{"title":"基于回波能量分布梯度的多波束水下地形建模算法*","authors":"Yipeng Tang, Bo Zhou","doi":"10.1109/ROBIO49542.2019.8961744","DOIUrl":null,"url":null,"abstract":"In the field of underwater robot, abundant researches have been carried out in development of multibeam echo-sounding bottom detection. However, most works focused on the analysis of the amplitude of the reverberated echo which had its own limitation. In this paper, a new algorithm based on the multibeam echo energy gradient is developed to map the shallow water bottom topography. On this basis, all single-frame bottom depth curves are joined together to form a seabed surface. Kalman filter is further used to remove outliers and improve the reliability of surface mapping. The effectiveness of our algorithm is validated by both simulation and practical experiment.","PeriodicalId":121822,"journal":{"name":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Multibeam Underwater Terrain Modeling Algorithm Based on Echo Energy Distribution Gradient*\",\"authors\":\"Yipeng Tang, Bo Zhou\",\"doi\":\"10.1109/ROBIO49542.2019.8961744\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the field of underwater robot, abundant researches have been carried out in development of multibeam echo-sounding bottom detection. However, most works focused on the analysis of the amplitude of the reverberated echo which had its own limitation. In this paper, a new algorithm based on the multibeam echo energy gradient is developed to map the shallow water bottom topography. On this basis, all single-frame bottom depth curves are joined together to form a seabed surface. Kalman filter is further used to remove outliers and improve the reliability of surface mapping. The effectiveness of our algorithm is validated by both simulation and practical experiment.\",\"PeriodicalId\":121822,\"journal\":{\"name\":\"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)\",\"volume\":\"23 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ROBIO49542.2019.8961744\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ROBIO49542.2019.8961744","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Multibeam Underwater Terrain Modeling Algorithm Based on Echo Energy Distribution Gradient*
In the field of underwater robot, abundant researches have been carried out in development of multibeam echo-sounding bottom detection. However, most works focused on the analysis of the amplitude of the reverberated echo which had its own limitation. In this paper, a new algorithm based on the multibeam echo energy gradient is developed to map the shallow water bottom topography. On this basis, all single-frame bottom depth curves are joined together to form a seabed surface. Kalman filter is further used to remove outliers and improve the reliability of surface mapping. The effectiveness of our algorithm is validated by both simulation and practical experiment.