Signal processing

Decorrelation

Decorrelation is a general term for any process that is used to reduce autocorrelation within a signal, or cross-correlation within a set of signals, while preserving other aspects of the signal. A frequently used method of decorrelation is the use of a matched linear filter to reduce the autocorrelation of a signal as far as possible. Since the minimum possible autocorrelation for a given signal energy is achieved by equalising the power spectrum of the signal to be similar to that of a white noise signal, this is often referred to as signal whitening. (Wikipedia).

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Related pages

Nonlinear system | Whitening transformation | White noise | Hardware random number generator | Linear filter | Equalization (communications) | Neural network | Autocorrelation | Decorrelation theory | Discrete cosine transform | Cross-correlation | Pixel | Cryptography | Randomness extractor