Title :
An access selection algorithm based on GRA integrated with FAHP and entropy weight in hybrid wireless environment
Author :
Ding Zhang ; Yu Zhang ; Na Lv ; Yibo He
Author_Institution :
Res. Inst. of Commun. Technol., Beijing Inst. of Technol., Beijing, China
Abstract :
Load balancing is a significant issue in a hybrid wireless environment. However, the existing algorithms cannot get good performance in a dynamic wireless environment and weight decision of these algorithms heavily depends on the arbitrary criteria. In this paper, a new access selection algorithm is proposed. Firstly, the performances of the network are evaluated in real-time. Secondly, Fuzzy analytic hierarchy process (FAHP) and entropy theory are used to ensure the objectivity of the weight decision. In addition, grey relational analysis (GRA) is used to rank the candidate network efficiently. To validate the performance of the new algorithm, simulations are conducted in a hybrid wireless environment with WiMax and LTE. The results of the simulations reveal that the access selection algorithm we proposed can reduce the blocking probability and balance the load of the network effectively.
Keywords :
Long Term Evolution; WiMax; analytic hierarchy process; entropy; grey systems; FAHP; GRA; LTE; WiMax; access selection algorithm; blocking probability; dynamic wireless environment; entropy theory; entropy weight; fuzzy analytic hierarchy process; grey relational analysis; hybrid wireless environment; load balancing; weight decision; Algorithm design and analysis; Entropy; Equations; Heuristic algorithms; Mathematical model; Wireless networks; Access Selection; Entropy; FAHP; GRA; Hybrid Wireless Environment;
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2013 7th International Conference on
Conference_Location :
Baku
Print_ISBN :
978-1-4673-6419-5
DOI :
10.1109/ICAICT.2013.6722635