Title :
Automated decision technology for network design in cellular communication systems
Author :
Allen, S.M. ; Hurley, S. ; Whitaker, R.M.
Author_Institution :
Dept. of Comput. Sci., Univ. of Wales Coll. of Cardiff, UK
Abstract :
The location and configuration of transmission infrastructure for cellular communication networks is a complex engineering task involving many competing objectives. While minimising commitment to infrastructure and maintenance, the network needs to meet quality of service requirements based on signal quality, area coverage and call traffic capacity. In response to this, operators must make decisions over antennae type, power control, tilt and azimuth of equipment in addition to site location. In this overview paper, we describe the problem facing cellular providers using FD-TDMA technology and present an automated approach for managing the entire design process, taking into account the full complexity of the problem. Meta-heuristic optimization procedures are used to both select sites and configure equipment. This results in a deterministic process for designing networks which is not contingent on human experience or judgement.
Keywords :
cellular radio; decision support systems; frequency division multiple access; quality of service; simulated annealing; telecommunication computing; telecommunication traffic; time division multiple access; FD-TDMA technology; antennae type; area coverage; automated decision technology; call traffic capacity; cellular communication systems; cellular providers; equipment azimuth; equipment tilt; management; meta-heuristic optimization procedures; network design; power control; quality of service requirements; signal quality; transmission infrastructure configuration; transmission infrastructure location; Azimuth; Cellular networks; Communication networks; Communication system traffic; Communication system traffic control; Paper technology; Power control; Power engineering and energy; Process design; Quality of service;
Conference_Titel :
System Sciences, 2002. HICSS. Proceedings of the 35th Annual Hawaii International Conference on
Print_ISBN :
0-7695-1435-9
DOI :
10.1109/HICSS.2002.994002