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Advanced Signal Processing: A Concise Guide

Af: Todd Moon, Amir-Homayoon Najmi Engelsk Paperback

Advanced Signal Processing: A Concise Guide

Af: Todd Moon, Amir-Homayoon Najmi Engelsk Paperback
Tjek vores konkurrenters priser

Publisher''s Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.

A comprehensive introduction to the mathematical principles and algorithms in statistical signal processing and modern neural networks. 

This text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting school program for professionals with students from electrical engineering, physics, computer and data science, and mathematics backgrounds.  It covers the theory underlying applications in statistical signal processing including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays.  Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series prediction and image classification.    

Coverage includes:

  • Mathematical structures of signal spaces and matrix factorizations
  • linear time-invariant systems and transforms
  • Least squares filters
  • Random variables, estimation theory, and random processes
  • Spectral estimation and autoregressive signal models
  • linear prediction and adaptive filters
  • Optimal processing of linear arrays
  • Neural networks




Tjek vores konkurrenters priser
Normalpris
kr 764
Fragt: 39 kr
6 - 8 hverdage
20 kr
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God 4 anmeldelser på
Tjek vores konkurrenters priser

Publisher''s Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.

A comprehensive introduction to the mathematical principles and algorithms in statistical signal processing and modern neural networks. 

This text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting school program for professionals with students from electrical engineering, physics, computer and data science, and mathematics backgrounds.  It covers the theory underlying applications in statistical signal processing including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays.  Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series prediction and image classification.    

Coverage includes:

  • Mathematical structures of signal spaces and matrix factorizations
  • linear time-invariant systems and transforms
  • Least squares filters
  • Random variables, estimation theory, and random processes
  • Spectral estimation and autoregressive signal models
  • linear prediction and adaptive filters
  • Optimal processing of linear arrays
  • Neural networks




Produktdetaljer
Sprog: Engelsk
Sider: 352
ISBN-13: 9781260458930
Indbinding: Paperback
Udgave:
ISBN-10: 1260458938
Kategori: Elektroteknik
Udg. Dato: 29 sep 2020
Længde: 24mm
Bredde: 242mm
Højde: 193mm
Forlag: McGraw-Hill Education
Oplagsdato: 29 sep 2020
Forfatter(e) Todd Moon, Amir-Homayoon Najmi


Kategori Elektroteknik


ISBN-13 9781260458930


Sprog Engelsk


Indbinding Paperback


Sider 352


Udgave


Længde 24mm


Bredde 242mm


Højde 193mm


Udg. Dato 29 sep 2020


Oplagsdato 29 sep 2020


Forlag McGraw-Hill Education

Kategori sammenhænge