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Books > Computing & IT > Applications of computing > Signal processing
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Statistical Signal Processing - Frequency Estimation (Hardcover, 2nd ed. 2020)
Loot Price: R3,133
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Statistical Signal Processing - Frequency Estimation (Hardcover, 2nd ed. 2020)
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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.
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