Modified cramer-rao lower bounds for TOA and symbol width estimation. An application to search and rescue signals

This paper focuses on the performance of time of arrival estimators for distress beacon signals which are defined by pulses with smooth transitions. These signals are used in the satellite-based search and rescue Cospas-Sarsat system. We propose a signal model based on sigmoidal functions. Closed-form expressions for the modified Cramér-Rao bounds associated with the parameters of this model are derived. The obtained expressions are easy to interpret since they analytically depend on the system parameters. Simulations conducted on realistic search and rescue signals show good agreement with the theoretical results.

[1]  Umberto Mengali,et al.  The modified Cramer-Rao bound in vector parameter estimation , 1998, IEEE Trans. Commun..

[2]  Ali M. Reza,et al.  Cramer-Rao lower bound on locations of sudden changes in a steplike signal , 1996, IEEE Trans. Signal Process..

[3]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[4]  K.Venkatesh Prasad,et al.  Fundamentals of statistical signal processing: Estimation theory: by Steven M. KAY; Prentice Hall signal processing series; Prentice Hall; Englewood Cliffs, NJ, USA; 1993; xii + 595 pp.; $65; ISBN: 0-13-345711-7 , 1994 .

[5]  Sofiène Affes,et al.  Closed-Form Expressions for the Exact Cramér–Rao Bounds of Timing Recovery Estimators From BPSK, MSK and Square-QAM Transmissions , 2011, IEEE Transactions on Signal Processing.

[6]  Umberto Mengali,et al.  The modified Cramer-Rao bound and its application to synchronization problems , 1994, IEEE Trans. Commun..

[7]  Philippe Loubaton,et al.  Blind equalization - case of an unknown symbol period , 2003, IEEE Trans. Signal Process..

[8]  Yiu-Tong Chan,et al.  Symbol rate estimation by the wavelet transform , 1997, Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97.

[9]  Davide Dardari,et al.  Satellite and Terrestrial Radio PositioningTechniques - A signal processing perspective , 2011 .

[10]  John G. Proakis,et al.  Digital Communications , 1983 .

[11]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[12]  Sofiène Affes,et al.  Closed-Form Expressions for the Exact Cramér-Rao Bounds of Timing Recovery Estimators From BPSK, MSK and Square-QAM Transmissions , 2011, IEEE Trans. Signal Process..

[13]  Liu Yu Modified Cramer-Rao lower bound for symbol width estimation from a phase-shift-keying signal , 2009 .

[14]  Ananthram Swami,et al.  Cramer-Rao lower bounds for change points in additive and multiplicative noise , 2004, Signal Process..

[15]  Gonzalo Seco Granados,et al.  Design of Local User Terminals for Search and Rescue Systems with MEO Satellites , 2001 .

[16]  Marc Moeneclaey,et al.  On the true and the modified Cramer-Rao bounds for the estimation of a scalar parameter in the presence of nuisance parameters , 1998, IEEE Trans. Commun..