Title :
Improving the threshold of the minimum-norm frequency detection method
Author :
Colares, Ricardo Fialho ; Lopes, Amauri
Author_Institution :
DECOM-FEEC-UNICAMP, Campinas, Brazil
Abstract :
This work is concerned with the frequency estimation of sinusoidal signals at low signal-to-noise ratios (SNR) and high resolution, through the linear prediction (LP) minimum-norm-based method. The optimized LP coefficients lead to a polynomial whose zeros contain information about the frequencies. The study of the behavior of these zeros leads to a new strategy capable of lowering the threshold effect at low SNR. Simulations show that is possible to achieve better results than the maximum likelihood (ML) method without any significant additional effort
Keywords :
frequency estimation; minimisation; poles and zeros; polynomials; prediction theory; signal detection; signal resolution; SNR; frequency estimation; linear prediction; minimum-norm frequency detection; optimized coefficients; polynomial zeros; signal resolution; signal-to-noise ratio; simulation; sinusoidal signals; threshold effect; Additive white noise; Frequency estimation; Least squares methods; Maximum likelihood detection; Maximum likelihood estimation; Polynomials; Signal processing; Signal resolution; Signal to noise ratio; Singular value decomposition;
Conference_Titel :
Telecommunications Symposium, 1998. ITS '98 Proceedings. SBT/IEEE International
Conference_Location :
Sao Paulo
Print_ISBN :
0-7803-5030-8
DOI :
10.1109/ITS.1998.713092