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Wireless Personal Communications

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09-09-2016

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

Authors: Yüksel Tokur Bozkurt, Necmi Taşpınar

Published in: Wireless Personal Communications | Issue 3/2017

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Abstract

Integer wavelet transform (IWT) is an alternative to fast Fourier transform (FFT) in orthogonal frequency division multiplexing (OFDM) systems. It serves implementation flexibility and performance improvement by diminishing high side lobes, sensitivity to time and frequency synchronization. However, high PAPR of the transmitted signals is also a significant problem for IWT as in FFT based OFDM. One of the methods used for reducing the peak-to-average power ratio (PAPR) is partial transmit sequences (PTS) and this method requires an exhaustive search to obtain optimum reduction. This study examines the PAPR reduction potential of differential evolution algorithm based PTS scheme in lifting based wavelet packet modulation (LBWPM) system. The simulation results indicate that remarkable PAPR reduction performance with a low computational load for LBWPM system can be achieved using the proposed differential evolution based PTS scheme.

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Bingham, J. A. C. (1990). Multicarrier modulation for data transmission: An idea whose time has come. IEEE Communications Magazine, 28(5), 5–14.CrossRef

Han, S. H., & Lee, J. H. (2004). PAPR reduction of OFDM signals using a reduced complexity PTS technique. IEEE Signal Processing Letters, 11(11), 887–890.CrossRef

Bisht, M., & Joshi, A. (2015). Various techniques to reduce PAPR in OFDM systems: A survey. International Journal of Signal Processing, Image Processing and Pattern Recognition, 8(11), 195–206.CrossRef

Calderbank, R., Daubechies, I., Sweldens, W., & Yeo, B.-L. (1998). Wavelet transforms that map integers to integers. Applied and Computational Harmonic Analysis, 5(3), 332–369.MathSciNetCrossRefMATH

Huang, X. L., Wang, G., Chen, J., & Sun, Q. Q. (2012). A novel Haar wavelet-based BPSK OFDM system robust to spectral null channels and with reduced PAPR. Wireless Personal Communications, 67(3), 599–612.CrossRef

Suma, M. N., Narasimhan, S. V., & Kanmani, B. (2014). Orthogonal frequency division multiplexing peak-to average power ratio reduction by best tree selection using coded discrete cosine harmonic wavelet packet transform. IET Communications, 8(11), 1875–1882.CrossRef

Suma, M. N., Narasimhan, S. V., & Kanmani, B. (2015). A new OFDM system based on discrete cosine harmonic wavelet transform (DCHWT) for PSK and QAM. Wireless Personal Communications, 80(4), 1733–1746.CrossRef

Taşpınar, N., & Tokur Bozkurt, Y. (2016). PAPR reduction using genetic algorithm in the lifting based wavelet packet modulation systems. Turkish Journal of Electrical Engineering and Computer Sciences, 24(1), 184–195.

Price, K., Storn, R., & Lampinen, Jouni A. (2005). Differential evolution: A practical approach to global optimization. Berlin : Springer.MATH

10.

Storn, R., & Price, K. (1997). Differential evolution—A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization, 11(4), 341–359.MathSciNetCrossRefMATH

11.

Ait Saadi, H., Guessoum, A., & Chouinard, J.-Y. (2011). Differential evolution algorithm for PAPR reduction in OFDM systems. In 7th International workshop on systems, signal processing and their applications (WOSSPA) (pp. 175–178). doi:10.1109/WOSSPA.2011.5931444.

12.

Ghosh, S., Roy, S., Das, S., Abraham, A., & Islam, S. M. (2011). Peak to average power ratio in OFDM systems using an adaptive differential evolution algorithm. In IEEE congress on evolutionary computation (CEC) (pp. 1941–1949).

13.

Yao, Y.-C., Hung, H.-L., & Wen, J.-H. (2011). PAPR reduction in OFDM system using differential evolution-based partial transmit sequences scheme. In International conference on machine learning and cybernetics (ICMLC) (pp. 1414–1419).

14.

Hung, H.-L., & Huang, Y.-F. (2012). Peak-to- average power ratio reduction in orthogonal frequency division multiplexing system using differential evolution-based particle transmit sequences scheme. IET Communications, 6(11), 1483–1488.MathSciNetCrossRef

15.

Sweldens, W. (1998). The lifting scheme: A construction of second generation wavelets. SIAM Journal Mathematical Analysis, 29(2), 511–546. doi:10.1137/S0036141095289051.MathSciNetCrossRefMATH

16.

Jansen, M., & Oonincx, P. (2005). Second generation wavelets and applications. London: Springer.

17.

Jain, C., Chaudhary, V., Jain, K., & Karsoliya, S. (2011). Performance analysis of integer wavelet transform for image compression. In 3rd International conference on electronics computer technology (ICECT) (pp. 244–246).

18.

Abd El-Hamed, M. A., Dessouky, M. I., Shawkil, F., Abd El-Samie, F. E., & Ibrahim, M. K. (2012). Integer wavelet transform for SC-FDMA system. In IEEE 8th international conference on informatics and systems (pp. 25–35).

Title: Peak-to-Average Power Ratio Reduction in Lifting Based Wavelet Packet Modulation Systems Using Differential Evolution Algorithm
Authors: Yüksel Tokur Bozkurt
Necmi Taşpınar
Publication date: 09-09-2016
Publisher: Springer US
Published in: Wireless Personal Communications / Issue 3/2017
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI: https://doi.org/10.1007/s11277-016-3670-5

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