NDLI: Encoder and decoder design for signal estimation

Content Provider	IEEE Xplore Digital Library
Author	Johannesson, E. Rantzer, A. Bernhardsson, B. Ghulchak, A.
Copyright Year	2010
Description	Author affiliation: Autom. Control LTH, Lund Univ., Lund, Sweden (Johannesson, E.; Rantzer, A.; Bernhardsson, B.; Ghulchak, A.)
Abstract	In this paper, we study the joint design of optimal linear encoders and decoders for filtering and transmission of a signal over an additive Gaussian noise channel subject to a real-time constraint. The objective is to minimize the variance of the estimation error at the receiving end. The design problem is nonconvex, but it is shown that a global optimum can be found by solving a related two-stage problem. The first stage consists of a mixed $H_{2}$ and $H_{1}$ norm minimization problem, where the $H_{2}$ norm corresponds to the error variance in a corresponding Wiener-Kolmogorov filtering problem and the $H_{1}$ norm is induced by the channel noise. The second stage consists of a spectral factorization. The results are illustrated by a numerical example.
Starting Page	2132
Ending Page	2137
File Size	752437
Page Count	6
File Format	PDF
ISBN	9781424474264
ISSN	07431619
e-ISBN	9781424474271
DOI	10.1109/ACC.2010.5531341
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-06-30
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	American Automatic Control Council(AACC)
Subject Keyword	Decoding Signal design Communication system control Delay effects Additive noise Estimation error Hydrogen Information filtering Information filters Communication channels
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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