{"title":"多通道接收和处理脉冲射电天文信号的统计问题","authors":"V. A. Fedorova, A. E. Rodin","doi":"10.1134/S1063773724700270","DOIUrl":null,"url":null,"abstract":"<p>We propose a new approach to the detection of pulsed radio-astronomical signals based on multichannel reception instead of traditional threshold detection. We show that for weak and super-weak pulsed signals this approach is preferable, since it allows one to work with signals that would be rejected as insignificant ones in the case of threshold detection. We propose a new interpretation of the false alarm probability based on random ordering of the signal in a multichannel receiver. Based on this probability, we introduce an equivalent signal-to-noise ratio as if a single-channel receiver were used. The theoretical dependences log <span>\\(N{-}\\textrm{log}F\\)</span> for noise variations obeying the Gaussian and Laplace distributions are shown for the first time. We show that noise variations cannot explain the <span>\\(-3/2\\)</span> law that corresponds to a uniform distribution of sources in space. The proposed new approach is applied to radio-astronomical data from the BSA telescope of the Lebedev Physical Institute.</p>","PeriodicalId":55443,"journal":{"name":"Astronomy Letters-A Journal of Astronomy and Space Astrophysics","volume":"50 7","pages":"468 - 480"},"PeriodicalIF":1.1000,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Statistical Issues of Multichannel Reception and Processing of Pulsed Radio-Astronomical Signals\",\"authors\":\"V. A. Fedorova, A. E. Rodin\",\"doi\":\"10.1134/S1063773724700270\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>We propose a new approach to the detection of pulsed radio-astronomical signals based on multichannel reception instead of traditional threshold detection. We show that for weak and super-weak pulsed signals this approach is preferable, since it allows one to work with signals that would be rejected as insignificant ones in the case of threshold detection. We propose a new interpretation of the false alarm probability based on random ordering of the signal in a multichannel receiver. Based on this probability, we introduce an equivalent signal-to-noise ratio as if a single-channel receiver were used. The theoretical dependences log <span>\\\\(N{-}\\\\textrm{log}F\\\\)</span> for noise variations obeying the Gaussian and Laplace distributions are shown for the first time. We show that noise variations cannot explain the <span>\\\\(-3/2\\\\)</span> law that corresponds to a uniform distribution of sources in space. The proposed new approach is applied to radio-astronomical data from the BSA telescope of the Lebedev Physical Institute.</p>\",\"PeriodicalId\":55443,\"journal\":{\"name\":\"Astronomy Letters-A Journal of Astronomy and Space Astrophysics\",\"volume\":\"50 7\",\"pages\":\"468 - 480\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2024-11-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Astronomy Letters-A Journal of Astronomy and Space Astrophysics\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://link.springer.com/article/10.1134/S1063773724700270\",\"RegionNum\":4,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ASTRONOMY & ASTROPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Astronomy Letters-A Journal of Astronomy and Space Astrophysics","FirstCategoryId":"101","ListUrlMain":"https://link.springer.com/article/10.1134/S1063773724700270","RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ASTRONOMY & ASTROPHYSICS","Score":null,"Total":0}
Statistical Issues of Multichannel Reception and Processing of Pulsed Radio-Astronomical Signals
We propose a new approach to the detection of pulsed radio-astronomical signals based on multichannel reception instead of traditional threshold detection. We show that for weak and super-weak pulsed signals this approach is preferable, since it allows one to work with signals that would be rejected as insignificant ones in the case of threshold detection. We propose a new interpretation of the false alarm probability based on random ordering of the signal in a multichannel receiver. Based on this probability, we introduce an equivalent signal-to-noise ratio as if a single-channel receiver were used. The theoretical dependences log \(N{-}\textrm{log}F\) for noise variations obeying the Gaussian and Laplace distributions are shown for the first time. We show that noise variations cannot explain the \(-3/2\) law that corresponds to a uniform distribution of sources in space. The proposed new approach is applied to radio-astronomical data from the BSA telescope of the Lebedev Physical Institute.
期刊介绍:
Astronomy Letters is an international peer reviewed journal that publishes the results of original research on all aspects of modern astronomy and astrophysics including high energy astrophysics, cosmology, space astronomy, theoretical astrophysics, radio astronomy, extragalactic astronomy, stellar astronomy, and investigation of the Solar system.