{"title":"Direct Position Determination Using Direct Signals and First-Order Reflections by Exploiting the Multipath Environment","authors":"Devanand Palur Palanivelu, M. Oispuu, W. Koch","doi":"10.1109/MFI55806.2022.9913869","DOIUrl":null,"url":null,"abstract":"This paper introduces a novel subspace-based Direct Position Determination (DPD) approach named Multipath-DPD to localize the source passively from the raw array data representing the direct signals and the first-order reflections in a multipath environment. The multipath propagation is modeled based on the Image-Source Method (ISM). This method takes advantage of the known urban environment and overcomes ambiguity issues, appropriate modeling and assignment of bearing measurements inherent in bearing-based localization approaches. Simulation results show that the proposed Multipath-DPD outperforms the classical DPD in the considered scenarios and demonstrates an asymptotic behavior to the derived Cramér-Rao Bound (CRB).","PeriodicalId":344737,"journal":{"name":"2022 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MFI55806.2022.9913869","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper introduces a novel subspace-based Direct Position Determination (DPD) approach named Multipath-DPD to localize the source passively from the raw array data representing the direct signals and the first-order reflections in a multipath environment. The multipath propagation is modeled based on the Image-Source Method (ISM). This method takes advantage of the known urban environment and overcomes ambiguity issues, appropriate modeling and assignment of bearing measurements inherent in bearing-based localization approaches. Simulation results show that the proposed Multipath-DPD outperforms the classical DPD in the considered scenarios and demonstrates an asymptotic behavior to the derived Cramér-Rao Bound (CRB).