Title :
A GRA-based network selection mechanism in heterogeneous wireless networks
Author :
Song, Zhao ; Wenxiao, Shi ; Fan Shaoshua ; Nan, Wang
Author_Institution :
Coll. of Commun. Eng., Jilin Univ., Changchun, China
Abstract :
Aiming at working out the shortage of the maximum load balance (MLB) based access selection algorithm in heterogeneous wireless networks, grey relational analysis (GRA) based access selection algorithm is proposed. The network state preferences are calculated for real-time when users access. The result is handed with the method of grey relational analysis combined with fixed users´ preferences to choose optimal network scientifically. Simulation results show that the proposed algorithm can decrease packet blocking probability and packet loss rate, as well as improve user satisfaction when compared to MLB.
Keywords :
grey systems; multi-access systems; probability; radio networks; GRA-based network selection mechanism; MLB based access selection algorithm; grey relational analysis; heterogeneous wireless networks; maximum load balance; network state preferences; packet blocking probability; packet loss rate; user satisfaction; Correlation; Load modeling; Noise; WiMAX; grey relational analysis; heterogeneous wireless networks; multi-access; user satisfaction;
Conference_Titel :
Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-7957-3
DOI :
10.1109/CMCE.2010.5609857