Title :
PAPR reduction in multicarrier modulations using Genetic Algorithms
Author :
Lixia, Marco ; Murroni, Maurizio ; Popescu, Vlad
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Cagliari, Cagliari, Italy
Abstract :
This work presents a novel approach to the reduction of Peak-to-Average Power Ratio (PAPR) in multicarrier modulation: Partial Transmit Sequence (PTS) is optimized by opportune tailored Genetic Algorithms (GA) which allow achieving solution with pre-selected accuracy and reduced computational burden. A comparative study on both Orthogonal Frequency Division Multiplexing (OFDM) and Wavelet Packets Multi-Carrier Modulation (WP-MCM) has been conducted. Results show that although WP-MCM outperforms conventional OFDM schemes in terms of PAPR, GA applied to PTS are more effective in reducing PAPR for OFDM rather than for WP-MCM.
Keywords :
OFDM modulation; genetic algorithms; wavelet transforms; genetic algorithm; multicarrier modulation; orthogonal frequency division multiplexing; partial transmit sequence; peak-to-average power ratio; wavelet packets multi-carrier modulation; Design engineering; Electronic equipment; Genetic algorithms; Genetic engineering; OFDM modulation; Partial transmit sequences; Peak to average power ratio; Unicast; Wavelet packets; Wireless communication; Genetic Algorithms; Multi-Carrier Modulation; Partial Transmit Sequence;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2010 12th International Conference on
Conference_Location :
Basov
Print_ISBN :
978-1-4244-7019-8
DOI :
10.1109/OPTIM.2010.5510543