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
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;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760709