A Novel Parallel Artificial Bee Colony Algorithm and Its PAPR Reduction Performance Using SLM Scheme in OFDM and MIMO-OFDM Systems

In this letter, we propose a parallel artificial bee colony (P-ABC) algorithm based on a new search strategy. Performance of the P-ABC is tested for peak-to-average power ratio (PAPR) reduction problem using selected mapping (SLM) scheme in both orthogonal frequency division multiplexing (OFDM) and multiple-input multiple-output (MIMO)-OFDM systems. Moreover, standard ABC and two different modified ABC algorithms - ABC/best/1 and modified ABC/best/1 - are proposed for the SLM scheme. Simulation results show that the proposed P-ABC provides good PAPR reduction and bit-error-rate performances with low computational complexity.

[1]  Nelson Sollenberger,et al.  Peak-to-average power ratio reduction of an OFDM signal using partial transmit sequences , 2000, IEEE Communications Letters.

[2]  Yajun Wang,et al.  A PAPR Reduction Method Based on Artificial Bee Colony Algorithm for OFDM Signals , 2010, IEEE Transactions on Wireless Communications.

[3]  Yasir Rahmatallah,et al.  Peak-To-Average Power Ratio Reduction in OFDM Systems: A Survey And Taxonomy , 2013, IEEE Communications Surveys & Tutorials.

[4]  Chih-Peng Li,et al.  A Low-Complexity PAPR Reduction Scheme for SFBC MIMO-OFDM Systems , 2009, IEEE Signal Processing Letters.

[5]  Dervis Karaboga,et al.  Partial transmit sequences based on artificial bee colony algorithm for peak-to-average power ratio reduction in multicarrier code division multiple access systems , 2011, IET Commun..

[6]  Heung-Gyoon Ryu,et al.  Threshold IBO of HPA in the predistorted OFDM communication system , 2004, IEEE Trans. Broadcast..

[7]  Xu Wei-bin.  A Modified Artificial Bee Colony Algorithm , 2011 .

[8]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[9]  Chao-Kai Wen,et al.  A Low-Complexity Scheme to Reduce the PAPR of an OFDM Signal Using Sign-Selection Algorithms , 2010, IEEE Signal Processing Letters.

[10]  Dervis Karaboga,et al.  A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm , 2007, J. Glob. Optim..

[11]  Zhijian Wu,et al.  Multi-strategy ensemble artificial bee colony algorithm , 2014, Inf. Sci..