Filtering (Continuous) (G Dataflow)

Version:

Continuously filters an input sequence using a specific filter.

reset

A Boolean that specifies the initialization of the internal state of the node.

 True Initializes the internal state to zero. False Initializes the internal state to the final state from the previous call of this node.

This node automatically initializes the internal state to zero on the first call and runs continuously until this input is True.

Default: False

signal

Input signal to filter.

This input accepts the following data types:

• 1D array of double-precision floating-point numbers
• 2D array of double-precision floating-point numbers
• 1D array of complex double-precision floating-point numbers
• Waveform
• 1D array of waveforms

filter

The input filter.

filter structure

Structure of the filter.

Name Value Description
IIR Cascade 2nd Order 0 Uses IIR second-order filter stages.
IIR Cascade 4th Order 1 Uses IIR fourth-order filter stages.
IIR Direct 2 Uses the direct-form IIR filter.
FIR 3 Uses the FIR filter.

forward coefficients

Forward coefficients of the filter.

Default: 0

reverse coefficients

Reverse coefficients of the filter.

Default: 0

sampling frequency

The sampling frequency in Hz.

This value must be greater than zero.

Default: 0

error in

Error conditions that occur before this node runs. The node responds to this input according to standard error behavior.

Default: No error

filtered signal

The filtered signal.

error out

Error information. The node produces this output according to standard error behavior.

Algorithm for Obtaining Filtered Signal with the FIR Filter

If filter structure is FIR, this node obtains the elements of filtered signal using the following equation:

${y}_{i}=\begin{array}{cc}\underset{j=0}{\overset{{N}_{b}-1}{\sum }}{b}_{j}{x}_{i-j}& \mathrm{for}\left(i\ge 0\right)\end{array}$
where
• y is filtered signal
• Nb is the number of FIR coefficients
• bj is the filter coefficients

Algorithm for Obtaining Filtered Signal with the IIR Filter

If filter structure is IIR Direct, this node obtains the elements of filtered signal using the following equation:

${y}_{i}=\begin{array}{cc}\frac{1}{{a}_{0}}\left(\underset{j=0}{\overset{{N}_{b}-1}{\sum }}{b}_{j}{x}_{i-j}-\underset{k=1}{\overset{{N}_{a}-1}{\sum }}{a}_{k}{y}_{i-k}\right)& \mathrm{for}\left(i\ge 0\right)\end{array}$
where
• y is filtered signal
• Nb is the number of forward coefficients
• bj is the forward coefficients
• Na is the number of reverse coefficients
• ak is the reverse coefficients

Algorithm for Obtaining Filtered Signal with the IIR Cascade Filter

If filter structure is IIR Cascade 2nd Order or IIR Cascade 4th Order, this node obtains the elements of filtered signal with a cascade of second- or fourth-order filter stages. The output of one filter stage is the input to the next filter stage for all Ns filter stages.

Where This Node Can Run:

Desktop OS: Windows

FPGA: Not supported