DocumentCode :
3436066
Title :
On stability across a Gaussian product channel
Author :
Kumar, Utsaw ; Gupta, Vijay ; Laneman, J. Nicholas
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
fYear :
2011
fDate :
12-15 Dec. 2011
Firstpage :
3142
Lastpage :
3147
Abstract :
We present sufficient conditions for stabilizing a scalar discrete-time LTI plant in the mean squared sense when a sensor transmits the plant state information to a remotely placed controller across a Gaussian product channel. The Gaussian product channel models a continuous-time waveform Gaussian channel, where the encoder transmits information to the receiver across multiple noisy paths. It is known that linear coding schemes may lead to overly restrictive stabilizability conditions in such scenarios. We present a non-linear coding scheme and present the resulting stablizability conditions. When these conditions are satisfied with equality, the proposed coding scheme transmits data across the product channel at a rate equal to the capacity of the channel; thus, the conditions are conjectured to be necessary as well.
Keywords :
Gaussian processes; continuous time systems; discrete time systems; encoding; linear systems; mean square error methods; sensors; stability; Gaussian product channel; continuous time waveform Gaussian channel; linear coding schemes; mean squared sense; nonlinear coding scheme; plant state information; remotely placed controller; restrictive stabilizability conditions; scalar discrete time LTI plant; sensor; stability; Channel estimation; Decoding; Encoding; Estimation error; Process control; Random variables;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
ISSN :
0743-1546
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2011.6160955
Filename :
6160955
Link To Document :
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