Title :
A utility-based intelligent network selection for 3G and WLAN heterogeneous networks
Author :
Yisheng Lai ; Kok Keong Chai ; Yue Chen
Author_Institution :
Int. Sch., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In establishing of next-generation wireless networks, finding the best connection is a key challenge. An algorithm based on utility theory has been proposed in this paper to evaluate all these wireless networks, in terms of network performances and user behaviours. By applying the utility function, user satisfaction can be mathematically calculated in terms of the criterion received by each user. A single criterion function with sigmoid type has been chosen, by which the user behaviour can be perfectly described. Next, a novel aggregate method has been added, with user preference involved, to calculate the overall utility. The network with highest utility is the best choice for user. Both theoretical analysis and practical simulation have proved the effectiveness of our proposed algorithm.
Keywords :
3G mobile communication; next generation networks; wireless LAN; 3G networks; WLAN heterogeneous networks; next-generation wireless networks; user behaviour; user preference; utility theory; utility-based intelligent network selection; wireless local area network; Heterogeneous Wireless Network; Network Selection; Utility Function;
Conference_Titel :
Wireless Communications and Applications (ICWCA 2012), IET International Conference on
Conference_Location :
Kuala Lumpur
Electronic_ISBN :
978-1-84919-550-8
DOI :
10.1049/cp.2012.2077