Title :
Improve the capacity of the OFDMA-based systems
Author :
Abdourahmane, Ndiaye ; Samuel, Ouya ; Gervais, Mendy
Author_Institution :
Ecole Supérieure Polytechnique de Dakar, Université Cheikh Anta DIOP de Dakar, BP:5085, Dakar-Fann, Senegal
Abstract :
This paper addresses the problem of resources allocation in the downlink mobile network. It is established in the context of multi-path effect and Doppler effect. These phenomena cause randomly variations of the channel and make difficult the allocation of the resources. It´s similar to a high non linear optimization problem. Thus, we propose an implementation of genetic algorithms approach to increase the total throughput of the radio mobile system. Like the evolutionary algorithms approach, this method is characterized by its robustness, permitting thus to efficiently solve a non linear optimization problem.
Keywords :
Doppler effect; Genetic algorithms; OFDM; Resource management; Sociology; Statistics; Throughput; Capacity; Genetic Algorithms; OFDMA; adaptive allocation;
Conference_Titel :
Science and Information Conference (SAI), 2015
Conference_Location :
London, United Kingdom
DOI :
10.1109/SAI.2015.7237262