Items related to Fundamentals Of Statistical Signal Processing
Synopsis
Description This book is written onparameter estimation range from highly theoretical to morepractical applied statistics. This book strikes a balance betweenthese 2 extremes. Audience is community involved in design andimplementation of signal processing algorithms. The primary focusis on obtaining optimal estimation algorithms that may beimplemented in a computer. Numerous, worked-out examples. The bookis rich in examples that illustrate the theory (of statisticalsignal processing) and examples that apply the theory to actualsignal processing problems of current interest. For Sale in Indiansubcontinent only Describes the field of parameter estimation based on time series data. Provides a summary of principal approaches as well as a "roadmap" to use in the selection of an estimator. Extends many of the results for real data/real parameters to complex data/complex parameters. Summarizes as examples many of the important estimators used in practice. Introduction. Minimum Variance Unbiased Estimation. Cramer-Rao Lower Bound. Linear Models. General Minimum Variance Unbiased Estimation. Best Linear Unbiased Estimators. Maximum Likelihood Estimation. Least Squares. Method of Moments. The Bayesian Philosophy. General Bayesian Estimators. Linear Bayesian Estimators. Kalman Filters. Summary of Estimators.
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- PublisherPearson
- Publication date2009
- ISBN 10 8131728994
- ISBN 13 9788131728994
- BindingPaperback
- LanguageEnglish
- Number of pages595
- Rating
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FUNDAMENTALS OF STATISTICAL SIGNAL PROCESSING VOLUME 1
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Fundamentals of Statistical Signal Processing Volume 1
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FUNDAMENTALS OF STATISTICAL SIGNAL PROCESSING VOLUME 1
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FUNDAMENTALS OF STATISTICAL SIGNAL PROCESSING VOLUME 1
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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-15589
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FUNDAMENTALS OF STATISTICAL SIGNAL PROCESSING VOLUME 1
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