Title
Prefiltered Pisarenko frequency estimator for multiple real-valued sinusoids
Abstract
An Infinite Impulse Response (IIR) notch filter based method is pro- posed for multiple real sinusoids frequency estimation. The estima- tor basically involves two steps. An initial frequency estimate is first obtained by solving the Least Squares (LS) equation based on the transversal part of the IIR filter. Based on the initial estimate, we in- troduce the recursive part and a LS cost function is then constructed from which the final estimate is acquired. Computer simulations show that the performance of the estimator approaches the Cramer- Rao Lower Bound for sufficiently high signal-to-noise ratios and/or data lengths.
Year
Venue
Keywords
2009
EUSIPCO
iir filters,frequency estimation,least squares approximations,notch filters,cramer-rao lower bound,iir notch filter,infinite impulse response notch filter,least squares equation,multiple real sinusoids frequency estimation,multiple real-valued sinusoids,prefiltered pisarenko frequency estimator
Field
DocType
ISBN
Least squares,Band-stop filter,Applied mathematics,Upper and lower bounds,Control theory,Infinite impulse response,Signal-to-noise ratio,Transversal (geometry),Recursion,Mathematics,Estimator
Conference
978-161-7388-76-7
Citations 
PageRank 
References 
2
0.39
8
Authors
4
Name
Order
Citations
PageRank
Rim Elasmi-Ksibi1132.13
Roberto L ´ opez-Valcarce240.80
Hichem Besbes38022.41
Sofiane Cherif4237.58