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ndarray-tf2ss

ndarray-tf2ss

Converts a transfer function representation to state space.

Usage

The transfer function is defined using the following notation:

Transfer function notation

With that convention, some pseudocode for usage would be:

y = [bm, ... , b1, b0];
x = [1, an-1, ..., a1, a0];
[A, B, C, D] = require('ndarray-tf2ss')(y, x);

The y and x arguments need to be ndarrays. Each row in the input arguments defines a separate function to be calculated. Single input-single output (SISO) systems can be defined with y having a single row and x having a single row.

Description

A transfer function typically relates the input of a system to an output. Control systems may need a state-space representation, and this function can convert the transfer function to the necessary matrices, which will be ndarrays.

State-space control needs 4 matrices and they satisfy the equations:

dx = Ax + Bu
y = Cx + Du

where dx is the derivative of the state variables. Note that the D matrix is zero. If m < n, the D matrix will always be zero. For causality (i.e. that we don't have to take into account future inputs), m ≤ n.

Author

Tim Bright

License

© 2016, Tim Bright. MIT License.