{"title":"一种新型射电望远镜阵列SETI探测器","authors":"K. Houston","doi":"10.23919/URSIGASS51995.2021.9560628","DOIUrl":null,"url":null,"abstract":"The advent of SETI detection processing on interferometric telescopes presents challenges for signal processing. Beamforming the outputs of many dishes or aperture arrays is particularly difficult, requiring a very large number of beams to fill the primary field of view (FOV). Meanwhile the array gain is limited because of array sparseness. Incoherent beamforming (IBF) is the conventional alternative. IBF covers the primary FOV at a relatively low computational cost but has limited sensitivity. In this paper, an alternative to beamforming based on the observed covariance matrix is proposed. A method called Covariance Off-Diagonal Sum (CODS) computes the root-mean-square of the covariance matrix elements above the main diagonal, and is found to offer 3 dB (2x) improved sensitivity over IBF while still covering the primary FOV. The computational cost is approximately $N_{AP}/2$ times that of IBF, where $N_{AP}$ is the number of apertures (dishes or aperture array stations), but could be orders of magnitude below beamforming over the full FOV. An Eigenvalue detector is also considered. We hypothesize that CODS will be less sensitive to RFI compared to IBF. The utility of CODS is not limited to narrowband signals in SETI, but could be useful for rapid detection of pulsars and fast radio bursts as well.","PeriodicalId":152047,"journal":{"name":"2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Novel Detector for SETI on Radio Telescope Arrays\",\"authors\":\"K. Houston\",\"doi\":\"10.23919/URSIGASS51995.2021.9560628\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The advent of SETI detection processing on interferometric telescopes presents challenges for signal processing. Beamforming the outputs of many dishes or aperture arrays is particularly difficult, requiring a very large number of beams to fill the primary field of view (FOV). Meanwhile the array gain is limited because of array sparseness. Incoherent beamforming (IBF) is the conventional alternative. IBF covers the primary FOV at a relatively low computational cost but has limited sensitivity. In this paper, an alternative to beamforming based on the observed covariance matrix is proposed. A method called Covariance Off-Diagonal Sum (CODS) computes the root-mean-square of the covariance matrix elements above the main diagonal, and is found to offer 3 dB (2x) improved sensitivity over IBF while still covering the primary FOV. The computational cost is approximately $N_{AP}/2$ times that of IBF, where $N_{AP}$ is the number of apertures (dishes or aperture array stations), but could be orders of magnitude below beamforming over the full FOV. An Eigenvalue detector is also considered. We hypothesize that CODS will be less sensitive to RFI compared to IBF. The utility of CODS is not limited to narrowband signals in SETI, but could be useful for rapid detection of pulsars and fast radio bursts as well.\",\"PeriodicalId\":152047,\"journal\":{\"name\":\"2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/URSIGASS51995.2021.9560628\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/URSIGASS51995.2021.9560628","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
摘要
SETI探测处理在干涉望远镜上的出现对信号处理提出了挑战。许多碟形或孔径阵列的输出波束形成特别困难,需要非常大量的波束来填充主视场(FOV)。同时由于阵列稀疏性限制了阵列增益。非相干波束形成(IBF)是传统的替代方案。IBF覆盖主视场,计算成本相对较低,但灵敏度有限。本文提出了一种基于观测到的协方差矩阵的波束形成替代方案。一种称为协方差非对角线和(co方差非对角线和,CODS)的方法计算主对角线以上协方差矩阵元素的均方根,发现在覆盖主视场的情况下,在IBF的基础上提高了3 dB (2x)的灵敏度。计算成本大约是IBF的$N_{AP}/2$倍,其中$N_{AP}$是孔径(碟形或孔径阵列站)的数量,但可能比全视场波束形成低几个数量级。还考虑了特征值检测器。我们假设与IBF相比,CODS对RFI的敏感性较低。CODS的用途不仅限于SETI中的窄带信号,还可以用于快速探测脉冲星和快速射电暴。
A Novel Detector for SETI on Radio Telescope Arrays
The advent of SETI detection processing on interferometric telescopes presents challenges for signal processing. Beamforming the outputs of many dishes or aperture arrays is particularly difficult, requiring a very large number of beams to fill the primary field of view (FOV). Meanwhile the array gain is limited because of array sparseness. Incoherent beamforming (IBF) is the conventional alternative. IBF covers the primary FOV at a relatively low computational cost but has limited sensitivity. In this paper, an alternative to beamforming based on the observed covariance matrix is proposed. A method called Covariance Off-Diagonal Sum (CODS) computes the root-mean-square of the covariance matrix elements above the main diagonal, and is found to offer 3 dB (2x) improved sensitivity over IBF while still covering the primary FOV. The computational cost is approximately $N_{AP}/2$ times that of IBF, where $N_{AP}$ is the number of apertures (dishes or aperture array stations), but could be orders of magnitude below beamforming over the full FOV. An Eigenvalue detector is also considered. We hypothesize that CODS will be less sensitive to RFI compared to IBF. The utility of CODS is not limited to narrowband signals in SETI, but could be useful for rapid detection of pulsars and fast radio bursts as well.