Decoding the minimum-hamming-distance


Response to the following problem:

Show that when a binary sequence x of length n is transmitted over a BSC with crossover probability p, the probability of receiving y, which is at Hamming distance d from x, is given by

P( y|x) = (1-p)n(p/1-p)d

From this conclude that if p < ½, P( y|x) is a decreasing function of d and hence ML decoding is equivalent to minimum-Hamming-distance decoding. What happens if p > ½?

 

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Other Engineering: Decoding the minimum-hamming-distance
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