4.2 Article

PAPR reduction using genetic algorithm in lifting-based wavelet packet modulation systems

Publisher

Tubitak Scientific & Technological Research Council Turkey
DOI: 10.3906/elk-1306-236

Keywords

Peak-to-average power ratio; wavelet packet modulation; partial transmit sequence; genetic algorithm

Ask authors/readers for more resources

Wavelet packet modulation (WPM) is a potential candidate in wireless communication systems by virtue of its flexibility and modular implementation capability. However, WPM suffers from high peak-to-average power ratio (PAPR), which results in signal distortion when a high-power amplifier is employed at the transmitter. The partial transmit sequence (PTS) is an attractive PAPR reduction method, but its computational complexity is high. In this paper, we propose a PTS based on the genetic algorithm (GA) scheme (GA-PTS) to reduce the computational complexity of the PTS in the lifting-based WPM (LBWPM) systems. Simulation results show that the proposed GA-PTS scheme provides significant improvement in PAPR reduction while maintaining a low computational load. The cumulative distribution function performance of the LBWPM system is better than the performance of the classical WPM.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.2
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Computer Science, Artificial Intelligence

Peak-to-average power ratio reduction using backtracking search optimization algorithm in OFDM systems

Necmi Taspinar, Yuksel Tokur Bozkurt

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES (2016)

Article Telecommunications

Peak-to-Average Power Ratio Reduction in Lifting Based Wavelet Packet Modulation Systems Using Differential Evolution Algorithm

Yuksel Tokur Bozkurt, Necmi Taspinar

WIRELESS PERSONAL COMMUNICATIONS (2017)

No Data Available