/Python/Pseudo-random input signal python

Pseudo-random input signal python

import numpy as np
import matplotlib.pyplot as plt

nstep = 300

# random signal generation

a_range = [0,2]
a = np.random.rand(nstep) * (a_range[1]-a_range[0]) + a_range[0] # range for amplitude

b_range = [2, 10]
b = np.random.rand(nstep) *(b_range[1]-b_range[0]) + b_range[0] # range for frequency
b = np.round(b)
b = b.astype(int)

b[0] = 0

for i in range(1,np.size(b)):
    b[i] = b[i-1]+b[i]

# Random Signal
i=0
random_signal = np.zeros(nstep)
while b[i]<np.size(random_signal):
    k = b[i]
    random_signal[k:] = a[i]
    i=i+1

# PRBS
a = np.zeros(nstep)
j = 0
while j < nstep:
    a[j] = 5
    a[j+1] = -5
    j = j+2

i=0
prbs = np.zeros(nstep)
while b[i]<np.size(prbs):
    k = b[i]
    prbs[k:] = a[i]
    i=i+1

plt.figure(0) 
plt.subplot(2,1,1)
plt.plot(random_signal, drawstyle='steps',label='Random Signal')
plt.legend()
plt.subplot(2,1,2)
plt.plot(prbs, drawstyle='steps', label='PRBS')
plt.legend()
plt.show()

Source: stackoverflow.com

Similar codes

0 vote158 views1 answer
Installing python3.9 on linux mint 20
Python
9 votes180 views2 answers
Discord.py unban command
Python
0 vote173 views1 answer
Drop row with duplicate value
Python
0 vote150 views1 answer
Link_to class
Python
0 vote152 views3 answers
A program that asks for the user's input of a list of numbers and sort it in reverse in python
Python
0 vote182 views1 answer
Linux site-packages location
Python
0 vote198 views1 answer
Python get factors of a number
Python
0 vote221 views1 answer
Get a list of ids from queryset django
Python Django
0 vote184 views1 answer
Doomsday fuel foobar
Python
0 vote181 views1 answer
Remove emoji
Python