A binary erasure channel with transition probabilities


Response to the following problem:

Figure illustrates a binary erasure channel with transition probabilities P(0|0) = P(1|1) = 1 - p and P(e|0) = P(e|1) = p. The probabilities for the input symbols are P(X = 0) = α and P(X = 1) = 1 - α.

1. Determine the average mutual information I(X; Y ) in bits.

2. Determine the value of α that maximizes I(X; Y ), i.e., the channel capacity C in bits per channel use, and plot C as a function of p for the optimum value of α.

3. For the value of α found in part 2, determine the mutual information I(x; y) = I(0; 0), I(1; 1), I(0; e), and I(1; e), where

893_binary erasure channel.jpg

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Other Engineering: A binary erasure channel with transition probabilities
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