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Maximum-likelihood Deconvolution
Jerry M. Mendel
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Description for Maximum-likelihood Deconvolution
Paperback. Series: Signal Processing and Digital Filtering. Num Pages: 227 pages, biography. BIC Classification: TJK. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 13. Weight in Grams: 375.
Convolution is the most important operation that describes the behavior of a linear time-invariant dynamical system. Deconvolution is the unraveling of convolution. It is the inverse problem of generating the system's input from knowledge about the system's output and dynamics. Deconvolution requires a careful balancing of bandwidth and signal-to-noise ratio effects. Maximum-likelihood deconvolution (MLD) is a design procedure that handles both effects. It draws upon ideas from Maximum Likelihood, when unknown parameters are random. It leads to linear and nonlinear signal processors that provide high-resolution estimates of a system's input. All aspects of MLD are described, from first principles in ... Read more
Convolution is the most important operation that describes the behavior of a linear time-invariant dynamical system. Deconvolution is the unraveling of convolution. It is the inverse problem of generating the system's input from knowledge about the system's output and dynamics. Deconvolution requires a careful balancing of bandwidth and signal-to-noise ratio effects. Maximum-likelihood deconvolution (MLD) is a design procedure that handles both effects. It draws upon ideas from Maximum Likelihood, when unknown parameters are random. It leads to linear and nonlinear signal processors that provide high-resolution estimates of a system's input. All aspects of MLD are described, from first principles in ... Read more
Product Details
Format
Paperback
Publication date
2011
Publisher
Springer-Verlag New York Inc. United States
Number of pages
227
Condition
New
Series
Signal Processing and Digital Filtering
Number of Pages
227
Place of Publication
New York, NY, United States
ISBN
9781461279853
SKU
V9781461279853
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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