Statistical signal processing : frequency estimation / Swagata Nandi, Debasis Kundu.

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Statistical signal processing : frequency estimation / Swagata Nandi, Debasis Kundu.

Second edition.

9789811562808 (electronic book)
9811562806 (electronic book)
9811562792
9789811562792

https://doi.org/10.1007/978-981-15-6
https://doi.org/10.1007/978-981-15-6280-8

Singapore : Springer, [2020]

English

1 online resource

10.1007/978-981-15-6
10.1007/978-981-15-6280-8 doi

TK5102.9 .K838 2020

621.3822

This 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.-- Provided by publisher.

Debasis Kundu's name appeared first on first edition.

Includes bibliographical references and index.

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Description based on online resource; title from digital title page (viewed on September 22, 2020).

Print version: 9789811562792

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