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Componentdescription ProcessorWaveletThresholding
ProcessorWaveletThresholding
General
- Component type: Processor
- Number of inputs: 1
- Number of outputs: 1
- Availability: Filter Package
- Status: finished
Description
This is a denoising Filter that calculates the wavelet transformation of the input signal, sets the detail coefficients below a specified threshold to zero and then reconstructs the denoised signal.
Input
| DataType | Description | Type |
|---|---|---|
| DataSignal | (multi-channel) raw signal | ... |
Output
| DataType | Description | Type |
|---|---|---|
| DataSignal | (multi-channel) denoised signal | ... |
Configuration
Optional, Mandatory
| Constant | Description | Type | M / O | Default |
|---|---|---|---|---|
| CONFIG_CONTENT_CLASS_INPUT | describes the type of incoming data | String | M | - |
| CONFIG_CONTENT_CLASS_OUTPUT | describes the type of outgoing data | String | M | - |
| CONFIG_SAMPLE_RATE | specifies the sample rate (Hz) for incoming, as well as outgoing data | double | M | - |
| CONFIG_NUMBER_OF_CHANNELS | defines the number of channels to calculate the mean value for | int | M | - |
| CONFIG_THRESHOLD | Absolute threshold. Detail coefficients below this value are set to 0. A typical value is about 20% of the signals amplitude. | double | M | - |
Related
