Abstract
Sub-optimal algorithms that avoid the complexity of the maximum likelihood scheme for estimating a frequency offset have been developed based on samples of the estimated auto-correlation function. However, their computation burden is still heavy for near-optimal performance. To overcome this problem, this paper proposes a reduced-complexity algorithm of single-frequency estimation for a high-rate wireless personal area network application. Accuracy and robustness of our frequency estimator are statistically assessed by Monte Carlo simulations. The results indicate that the proposed complexity effective algorithm closely conforms to the Cramer-Rao bound.






References
IEEE802.15.4 Standard. (2003, October). Wireless medium access control (MAC) and physical layer (PHY) specifications for low-rate wireless personal area networks (LR-WPANs).
ECMA International. (2007, December). Standard ECMA-368. High rate ultra wideband PHY and MAC standard.
IEEE802.15.3 Standard. (2003, September). Wireless medium access control (MAC) and physical layer (PHY) specifications for high rate wireless personal area networks (WPANs).
Rife, D. C., & Boorstyn, R. R. (1974). Single-tone parameter estimation from discrete-time observations. IEEE Transactions on Information Theory, 20, 591–598.
Kay, S. M. (1989). A fast and accurate single frequency estimator. IEEE Transactions on Acoustics, Speech and Signal Processing, 37(12), 1987–1990.
Hsu, C.-H., & Anastasopoulos, A. (2005). Design and analysis of joint data detection and frequency/phase estimation algorithms. Journal on Selected Areas in Communications, 23(9), 1707–1717.
Fowler, M. (2002). Phase-based frequency estimation: A review. Digital Signalal Processing, 12(4), 590–615.
Fitz, M. (1994). Further results in the fast estimation of a single frequency. IEEE Transactions on Communications, 42(2–4), 862–864.
Luise, M., & Reggiannini, R. (1995). Carrier frequency recovery in all-digital modems for burst-mode transmissions. IEEE Transactions on Communications, 43(3), 1169–1178.
Brown, T., & Wang, M. (2002). An iterative algorithm for single-frequency estimation. IEEE Transactions on Signal Processing, 50(11), 2671–2682.
Xiao, Y., Wei, P., & Tai, H. (2007). Autocorrelation-based algorithm for single-frequency estimation. Signal Processing, 87(6), 1224–1233.
Cao, Y., Wei, G., & Chen, F.-J. (2012). A closed-form expanded autocorrelation method for frequency estimation of a sinusoid. Signal Processing, 92(4), 885–892.
Baronkin, V. M., Zakharov, Y. V., & Tozer, T. C. (2001). Maximum likelihood single tone frequency estimation in a multipathchannel. IEE Proceedings-Communications, 148(6), 400–404.
Li, J., Peng, H., & Ge, L. (2004, August). Autocorrelation based carrier frequency offset estimator with extended frequency range. In Proceedings of ICSP’04 (pp. 1682–1685).
Yang, C., Wei, G., & Chen, F. (2009, October). An estimation-range extended autocorrelation-based frequency estimator. EURASIP Journal on Advances in Signal Processing, 2009. Article ID 961938.
Gini, F., Luise, M., & Reggiannini, R. (1998). Cramer-Rao bounds in the parametric estimation of fading radiotransmission channels. IEEE Transactions on Communications, 46(10), 1390–1398.
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This work was supported by the Components & Materials development program of MKE/KEIT (10043826).
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Shin, WJ., Seo, J. & You, YH. Computationally Efficient Single-Frequency Estimation Scheme in High-Rate WPAN Systems. Wireless Pers Commun 72, 521–533 (2013). https://doi.org/10.1007/s11277-013-1027-x
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DOI: https://doi.org/10.1007/s11277-013-1027-x