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单词 Hamming distance
释义
Hamming distance

Mathematics
  • The number of digits differing between two binary codewords of the same length. This defines a metric on the set of such codewords. If codewords are used that are at least distance 3 apart, in the event of a single transmission error, the error can be corrected by using the nearest codeword.


Statistics
  • See dissimilarity.


Computer
  • In the theory of block codes intended for error detection or error correction, the Hamming distance d(u, v) between two words u and v, of the same length, is equal to the number of symbol places in which the words differ from one another. If u and v are of finite length n then their Hamming distance is finite since

    d(u,v)n
    It can be called a distance since it is nonnegative, nil-reflexive, symmetric, and triangular:
    0d(u,v)d(u,v)=0iffu=vd(u,v)=d(v,u)d(u,w)d(u,v)+d(v,w)
    The Hamming distance is important in the theory of error-correcting codes and error-detecting codes: if, in a block code, the codewords are at a minimum Hamming distance d from one another, then
    1. (a) if d is even, the code can detect d − 1 symbols in error and correct ½(d − 1) symbols in error;

    2. (b) if d is odd, the code can detect d − 1 symbols in error and correct ½(d − 1) symbols in error.

    See also coding bounds, coding theory, Hamming bound, Hamming space, perfect codes.


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