Title :
Non-cooperative differential game based Load Balancing Algorithm in Radio-over-Fibre system
Author :
He Zhen ; Wang Jianping
Author_Institution :
Sch. of Comput. & Commun. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Load balancing plays a critical role in a cellular network. As one kind of cellular network, Radio-over-Fibre (RoF) system can provide ubiquitous high data-rate transmissions, which has attracted many attentions, but it also suffer load unbalancing problem. In order to improve the system performance, in this paper, we propose a novel loading balance scheme in RoF system based on differential game theory. The scheme formulates the load allocated to each RAP (Radio Access Point) as a Nash Equilibrium, using non-cooperative differential game to obtain the optical load allocation of each RAP. The simulations performed show that the non-cooperative differential game algorithm is applicable and the optimal load solution can be achieved.
Keywords :
cellular radio; game theory; radio-over-fibre; resource allocation; Nash equilibrium; cellular network; differential game theory; load allocation; load balancing algorithm; non-cooperative differential game; radio access point; radio-over-fibre system; ubiquitous high data-rate transmissions; Games; Load management; Load modeling; Market research; Mathematical model; Mobile communication; Nash equilibrium; RAP; RoF; loading balancing; non-cooperative differential game;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2014.7085387