cupyx.scipy.signal.square#
- cupyx.scipy.signal.square(t, duty=0.5)[source]#
Return a periodic square-wave waveform.
The square wave has a period
2*pi
, has value +1 from 0 to2*pi*duty
and -1 from2*pi*duty
to2*pi
. duty must be in the interval [0,1].Note that this is not band-limited. It produces an infinite number of harmonics, which are aliased back and forth across the frequency spectrum.
- Parameters:
t (array_like) – The input time array.
duty (array_like, optional) – Duty cycle. Default is 0.5 (50% duty cycle). If an array, causes wave shape to change over time, and must be the same length as t.
- Returns:
y – Output array containing the square waveform.
- Return type:
Examples
A 5 Hz waveform sampled at 500 Hz for 1 second:
>>> import cupyx.scipy.signal >>> import cupy as cp >>> import matplotlib.pyplot as plt >>> t = cupy.linspace(0, 1, 500, endpoint=False) >>> plt.plot(cupy.asnumpy(t), cupy.asnumpy(cupyx.scipy.signal.square(2 * cupy.pi * 5 * t))) >>> plt.ylim(-2, 2)
A pulse-width modulated sine wave:
>>> plt.figure() >>> sig = cupy.sin(2 * cupy.pi * t) >>> pwm = cupyx.scipy.signal.square(2 * cupy.pi * 30 * t, duty=(sig + 1)/2) >>> plt.subplot(2, 1, 1) >>> plt.plot(cupy.asnumpy(t), cupy.asnumpy(sig)) >>> plt.subplot(2, 1, 2) >>> plt.plot(cupy.asnumpy(t), cupy.asnumpy(pwm)) >>> plt.ylim(-1.5, 1.5)