Title :
Power allocation and subcarrier pairing in OFDM-based Decode-and-Forward relay networks based on a genetic approach
Author :
Hung-Sheng Lang ; Wen-Hsien Fang ; Shih-Chun Lin
Author_Institution :
Dept. of Electron. & Comput. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
This paper addresses a joint subcarrier pairing and power allocation scheme in the orthogonal frequency division multiplexing (OFDM)-based Decode-and-Forward (DF) cooperative networks via a genetic approach. To suit the joint consideration, each chromosome in the proposed genetic algorithm (GA) is divided into an integer string for subcarrier pairing and a real number string for power allocation. In addition, new crossover and mutation operations are implemented for this new type of chromosomes. Conducted simulations show that the proposed GA-based approach outperforms some representative previous works with modest computational load.
Keywords :
OFDM modulation; cooperative communication; decode and forward communication; genetic algorithms; DF cooperative network; GA-based approach; OFDM-based decode-and-forward relay network; chromosome; genetic algorithm; integer string; number string; orthogonal frequency division multiplexing; power allocation scheme; subcarrier pairing; Biological cells; Cooperative systems; Joints; OFDM; Optimization; Relays; Resource management; Decode-and-forward cooperative networks; OFDM; genetic algorithm; power allocation; subcarrier pairing;
Conference_Titel :
Intelligent Signal Processing and Communications Systems (ISPACS), 2013 International Symposium on
Conference_Location :
Naha
Print_ISBN :
978-1-4673-6360-0
DOI :
10.1109/ISPACS.2013.6704526