Abstract
Single carrier modulations such as quadrature amplitude modulation (QAM) are recently becoming an attractive and complementary alternative to multiple carrier modulations. High order QAM provides spectral efficiency advantage at the price of larger dynamic range. This characteristic leads to enlarge the peak-to-average power ratio (PAPR) and so, to reduce the energy efficiency. This study provides an analysis of the PAPR distribution for QAM based systems. We focus on the distribution of the PAPR since it is the main evaluation means of PAPR reduction techniques. We present an analytic expression of the probability density function of the PAPR for limited length frames. The analysis shows that the expression of the PAPR usually found in the literature is valid only for long frames and is the asymptotic limit of the formula we propose. According to the simulation results, the distribution we suggest accurately describes the PAPR for long frames and is a good approximation for short frames.
Similar content being viewed by others
References
Sanjay Singh, M . H., & Sathish Kumar, M. (2009). Effect of peak-to-average power ratio reduction on the multicarrier communication system performance parameters. International Journal of Electrical and Computer Engineering (IJECE), 4, 779–786.
Jiang, T., Guizani, M., Chen, H.-H., Xiang, W., & Wu, Y. (2008). Derivation of PAPR distribution for OFDM wireless systems based on extreme value theory. IEEE Transactions on Wireless Communications, 7(4), 1298–1305.
Ochiai, H., & Imai, H. (2001). On the distribution of the peak-to-average power ratio in OFDM signals. IEEE Transactions on Communications, 49(2), 282–289.
Litsyn, S., & Wunder, G. (2006). Generalized bounds on the crest-factor distribution of OFDM signals with applications to code design. IEEE Transactions on Information Theory, 52(3), 992–1006.
Jiang, T., & Wu, Y. (2008). An overview: Peak-to-average power ratio reduction techniques for OFDM signals. IEEE Transactions on Broadcasting, 54(2), 257–268.
Pedrosa, P., Dinis, R., & Nunes, F. (2010). Iterative frequency domain equalization and carrier synchronization for multi-resolution constellations. IEEE Transactions on Broadcasting, 56(4), 551–557.
Benvenuto, N., Dinis, R., Falconer, D., & Tomasin, S. (2010). Single carrier modulation with nonlinear frequency domain equalization: An idea whose time has come - again. Proceedings of the IEEE, 98(1), 69–96.
Pancaldi, F., Vitetta, G., Kalbasi, R., Al-Dhahir, N., Uysal, M., & Mheidat, H. (2008). Single-carrier frequency domain equalization. IEEE Signal Processing Magazine, 25(5), 37–56.
Talonen, M., & Lindfors, S. (2007) Power consumption model for linear RF power amplifiers with rectangular M-QAM modulation. In 4th International Symposium on Wireless Communication Systems, 2007. ISWCS 2007., (pp. 682–685).
Prabhu, R. S., & Daneshrad, B. (2008). Energy minimization of a QAM system with fading. IEEE Transactions on Wireless Communications, 7(12), 4837–4842.
Cui, S., Goldsmith, A., & Bahai, A. (2005). Energy-constrained modulation optimization. IEEE Transactions on Wireless Communications, 4(5), 2349–2360.
Wei, S., Goeckel, D., & Kelly, P. (2002). A modern extreme value theory approach to calculating the distribution of the peak-to-average power ratio in OFDM systems. In IEEE International Conference on Communications. ICC 2002. (2002), (Vol. 3, pp. 1686–1690).
Gnedenko, B. V. (1948). On a local limit theorem of the theory of probability. Uspekhi Mat. Nauk, 3(25), 187–194.
Marsaglia, G. (1965). Ratios of normal variables and ratios of sums of uniform variables. Journal of the American Statistical Association, 60(309), 193–204. [Online]. Available: http://www.jstor.org/stable/2283145.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix: Proof of the Eq. (29)
Appendix: Proof of the Eq. (29)
The limit (28) can be written
Using the Taylor expansion
we get:
using the expression of \(\mu\) from (13) we get
Rights and permissions
About this article
Cite this article
Kouassi, K., Andrieux, G. & Diouris, JF. PAPR Distribution for Single Carrier M-QAM Modulations. Wireless Pers Commun 104, 727–738 (2019). https://doi.org/10.1007/s11277-018-6046-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11277-018-6046-1