Abstract | ||
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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 |
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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-Ksibi | 1 | 13 | 2.13 |
Roberto L ´ opez-Valcarce | 2 | 4 | 0.80 |
Hichem Besbes | 3 | 80 | 22.41 |
Sofiane Cherif | 4 | 23 | 7.58 |