Title :
Radio Resource Management in a Coordinated Cellular Distributed Antenna System by Using Particle Swarm Optimization
Author :
Haliloglu, Omer ; Toker, Cenk ; Bulu, Gurhan ; Yanikomeroglu, Halim
Author_Institution :
Dept. of Electr. & Electron. Eng., Hacettepe Univ., Ankara, Turkey
Abstract :
In this paper, we consider a coordinated multi-point transmission (CoMP) scheme used in a cellular system where antenna ports are distributed throughout the cell, instead of using a single base station. Two schemes are considered; either ports can be switched on and off (Binary Power Management, BPM) or their transmission power can be adjusted (Continuous Power Management, CPM). The goal is to maximize the minimum signal to interference plus noise ratio (SINR) in the network for both schemes. The first problem is NP-hard and the second one is multi- modal. We propose to use particle swarm optimization (PSO) as a solver for both problems. It is demonstrated that the proposed PSO based algorithms can efficiently solve both problems. Furthermore, through simulations, it is shown that for the same total transmit power per port, CPM outperforms BPM.
Keywords :
cellular radio; computational complexity; mobile antennas; mobility management (mobile radio); particle swarm optimisation; CoMP scheme; NP-hard problem; SINR; antenna ports; binary power management; cellular system; continuous power management; coordinated cellular distributed antenna system; coordinated multipoint transmission; particle swarm optimization; radio resource management; signal to interference plus noise ratio; single base station; Antenna arrays; Interference; Optimization; Particle swarm optimization; Ports (Computers); Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6692730