Wavelet Transform

A multi-resolution signal analysis technique that decomposes images or time series into components at different frequency and spatial scales. Wavelets are used in image compression, texture analysis, and vibration signal processing for robot fault detection. Discrete Wavelet Transform (DWT) provides efficient multi-scale decomposition.