Title :
An efficient technique for dynamic channel allocation (DCA) in mobile cellular networks
Author :
Mandal, Swamp ; Saha, Debashis
Author_Institution :
Sch. of Manage., XLRI Jamshedpur, India
Abstract :
The scarcity of radio channels is the main bottleneck in the enhancement of system capacity while maintaining quality of service (QoS) in mobile cellular networks. A channel allocation scheme, which can adapt the varying load of a network, may help to overcome that bottleneck to some extent. Thus, dynamic channel allocation (DCA) is an important problem in mobile cellular networks. In this paper, we have formulated the DCA problem as a state space search problem and solved it by using a heuristic search technique, which is a variant of the well-known depth first branch and bound (DFBB) search technique. We have compared the performance of this technique with two other existing meta-heuristic techniques, namely simulated annealing (SA), and tabu search (TS) with respect to the call blocking probability for varying load in a network. From experimental results, it is found that the proposed technique performs better than TS and SA in this problem domain.
Keywords :
cellular radio; channel allocation; channel capacity; heuristic programming; quality of service; search problems; simulated annealing; state-space methods; telecommunication congestion control; tree searching; DCA; DFBB search; QoS; call blocking probability; depth first branch and bound search; dynamic channel allocation; heuristic search technique; meta-heuristic techniques; mobile cellular networks; quality of service; radio channel scarcity; simulated annealing; state space search problem; system capacity; tabu search; Channel allocation; Electronic mail; Financial advantage program; Intelligent networks; Interference constraints; Land mobile radio cellular systems; Search problems; Simulated annealing; Sprites (computer); State-space methods;
Conference_Titel :
Personal Wireless Communications, 2005. ICPWC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8964-6
DOI :
10.1109/ICPWC.2005.1431390