Title :
Instantaneous frequency estimation using level-crossing information
Author :
Chandrasekhar, S. ; Sreenivas, T.V.
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
We discuss the problem of instantaneous frequency (IF) estimation of phase signals using their level-crossing (LC) instant information. We cast the problem to that of interpolating the instantaneous phase (IP), and hence finding the IF, from samples obtained at the level-crossing instants of the phase signal. These are inherently irregularly spaced and the problem essentially reduces to reconstructing a signal from the samples taken at irregularly sampled points for which we propose a ´line plus sum of sines´ model. In the presence of noise, the temporal structure of the level-crossings can get distorted. To reduce the effects of noise, we use a short-time Fourier transform (STFT) based enhancement scheme. The performance of the proposed method is studied through Monte-Carlo simulations for a phase signal with composite IF for various SNRs. Different level-crossing based estimates are combined to obtain a new IF estimate. Simulation studies show that the estimates obtained using zero-crossing (ZC) and other very low level values perform better than those obtained with higher level values.
Keywords :
Fourier transforms; frequency estimation; interpolation; signal reconstruction; signal sampling; SNR; instantaneous frequency estimation; instantaneous phase interpolation; level-crossing instants; phase signals; short-time Fourier transform; signal enhancement; signal reconstruction; signal samples; time-warping; zero-crossing; Fourier transforms; Frequency estimation; Frequency modulation; Noise level; Noise reduction; Phase estimation; Random processes; Signal analysis; Signal processing; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1201638