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Detection and Estim...
Detection and Estimation in Sensor Arrays using Weighted Subspace Fitting
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- Viberg, Mats (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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- Ottersten, Björn (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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- Kailath, Thomas (författare)
- Stanford University, USA
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(creator_code:org_t)
- Linköping : Linköping University, 1989
- Engelska 43 s.
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Serie: LiTH-ISY-I ; 1018
- Relaterad länk:
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https://urn.kb.se/re...
Abstract
Ämnesord
Stäng
- The problem of signal parameter estimation of narrowband emitter signals impinging on an array of sensors is addressed. A multidimensional estimation procedure that applies to arbitrary array structures and signal correlation is proposed. The method is based on the recently introduced weighted subspace fitting (WSF) criterion and includes schemes for both detecting the number of sources and estimating the signal parameters. A Gauss-Newton-type method is presented for solving the multidimensional WSF and maximum-likelihood optimization problems. The global and local properties of the search procedure are investigated through computer simulations. Most methods require knowledge of the number of coherent/noncoherent signals present. A scheme for consistently estimating this is proposed based on an asymptotic analysis of the WSF cost function. The performance of the detection scheme is also investigated through simulations.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- Correlation methods
- Parameter estimation
- Signal detection
- Signal processing
Publikations- och innehållstyp
- vet (ämneskategori)
- rap (ämneskategori)