{"title":"Manifold Optimization Based Beamforming for DoA and DoD Estimation with a Single Multi-Mode Antenna","authors":"R. Pöhlmann, Siwei Zhang, A. Dammann, P. Hoeher","doi":"10.23919/Eusipco47968.2020.9287803","DOIUrl":null,"url":null,"abstract":"Both direction-of-arrival (DoA) and direction-of-departure (DoD) of a radio signal contain valuable information for localization. Their estimation with antenna arrays is well known. More recently, multi-mode antennas (MMAs), building on the theory of characteristic modes, have been investigated for DoA estimation. This paper introduces joint DoA and DoD estimation with a single MMA on transmitter and receiver side. In general, the polarization of a signal transmitted by an MMA varies with the direction, which makes an appropriate signal model necessary. For best performance, optimized transmit beamforming should be performed. We derive the Cramér-Rao bound (CRB) for DoA and DoD estimation with MMAs, propose an optimized beamformer (OBF), which minimizes the CRB, and evaluate its performance.","PeriodicalId":6705,"journal":{"name":"2020 28th European Signal Processing Conference (EUSIPCO)","volume":"72 1","pages":"1841-1845"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 28th European Signal Processing Conference (EUSIPCO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/Eusipco47968.2020.9287803","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
Both direction-of-arrival (DoA) and direction-of-departure (DoD) of a radio signal contain valuable information for localization. Their estimation with antenna arrays is well known. More recently, multi-mode antennas (MMAs), building on the theory of characteristic modes, have been investigated for DoA estimation. This paper introduces joint DoA and DoD estimation with a single MMA on transmitter and receiver side. In general, the polarization of a signal transmitted by an MMA varies with the direction, which makes an appropriate signal model necessary. For best performance, optimized transmit beamforming should be performed. We derive the Cramér-Rao bound (CRB) for DoA and DoD estimation with MMAs, propose an optimized beamformer (OBF), which minimizes the CRB, and evaluate its performance.