Title :
Constrained least squares estimation of sinusoidal frequencies and application to time frequency analysis of chirp signals
Author :
Chitrapu, Prabhaknr R. ; Pan, Zhibing
Author_Institution :
Dialogic Corp., Parsippany, NJ, USA
Abstract :
In this paper, we consider the problem of least squares estimation of the frequency of a single noiseless sinusoidal signal and derive a least squares algorithm to estimate the frequency parameters. We show the effects of adding noise to the signal. Secondly, we propose two adaptive versions of the algorithm and apply them to determine the instantaneous frequency of a modulated tone. We illustrate results by several chirp signals. By adding mild amounts of noise, we show that the algorithm is fairly robust. We feel that the computational simplicity of this algorithm makes it a competitive alternative to the modern time frequency signal analysis methods for monocomponent signals
Keywords :
adaptive signal processing; chirp modulation; frequency estimation; least squares approximations; time-frequency analysis; adaptive versions; algorithm robustness; chirp signals; computational simplicity; frequency parameters; instantaneous frequency; least squares estimation; modulated tone; monocomponent signals; noise; noiseless sinusoidal signal; time frequency analysis; Additive noise; Chirp modulation; Frequency estimation; Frequency modulation; Least squares approximation; Modems; Noise robustness; Parameter estimation; Signal analysis; Time frequency analysis;
Conference_Titel :
VLSI Signal Processing, VI, 1993., [Workshop on]
Conference_Location :
Veldhoven
Print_ISBN :
0-7803-0996-0
DOI :
10.1109/VLSISP.1993.404452