Title :
Searching phase optimize in PTS-APPR method by GA for PAPR reduction in OFDM-WLAN systems
Author :
Pradabpet, C. ; Yoshizawa, S. ; Miyanaga, Y. ; Dejhan, K.
Author_Institution :
Fac. of Sci. & Technol., Phranakhon Si Ayutthaya Rajabhat Univ., Phranakhon Si Ayutthaya, Thailand
Abstract :
In this paper, we propose a new PAPR reduction using the hybrid of a partial transmit sequences (PTS) and an adaptive peak power reduction (APPR) methods with genetic algorithm (GA). These methods are used in an Orthogonal Frequency Division Multiplexing (OFDM) system. The OFDM employs orthogonal sub-carriers for data modulation. These sub-carriers unexpectedly present a large Peak to Average Power Ratio (PAPR) in some cases. In order to reduce PAPR, the sequence of input data is rearranged by PTS. The APPR method is also used to controls the peak level of modulation signals by an adaptive algorithm. A proposed reduction method consists of these two methods and realizes both advantages at the same time. In order to make the optimum condition on PTS for PAPR reduction, a quite large calculation cost must be demanded and thus it is impossible to obtain the optimum PTS. In the proposed method by using genetic algorithm, the total calculation cost becomes drastically reduced. The parameter for simulation used standard WLAN in IEEE 802.11a system. In simulation results, the proposed method shows the improvement on PAPR and also reveals the high performance on bit error rate (BER) of an OFDM system.
Keywords :
OFDM modulation; genetic algorithms; wireless LAN; IEEE 802.11a system; OFDM-WLAN systems; PAPR reduction; PTS-APPR method; adaptive algorithm; adaptive peak power reduction; data modulation; genetic algorithm; modulation signal; optimum condition; orthogonal frequency division multiplexing; orthogonal subcarriers; partial transmit sequences; searching phase; total calculation cost; Bit error rate; Digital audio broadcasting; Digital video broadcasting; Genetic algorithms; Intelligent systems; Multimedia communication; OFDM modulation; Optimization methods; Partial transmit sequences; Peak to average power ratio;
Conference_Titel :
Innovative Technologies in Intelligent Systems and Industrial Applications, 2009. CITISIA 2009
Conference_Location :
Monash
Print_ISBN :
978-1-4244-2886-1
Electronic_ISBN :
978-1-4244-2887-8
DOI :
10.1109/CITISIA.2009.5224175