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Särkkä Simo
Simo Särkkä
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Bayesian Filtering and Smoothing Paperback – Sept. 5 2013

by Simo Särkkä (Author)
4.6 4.6 out of 5 stars 16 ratings
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Previous page
  1. ISBN-10
    1107619289
  2. ISBN-13
    978-1107619289
  3. Publisher
    Cambridge University Press
  4. Publication date
    Sept. 5 2013
  5. Part of series
    Institute of Mathematical Statistics Textbooks
  6. Language
    English
  7. Dimensions
    15.24 x 1.47 x 22.86 cm
  8. Print length
    252 pages
  9. See all details
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Product description

Book Description

A unified Bayesian treatment of the state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models.

About the Author

Simo Särkkä worked, from 2000 to 2010, with Nokia Ltd, Indagon Ltd and Nalco Company in various industrial research projects related to telecommunications, positioning systems and industrial process control. Currently, he is a Senior Researcher with the Department of Biomedical Engineering and Computational Science at Aalto University, Finland, and Adjunct Professor with Tampere University of Technology and Lappeenranta University of Technology. In 2011 he was a visiting scholar with the Signal Processing and Communications Laboratory of the Department of Engineering at the University of Cambridge. His research interests are in state and parameter estimation in stochastic dynamic systems, and in particular, Bayesian methods in signal processing, machine learning, and inverse problems with applications to brain imaging, positioning systems, computer vision and audio signal processing. He is a Senior Member of IEEE.

Product details

  • Publisher ‏ : ‎ Cambridge University Press (Sept. 5 2013)
  • Language ‏ : ‎ English
  • Paperback ‏ : ‎ 252 pages
  • ISBN-10 ‏ : ‎ 1107619289
  • ISBN-13 ‏ : ‎ 978-1107619289
  • Item weight ‏ : ‎ 420 g
  • Dimensions ‏ : ‎ 15.24 x 1.47 x 22.86 cm
  • Customer Reviews:
    4.6 4.6 out of 5 stars 16 ratings

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  1. Särkkä Simo

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FengYin
5.0 out of 5 stars Excellent book!
Reviewed in Germany 🇩🇪 on April 12, 2014
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K. Hicks
4.0 out of 5 stars Good reference, but the notation is a little different
Reviewed in the United States 🇺🇸 on March 5, 2014
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Evandro Luiz da Costa
5.0 out of 5 stars Outstanding reference book!
Reviewed in the United States 🇺🇸 on November 13, 2013
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