Title :
A Novel Programming Model and Optimisation Algorithms for WCDMA Networks
Author :
Yang, Jun ; Zhang, Jie ; Aydin, Mehmet E. ; Wu, Joyce Y.
Author_Institution :
Dept. of Comput. & Inf. Syst., Bedfordshire Univ., Luton
Abstract :
To obtain a good trade-off between accuracy and the computational load of WCDMA (wideband code-division multiple access) network planning and optimisation, link-level performance factors such as the impact of soft handover and fast power control need to be taken into account in system-level simulations. However, they have not been investigated together in previous works. In this paper, we propose a mixed integer programming model considering these factors in both uplink and downlink, and present optimisation strategies based on three meta-heuristics, namely simulated annealing (SA), evolutionary SA (ESA) and variable neighbourhood search (VNS). The base station location problem is modelled as a simplified p-median problem. Experimental results are provided to compare the performance of different algorithms with respect to the solution quality and the level of robustness.
Keywords :
broadband networks; code division multiple access; integer programming; simulated annealing; telecommunication network planning; WCDMA networks; base station location problem; computational load; evolutionary SA; meta-heuristics; mixed integer programming model; optimisation algorithms; power control; simplified p-median problem; simulated annealing; variable neighbourhood search; wideband code-division multiple access network planning; Computational modeling; Computer networks; Downlink; Linear programming; Multiaccess communication; Power control; Power system modeling; Power system planning; Simulated annealing; Wideband;
Conference_Titel :
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location :
Dublin
Print_ISBN :
1-4244-0266-2
DOI :
10.1109/VETECS.2007.250