Title :
An overview of multiple-window and quadratic-inverse spectrum estimation methods
Author :
Thomson, David J.
Author_Institution :
AT&T Bell Labs., Murray Hill, NJ, USA
Abstract :
Presents examples, history, and a brief review of the theory of multiple-window and quadratic-inverse spectrum estimation methods for mixed harmonizable processes. In addition to the standard uses of making consistent non-parametric auto- and cross-spectrum estimates with jackknife confidence intervals and estimating periodic components in coloured noise, quadratic-inverse theory gives a time-frequency decomposition for stochastic processes. This leads to new estimates of both common and less-familiar functions such as the “time-derivative” of a spectrum
Keywords :
estimation theory; interference (signal); inverse problems; spectral analysis; stochastic processes; time-frequency analysis; coloured noise; jackknife confidence intervals; mixed harmonizable processes; multiple-window spectrum estimation methods; nonparametric auto-spectrum estimates; nonparametric cross-spectrum estimate; periodic components; quadratic-inverse spectrum estimation methods; review; stochastic processes; time-derivative; time-frequency decomposition; Acoustic signal processing; Colored noise; Frequency domain analysis; History; Modems; Seismology; Spectral analysis; Speech processing; Stochastic resonance; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389911