{"title":"搜救场景中基于轴承的目标定位","authors":"Giulia Michieletto, Nicola Mimmo, Roberto Naldi, Angelo Cenedese","doi":"arxiv-2409.11221","DOIUrl":null,"url":null,"abstract":"This paper deals with the target localisation problem in search and rescue\nscenarios in which the technology is based on electromagnetic transceivers. The\nnoise floor and the shape of the electromagnetic radiation pattern make this\nproblem challenging. Indeed, on the one hand, the signal-to-noise ratio reduces\nwith the inverse of the distance from the electromagnetic source thus impacting\nestimation-based techniques applicability. On the other hand, non-isotropic\nradiation patterns lessen the efficacy of gradient-based policies. In this\nwork, we manage a fleet of autonomous agents, equipped with electromagnetic\nsensors, by combining gradient-based and estimation-based techniques to speed\nup the transmitter localisation. Simulations specialized in the ARTVA\ntechnology used in search and rescue in avalanche scenarios confirm that our\nscheme outperforms current solutions.","PeriodicalId":501175,"journal":{"name":"arXiv - EE - Systems and Control","volume":"26 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bearing-based Target Localisation in Search and Rescue Scenarios\",\"authors\":\"Giulia Michieletto, Nicola Mimmo, Roberto Naldi, Angelo Cenedese\",\"doi\":\"arxiv-2409.11221\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with the target localisation problem in search and rescue\\nscenarios in which the technology is based on electromagnetic transceivers. The\\nnoise floor and the shape of the electromagnetic radiation pattern make this\\nproblem challenging. Indeed, on the one hand, the signal-to-noise ratio reduces\\nwith the inverse of the distance from the electromagnetic source thus impacting\\nestimation-based techniques applicability. On the other hand, non-isotropic\\nradiation patterns lessen the efficacy of gradient-based policies. In this\\nwork, we manage a fleet of autonomous agents, equipped with electromagnetic\\nsensors, by combining gradient-based and estimation-based techniques to speed\\nup the transmitter localisation. Simulations specialized in the ARTVA\\ntechnology used in search and rescue in avalanche scenarios confirm that our\\nscheme outperforms current solutions.\",\"PeriodicalId\":501175,\"journal\":{\"name\":\"arXiv - EE - Systems and Control\",\"volume\":\"26 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - EE - Systems and Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.11221\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - EE - Systems and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.11221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Bearing-based Target Localisation in Search and Rescue Scenarios
This paper deals with the target localisation problem in search and rescue
scenarios in which the technology is based on electromagnetic transceivers. The
noise floor and the shape of the electromagnetic radiation pattern make this
problem challenging. Indeed, on the one hand, the signal-to-noise ratio reduces
with the inverse of the distance from the electromagnetic source thus impacting
estimation-based techniques applicability. On the other hand, non-isotropic
radiation patterns lessen the efficacy of gradient-based policies. In this
work, we manage a fleet of autonomous agents, equipped with electromagnetic
sensors, by combining gradient-based and estimation-based techniques to speed
up the transmitter localisation. Simulations specialized in the ARTVA
technology used in search and rescue in avalanche scenarios confirm that our
scheme outperforms current solutions.