DocumentCode
3534963
Title
A geometric slicing lower bound for average-cost dynamic programming
Author
Se Yong Park ; Sahai, Anant
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Univ. of California at Berkeley, Berkeley, CA, USA
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
5216
Lastpage
5221
Abstract
A geometric slicing idea is proposed to lower bound infinite-horizon average-cost dynamic programs. The idea divides an infinite-horizon problem into finite-horizon ones with discounted cost. The idea is applied to control-over-communication-channel problems to find a fundamental limit of such systems. Lower bounds on the performance are given in terms of the capacity of the channel. The lower bounds are compared with explicit control strategies to provide quantitative and qualitative understanding about the strategies.
Keywords
channel capacity; dynamic programming; geometry; channel capacity; control-over-communication-channel problems; explicit control strategies; geometric slicing lower bound; lower bound infinite-horizon average-cost dynamic programs; AWGN channels; Decentralized control; Dynamic programming; Equations; Linear systems; Observers; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760709
Filename
6760709
Link To Document