Title :
PAPR reduction of OFDM systems using PTS with genetic algorithm at low computational complexity
Author :
Shukla, Jyoti ; Joshi, Akanksha ; Bansal, Rajeev ; Tyagi, Rajesh K.
Author_Institution :
Dept. of CSE, Mewar Univ., Ghaziabad, India
Abstract :
Orthogonal frequency division multiplexing (OFDM) is one of the preferred choices for high speed transmission of data in wireless domain pertaining to its immunity towards inter-symbol interference. However high value of peak to average power ratio (PAPR) is a major problem associated with OFDM. High PAPR increases circuit complexity and reduce RF amplifier efficiency. Partial Transmit Sequence (PTS) is one of the widely used techniques for PAPR reduction, however in PTS scheme the computation of optimal phase factors necessitates exhaustive searching among all allowable phase factors. This leads to exponential increase in search and computational complexity with the increase in number of subblocks. In this paper a PTS scheme using Genetic algorithm (GA) for optimized search with low computational complexity scheme is proposed. The proposed scheme provides efficient search and PAPR performance at low computational complexity for a given value of PAPR threshold.
Keywords :
OFDM modulation; computational complexity; data communication; genetic algorithms; intersymbol interference; radiofrequency amplifiers; search problems; GA; OFDM systems; PAPR reduction; PAPR threshold; PTS scheme; RF amplifier efficiency; circuit complexity; computational complexity; genetic algorithm; intersymbol interference; orthogonal frequency division multiplexing; partial transmit sequence; peak to average power ratio; phase factors; Biological cells; Computational complexity; Genetic algorithms; Partial transmit sequences; Peak to average power ratio; GA; OBL; OFDM; PAPR; PTS;
Conference_Titel :
Recent Advances and Innovations in Engineering (ICRAIE), 2014
Conference_Location :
Jaipur
Print_ISBN :
978-1-4799-4041-7
DOI :
10.1109/ICRAIE.2014.6909187