Continuous Wavelet Transforms

1-D and 2-D CWT, inverse 1-D CWT, 1-D CWT filter bank, wavelet cross-spectrum and coherence

Obtain the continuous wavelet transform (CWT) of a signal or image, construct signal approximations with the inverse CWT, compare time-varying patterns in two signals using wavelet coherence, visualize wavelet bandpass filters, and obtain high resolution time-frequency representations using wavelet synchrosqueezing.

Functions

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1-D Analysis

`cwt`	Continuous 1-D wavelet transform
`icwt`	Inverse continuous 1-D wavelet transform
`cwtfilterbank`	Continuous wavelet transform filter bank
`wt`	Continuous wavelet transform with filter bank
`freqz`	CWT filter bank frequency responses
`timeSpectrum`	Time-averaged wavelet spectrum
`scaleSpectrum`	Scale-averaged wavelet spectrum
`cwtfreqbounds`	CWT maximum and minimum frequency or period
`wcoherence`	Wavelet coherence and cross-spectrum
`wsst`	Wavelet synchrosqueezed transform
`iwsst`	Inverse wavelet synchrosqueezed transform
`wsstridge`	Time-frequency ridges from wavelet synchrosqueezing
`wtmm`	Wavelet transform modulus maxima

2-D Analysis

`cwtft2`	2-D continuous wavelet transform
`cwtftinfo2`	Supported 2-D CWT wavelets and Fourier transforms

Apps

Wavelet Analyzer

Analyze signals and images using wavelets

Topics

1-D CWT Analysis and Synthesis

Continuous Wavelet Analysis

Perform time-frequency analysis with the continuous wavelet transform.

Continuous Wavelet Analysis of Modulated Signals

This example shows how to use the continuous wavelet transform (CWT) to analyze modulated signals.

Continuous Wavelet Analysis of Cusp Signal

Understand the differences between wavelet transform modulus maxima and the CWT of a cusp signal.

Inverse Continuous Wavelet Transform

Understand the mathematics of the inverse continuous wavelet transform.

Boundary Effects and the Cone of Influence

Learn about the cone of influence and how it represents regions of significant boundary effects.

Morse Wavelets

Learn about the generalized Morse family of analytic wavelets.

2-D CWT Analysis

Two-Dimensional CWT of Noisy Pattern

This example shows how to detect a pattern in a noisy image using the 2-D continuous wavelet transform (CWT).

2-D Continuous Wavelet Transform App

Analyze image data and export the results using the Wavelet Analyzer app.

Wavelet Coefficients, Scales, and Synchrosqueezing

Interpreting Continuous Wavelet Coefficients

Understand wavelet coefficients through illustrative examples.

Continuous Wavelet Transform and Scale-Based Analysis

Learn about the continuous wavelet transform and the relationship between frequencies and scales.

Continuous Wavelet Transform as a Bandpass Filter

Understand the continuous wavelet transform as bandpass filtering.

Wavelet Synchrosqueezing

Time-frequency reassignment technique for analyzing signals with oscillating modes.

Featured Examples

Time-Frequency Reassignment and Mode Extraction with Synchrosqueezing

Use wavelet synchrosqueezing to obtain a higher resolution time-frequency analysis. The example also shows how to extract and reconstruct oscillatory modes in a signal.

Open Script

Frequency- and Time-Localized Reconstruction from the Continuous Wavelet Transform

Reconstruct a frequency-localized approximation of Kobe earthquake data. Extract information from the CWT for frequencies in the range of [0.030, 0.070] Hz.

Open Live Script