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000941019 020__ $$a9789811562808$$q(electronic book)
000941019 020__ $$a9811562806$$q(electronic book)
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000941019 0247_ $$a10.1007/978-981-15-6
000941019 0247_ $$a10.1007/978-981-15-6280-8$$2doi
000941019 035__ $$aSP(OCoLC)on1192310292
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000941019 050_4 $$aTK5102.9$$b.K838 2020
000941019 08204 $$a621.3822$$223
000941019 1001_ $$aNandi, Swagata,$$eauthor.
000941019 24510 $$aStatistical signal processing :$$bfrequency estimation /$$cSwagata Nandi, Debasis Kundu.
000941019 250__ $$aSecond edition.
000941019 264_1 $$aSingapore :$$bSpringer,$$c[2020]
000941019 300__ $$a1 online resource
000941019 336__ $$atext$$btxt$$2rdacontent
000941019 337__ $$acomputer$$bc$$2rdamedia
000941019 338__ $$aonline resource$$bcr$$2rdacarrier
000941019 500__ $$aDebasis Kundu's name appeared first on first edition.
000941019 504__ $$aIncludes bibliographical references and index.
000941019 5050_ $$aIntroduction -- Preliminaries -- Methods of Estimation -- Iterative -- Methods of Estimation -- Non-iterative -- Asymptotic Results (of Sinusoidal model) -- Order estimation -- Fundamental Frequency Model and its generalization -- Data Analysis -- Two dimensional and multidimensional models -- Chirp Signal Model -- Random Amplitudes -- Related Models -- Appendices.
000941019 506__ $$aAccess limited to authorized users.
000941019 520__ $$aThis book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the statistical and computational methods involved. Signal processing can broadly be considered to be the recovery of information from physical observations. The received signals are usually disturbed by thermal, electrical, atmospheric or intentional interferences, and due to their random nature, statistical techniques play an important role in their analysis. Statistics is also used in the formulation of appropriate models to describe the behavior of systems, the development of appropriate techniques for estimation of model parameters and the assessment of the model performances. Analyzing different real-world data sets to illustrate how different models can be used in practice, and highlighting open problems for future research, the book is a valuable resource for senior undergraduate and graduate students specializing in mathematics or statistics.--$$cProvided by publisher.
000941019 588__ $$aDescription based on online resource; title from digital title page (viewed on September 22, 2020).
000941019 650_0 $$aSignal processing$$xStatistical methods.
000941019 7001_ $$aKundu, Debasis,$$eauthor.
000941019 77608 $$iPrint version:$$z9811562792$$z9789811562792$$w(OCoLC)1154903936
000941019 852__ $$bebk
000941019 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-15-6280-8$$zOnline Access$$91397441.1
000941019 909CO $$ooai:library.usi.edu:941019$$pGLOBAL_SET
000941019 980__ $$aEBOOK
000941019 980__ $$aBIB
000941019 982__ $$aEbook
000941019 983__ $$aOnline
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