Title :
A Genetic Algorithms based detector for MIMO STBC systems
Author :
Koudougnon, Herve ; Azouaoui, Ahmed ; Belkasmi, Mostafa
Author_Institution :
SIME Lab., Mohammed V Univ., Rabat, Morocco
Abstract :
This paper proposes a new STBC MIMO detector based on Genetic Algorithms (GA) that can approach the performances of an optimal detector based on the maximum likelihood detector (MLD). This detector is a hybridization between the GA and a linear detector such as ZF or MMSE detector. The optimization of the parameters of the GA can significantly improve performances. Our detector was compared with other equivalent detectors. The results show that our proposed algorithm gives better performance.
Keywords :
MIMO communication; genetic algorithms; least mean squares methods; maximum likelihood detection; space-time block codes; MIMO STBC systems; MLD; MMSE detector; genetic algorithms based detector; linear detector; maximum likelihood detector; parameters optimization; Biological cells; Modulation; Nickel; Sociology; Statistics; GA; MIMO; MMSE; STBC detector; ZF;
Conference_Titel :
Codes, Cryptography and Communication Systems (WCCCS), 2014 5th Workshop on
Print_ISBN :
978-1-4799-7053-7
DOI :
10.1109/WCCCS.2014.7107906