dstep — SciPy v1.15.3 Manual (original) (raw)

scipy.signal.

scipy.signal.dstep(system, x0=None, t=None, n=None)[source]#

Step response of discrete-time system.

Parameters:

systemtuple of array_like

A tuple describing the system. The following gives the number of elements in the tuple and the interpretation:

• 1: (instance of dlti)
• 3: (num, den, dt)
• 4: (zeros, poles, gain, dt)
• 5: (A, B, C, D, dt)

x0array_like, optional

Initial state-vector. Defaults to zero.

tarray_like, optional

Time points. Computed if not given.

nint, optional

The number of time points to compute (if t is not given).

Returns:

toutndarray

Output time points, as a 1-D array.

youttuple of ndarray

Step response of system. Each element of the tuple represents the output of the system based on a step response to each input.

Examples

import numpy as np from scipy import signal import matplotlib.pyplot as plt

butter = signal.dlti(*signal.butter(3, 0.5)) t, y = signal.dstep(butter, n=25) plt.step(t, np.squeeze(y)) plt.grid() plt.xlabel('n [samples]') plt.ylabel('Amplitude')