Analytic Signal
Compute analytic signals of discrete-time inputs
Library
Transforms
dspxfrm3
Description
The Analytic Signal block computes the complex analytic signal corresponding to each channel of the real M-by-N input, u
where and H{ } denotes the Hilbert transform. The real part of the output in each channel is a replica of the real input in that channel; the imaginary part is the Hilbert transform of the input. In the frequency domain, the Fourier transform of the analytic signal doubles the positive frequency content of the original signal while zeroing-out negative frequencies and retaining the DC component.
The block computes the Hilbert transform using an equiripple FIR filter with the order specified by the Filter order parameter, n. The linear phase filter is designed using the Remez exchange algorithm, and imposes a delay of n/2 on the input samples.
The output has the same dimensions as the input.
Frame-Based Processing
When you set the Input processing parameter to
Columns as channels (frame based), the block performs
frame-based processing. In this mode, the block treats an
M-by-N matrix input as
N independent channels containing M
sequential time samples. The block computes the analytic signal for each channel
over time.
Sample-Based Processing
When you set the Input processing parameter to
Elements as channels (sample based), the block
performs sample-based processing. In this mode, the block treats an
M-by-N matrix input as
M*N independent channels and computes the
analytic signal for each channel (matrix element) over time.
Parameters
- Filter order
The length of the FIR filter used to compute the Hilbert transform.
- Input processing
Specify how the block should process the input. You can set this parameter to one of the following options:
Columns as channels (frame based)(default) — When you select this option, the block treats each column of the input as a separate channel.Elements as channels (sample based)— When you select this option, the block treats each element of the input as a separate channel.
Supported Data Types
Double-precision floating point
Single-precision floating point