Title :
Instantaneous frequency estimation using an adaptive short-time Fourier transform
Author :
Kwok, Henry K C ; Jones, Douglas L.
Author_Institution :
Coordinated Sci. Lab., Urbana, IL, USA
fDate :
Oct. 30 1995-Nov. 1 1995
Abstract :
Instantaneous frequency estimation is important in many applications, including FM demodulation. Time-frequency-based methods have been widely studied for IF estimation, particularly for low SNR, where they prove to be the most effective methods. We propose a new adaptive short-time Fourier transform algorithm, with chirping windows which is tailored for near-optimal time-frequency-based IF estimation. Extensive performance evaluations with both synthetic and real data demonstrate modest (1-2 dB) improvements in the threshold SNR over the best fixed-window STFTs. The computational cost of the new method is about ten times that of a fixed-window STFT.
Keywords :
Fourier transforms; adaptive signal processing; demodulation; frequency estimation; frequency modulation; signal representation; time-frequency analysis; FM demodulation; adaptive short-time Fourier transform; adaptive short-time Fourier transform algorithm; chirping windows; computational cost; fixed-window STFT; instantaneous frequency estimation; low SNR; performance evaluation; real data; synthetic data; threshold SNR; time-frequency based methods; time-frequency representation; time-varying signal analysis; Demodulation; Fourier transforms; Frequency estimation; Maximum likelihood estimation; Phase estimation; Phase locked loops; Polynomials; Signal analysis; Signal resolution; Time frequency analysis;
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7370-2
DOI :
10.1109/ACSSC.1995.540607