![]() ![]() Note: If you are inclined towards programming in Python, visit this article Step 1: Create the random variableĪ survey of commonly used fundamental methods to generate a given random variable is given in. Other types of random variables like uniform, Bernoulli, binomial, Chi-squared, Nakagami-m are illustrated in the next section. Normal random variable is considered here for illustration. ![]() ![]() Let’s see how we can generate a simple random variable, estimate and plot the probability density function (PDF) from the generated data and then match it with the intended theoretical PDF. Generation of random variables with required probability distribution characteristic is of paramount importance in simulating a communication system. Key focus: With examples, let’s estimate and plot the probability density function of a random variable using Matlab histogram function.
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