Title :
A new framework for call admission control in wireless cellular network
Author :
Kamble, Megha ; Gupta, Roopam
Author_Institution :
R.G.P.V., U.I.T., Bhopal, India
Abstract :
Managing the limited amount of the radio spectrum is an important issue with increasing demand of the same. In recent work, we have introduced MAS (Multi-agent System) for channel assignment problem in wireless cellular networks. Instead of using a base station directly for negotiation, a multi-agent system comprising of software agents was designed to work at base station. The system consists of a collection of layers to take care of local and global scenario. In this paper we propose the combination of MAS with a new call admission control (CAC) mechanism based on fuzzy control. This paper aims to provide improvement in QoS parameters using fuzzy control at call admission level. From the simulation studies it is observed that combined approach of Multi-agent system and fuzzy control at initial level improves channel allocation and other QoS factors in an effective and efficient manner. The simulation results are presented on a benchmark 49 cell environment with 70 channels that validate the performance of this approach.
Keywords :
cellular radio; fuzzy control; multi-agent systems; quality of service; radio spectrum management; software agents; telecommunication computing; telecommunication congestion control; QoS parameter; base station; call admission control; channel assignment problem; fuzzy control; multiagent system; radio spectrum management; software agent; wireless cellular network; Base stations; Channel allocation; Computer architecture; Microprocessors; Mobile communication; Multiagent systems; Resource management; Call admission control; Call dropping probability; Cellular Mobile Network; Fuzzy Control; Multi-agent systems;
Conference_Titel :
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location :
Udaipur
Print_ISBN :
978-1-4577-0239-6
DOI :
10.1109/ETNCC.2011.5958510