspect observation. Based on these advantages, our team have proposed a single channel moving target detection method entitled logarithmic background subtraction(LBS). This method utilizes the target signal motion in sub-aperture image sequence. However, in-depth study shows that target with height will project a circular defocus, which also have motion when in sub-aperture image sequence. Thus, causing misdetection and false-alarm rate increasing. In this paper, the formula between defocus radius and point target height is derived and analyzed. Based on analysis, a false-alarm suppression method for moving target detection is proposed. It uses trajectory difference between moving target and defocus signal to remove the false-alarm caused by defocus signal and reduce the false-alarm rate. The proposed false-alarm suppression method is verified by W-band video SAR data.