Title :
An energy-efficient cell planning strategy for heterogeneous network based on realistic traffic data
Author :
Xianda Li ; Xing Zhang ; Wenbo Wang
Author_Institution :
Wireless Signal Process. & Network Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
With the exponential growth of wireless network data traffic and mobile users, traditional single layer homogeneous network cannot meet the increasing high-speed traffic demand. As a solution, heterogeneous networks (HetNet) are considered as a promising architecture to fulfill the challenge. At the same time, energy consumption problem has become one of the most challenging problems due to the fast expansion of wireless network scale. Traditionally, network operators are more concerned about the coverage and capacity problem when planning cellular networks, rather than the energy efficiency of the network. In this paper, we propose an energy-efficient micro base station (BS) planning strategy based on realistic traffic data in HetNet architecture. A genetic algorithm (GA) is introduced to solve the optimization problem. By carefully selecting algorithm parameters, the algorithm can produce a set of near optimum solutions. The simulation results show that the energy efficiency and traffic coverage ratio are both improved by the deployment of micro BSs.
Keywords :
cellular radio; energy conservation; genetic algorithms; telecommunication network planning; telecommunication power management; energy consumption problem; energy efficient cell planning strategy; energy efficient microbase station planning strategy; genetic algorithm; heterogeneous network; mobile user; realistic traffic data; wireless network data traffic; Base stations; Energy consumption; Genetic algorithms; Optimization; Planning; Sociology; Statistics; Cell Planning; Energy Efficiency; Genetic Algorithm; HetNet;
Conference_Titel :
Computing, Management and Telecommunications (ComManTel), 2014 International Conference on
Conference_Location :
Da Nang
Print_ISBN :
978-1-4799-2904-7
DOI :
10.1109/ComManTel.2014.6825591