Problem 4: Suppose the random variable X in Problem 3 is sent through a quantizer g(x) to produce the random variable Y = g(X), where * < -0.5, 0, -0.5 <* < 0.5, r 2 0.5. -1, g(r) (a) Find a mathematical expression for Fy(y), the CDF of Y. (b) Find a mathematical expression for fy (y), the PDF of Y. (c) Find the value of E[Y].

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Problem 4: Suppose the random variable X in Problem 3 is sent through a
quant izer g(r) to produce the random variable Y = g(X), where
x < -0.5,
0, -0.5 <* < 0.5,
x 2 0.5.
-1,
g(x)
(a) Find a mathematical expression for Fy (y), the CDF of Y.
(b) Find a mathematical expression for fy (y), the PDF of Y.
(c) Find the value of E[Y].
Transcribed Image Text:Problem 4: Suppose the random variable X in Problem 3 is sent through a quant izer g(r) to produce the random variable Y = g(X), where x < -0.5, 0, -0.5 <* < 0.5, x 2 0.5. -1, g(x) (a) Find a mathematical expression for Fy (y), the CDF of Y. (b) Find a mathematical expression for fy (y), the PDF of Y. (c) Find the value of E[Y].
Expert Solution
Step 1

a) For the given F(x) function, we have here:
Fx(-0.5) = 0.2*(1 - 0.5)2 = 0.05
Fx(0.5) = 0.5*(1 + 0.5) = 0.75

Therefore, the CDF for Y here is given as:

F_y(y) = \left\{\begin{matrix} 0 & y < -1 \\ 0.05 & -1 \leq y < 0\\ 0.75 - 0.05 = 0.7 & 0 \leq y < 1 \\ 1 - 0.75 = 0.25 & y\geq 1 \end{matrix}\right.

This is the required CDF here.

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