Abstract
This paper considers the use of the tone reservation (TR) technique to reduce the peak-to-average power ratio (PAPR) of an orthogonal frequency division multiplexing (OFDM) signal. In the TR scheme, a small number of unused subcarriers called peak reduction carriers (PRCs) are reserved to reduce the PAPR and the goal of the TR scheme is to find the optimal values of the PRCs that minimize the PAPR of the transmitted OFDM signal. The conventional TR technique can provide good PAPR reduction performance for OFDM signals; however, it requires an exhaustive search over all combinations of allowed PRC set, resulting in high complexity. In this paper, the harmony research (HS) algorithm is applied to search the optimal combination of PRC, which can significantly reduce the computational complexity and offers lower PAPR at the same time. Simulation results show that the TR based on HS algorithm can achieve the good tradeoff between PAPR reduction performance and computational complexity.
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References
Andrews, J.G., Ghosh, A., Muhamed, R.: Fundamentals of WiMAX, Understanding Broadband Wireless Networking. Prentice-Hall, Englewood Cliffs (2007)
Jiang, T., Wu, Y.: An overview:peak-to-average power ratio reduction techniques for OFDM signals. IEEE Trans. on Broadcasting 54(2), 257–268 (2008)
van Nee, R., Prasad, R.: OFDM for Wireless Multimedia Communications. Artech House, Boston (2000)
Li, X., Cimini Jr., L.J.: Effects of clipping and filtering on the performance of OFDM. In: Proc. Globecom, pp. 1634–1638 (1997)
Tellado, J., Cioffi, J.M.: Peak power reduction for multicarrier transmission. In: Proc. Globecom, pp. 219–224 (1998)
Gross, R., Veeneman, D.: Clipping distortion in DMT ADSL systems. Electron. Lett. 29, 2080–2081 (1993)
Tellado, J.: Multicarrier Modulation With Low PAR: Applications to DSL and Wireless. Kluwer, Norwell (2000)
Breiling, M., Muller, S.H., Huber, J.B.: SLM peak-power reduction without explicit side information. IEEE Commun. Lett. 5(6), 239–241 (2001)
Muller, S.H., Huber, J.B.: OFDM with reduced peak-to-average power ratio by optimum combination of partial transmit sequences. Electron. Lett. 33, 368–369 (1997)
Tellado, J.: Peak to Average Power Reduction for Multicarrier Modulation, Ph.D. dissertation, Stanford Univ. (2000)
Wang, Y., Chen, W., Tellambura, C.: Genetic Algorithm Based Nearly Optimal Peak Reduction Tone Set Selection for Adaptive Amplitude Clipping PAPR Reduction. IEEE Transactions on Broadcasting 58, 462–471 (2012)
Tellado, J., Cioffi, J.M.: PAR reduction in multicarrier transmission system. ANSI Document, T1E1.4 Technical subcommittee, pp. 1–14, no. 97-367 (December 8, 1997)
Li, H., Jiang, T., Zhou, Y.: An Improved Tone Reservation Scheme With Fast Convergence for PAPR Reduction in OFDM Systems. IEEE Transactions on Broadcasting 57(4), 902–906 (2011)
Chen, J.-C., Chiu, M.-H., Yang, Y.-S., Li, C.-P.: A Suboptimal Tone Reservation Algorithm Based on Cross-Entropy Method for PAPR Reduction in OFDM Systems. IEEE Transactions on Broadcasting 57(3), 752–757 (2011)
Lim, D.W., Noh, H.-S., No, J.-S., Shin, D.-J.: Near optimal PRT set selection algorithm for tone reservation in OFDM systems. IEEE Trans. Broadcast. 54(3), 454–460 (2008)
Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: Harmony search. Simulation 76(2), 60–68 (2001)
Geem, Z.W., Kim, S.: Harmony Search Algorithms for Structural Design. Old City Publishing, Philadelphia (2009)
Das, Mukhopadhyay, A., Roy, A., Abraham, A., Panigrahi, B.K.: Exploratory power of the harmony search algorithm: Analysis and improvements for global numerical optimization. IEEE Trans. Syst., Man, Cybern. B, Cybern. 41(1), 89–106 (2011)
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Chen, JS., Hung, HL., Huang, YF. (2014). Harmony Search Algorithm Based Nearly Optimal Peak Reduction Tone Set Selection for PAPR Reduction in OFDM System. In: Nguyen, N.T., Attachoo, B., Trawiński, B., Somboonviwat, K. (eds) Intelligent Information and Database Systems. ACIIDS 2014. Lecture Notes in Computer Science(), vol 8398. Springer, Cham. https://doi.org/10.1007/978-3-319-05458-2_36
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DOI: https://doi.org/10.1007/978-3-319-05458-2_36
Publisher Name: Springer, Cham
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