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help plz Noisy Communication Suppose that Xn, n = 1, 2, 3,... is a Bernoulli process with
parameter p, i.e. P (Xn = 1) = p for all n. Suppose that Wn, n = 1,2,3,... is another Bernoulli
process with parameter s. We assume that the two random processes are completely independent
of each other (that is, any collection of samples of Xn is independent from any collection of Wn).
We form a new random process Yn, n = 1, 2, 3,... by defining where the operation denotes mod
2 addition. This setup can be thought of as taking an input digital signal Xn and sending it across
a binary channel to a receiver. The binary channel can cause an error between the input Xn and
output Yn with probability s. Such a communication channel is called an additive noise channel
because the output is the input plus an independent noise process (where plus here means mod
2).
Solution
a) P(Yn=1) = p(1-s) + s(1-p) = p+s-sp
b) P(Yn=0|X=0)=1-s
P(Yn=1|X=0)=s
c) P(X=0|Y=0)=1-s
P(X=0|Y=1)=s
P(X=1|Y=0)=s
P(X=1|Y=1)=1-s
It can be represented in the rectangle
k = | 0 | 1
___________
j= 0 | 1-s | s
j=1 | s | 1-s
d) P(Yn  eq Xn) = s.

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help plz Noisy Communication Suppose that Xn, n = 1, 2, 3,... is a .pdf

  • 1. help plz Noisy Communication Suppose that Xn, n = 1, 2, 3,... is a Bernoulli process with parameter p, i.e. P (Xn = 1) = p for all n. Suppose that Wn, n = 1,2,3,... is another Bernoulli process with parameter s. We assume that the two random processes are completely independent of each other (that is, any collection of samples of Xn is independent from any collection of Wn). We form a new random process Yn, n = 1, 2, 3,... by defining where the operation denotes mod 2 addition. This setup can be thought of as taking an input digital signal Xn and sending it across a binary channel to a receiver. The binary channel can cause an error between the input Xn and output Yn with probability s. Such a communication channel is called an additive noise channel because the output is the input plus an independent noise process (where plus here means mod 2). Solution a) P(Yn=1) = p(1-s) + s(1-p) = p+s-sp b) P(Yn=0|X=0)=1-s P(Yn=1|X=0)=s c) P(X=0|Y=0)=1-s P(X=0|Y=1)=s P(X=1|Y=0)=s P(X=1|Y=1)=1-s It can be represented in the rectangle k = | 0 | 1 ___________ j= 0 | 1-s | s
  • 2. j=1 | s | 1-s d) P(Yn eq Xn) = s.