IEEE Task 2.py

import random
import matplotlib.pyplot as plt


def getLowerandUpper():

    lower = round(random.uniform(1, 3), 2)
    upper = 0
    while (upper <= lower):
        upper = round(random.uniform(1, 20), 2)

    return lower, upper


base_stations_name = []  # Storing Base Station Names
lower_limit_list = []   # Storing Lower Limit time
upper_limit_list = []   # Storing Upper Limit time
success_list = []       # Storing No. of Successful Itertions
ratios_list = []        # Storing Ratios


n = 10                  # No. of Base Stations
total_iterations = 20   # Total Iterations
TIME = 5                # Time Limit for each task


# Assigning Lower Limit, Upper Limit and Name for Base Stations
for i in range(n):
    lower, upper = getLowerandUpper()
    lower_limit_list.append(lower)
    upper_limit_list.append(upper)

    base_stations_name.append("BS"+str(i+1))


for i in range(n):  # Each Base Station
    lower_limit = lower_limit_list[i]
    upper_limit = upper_limit_list[i]
    success = 0

    for j in range(total_iterations):  # Each Iteration
        current_time = round(random.uniform(lower_limit, upper_limit), 2)
        if current_time <= TIME:
            success += 1

    # Outside inner loop, we know no. of successful iterations
    success_list.append(success)
    ratios_list.append(success/total_iterations)


# Plotting the graph

# x-coordinates of left sides of bars
left = list(range(1, n+1))

# Heights of bars: ratios_list

# Labels for bars: base_stations_name

# Plotting a Bar Chart
plt.bar(left, ratios_list, tick_label=base_stations_name,
        width=0.8, color=["blue"])

# Naming the x-axis
plt.xlabel("Base Stations")

# Naming the y-axis
plt.ylabel("Ratios")

# Plot Title
plt.title("Ratio v/s Base Station Bar Chart")

# function to show the plot
plt.show()