Title :
Paging and registration in cellular networks: jointly optimal policies and an iterative algorithm
Author :
Hajek, Bruce ; Mitzel, Kevin ; Yang, Sichao
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
This paper explores optimization of paging and registration policies in cellular networks. Motion is modeled as a discrete-time Markov process, and minimization of the discounted, infinite-horizon average cost is addressed. The structure of jointly optimal paging and registration policies is investigated through the use of dynamic programming for partially observed processes. It is shown that there exist policies with a certain simple structure that are jointly optimal, though the dynamic programming approach does not directly provide an efficient method to find the policies. An iterative algorithm for policies with the simple form is proposed and investigated. The algorithm alternates between paging policy optimization and registration policy optimization. It finds a pair of individually optimal policies, but an example is given showing that the policies need not be jointly optimal.
Keywords :
Markov processes; cellular radio; dynamic programming; iterative methods; paging communication; cellular networks; discrete-time Markov process; dynamic programming approach; infinite-horizon average cost minimization; jointly optimal policies; paging policies optimization; policy iterative algorithm; registration policies optimization; Costs; Delay; Dynamic programming; Intelligent networks; Iterative algorithms; Land mobile radio cellular systems; Markov processes; Personal communication networks; Satellite broadcasting; Wireless communication;
Conference_Titel :
INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies
Print_ISBN :
0-7803-7752-4
DOI :
10.1109/INFCOM.2003.1208703