Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2023/ii/paper-1/11i/b/solution

Let denote whether or was sent, and write
where are independent Bernoulli variables of parameter . Because is uniform, is uniform, while . Thus the mutual information in the first received digit is
By the chain rule for mutual information, the extra information in the second digit is . Conditional on , the second channel error is independent of the first output, so
Moreover,
Given either value of , the second output therefore differs from it with probability , and
Consequently the incremental information in a twofold binary repetition code is
bits.

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