Author_Institution :
Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon
Abstract :
The bilateral minimum distance of a binary linear code is the maximum d such that all nonzero codewords have weights between d and n - d. Let Q ⊂ {0,1}n be a binary linear code whose dual has bilateral minimum distance at least d, where d is odd. Roughly speaking, we show that the average L∞-distance-and consequently, the L1-distance-between the weight distribution of a random cosets of Q and the binomial distribution decays quickly as the bilateral minimum distance d of the dual of Q increases. For d = ⊖(1), it decays like n-⊖(d). On the other d = ⊖(n) extreme, it decays like and e-⊖(d). It follows that, almost all cosets of Q have weight distributions very close to the to the binomial distribution. In particular, we establish the following bounds. If the dual of Q has bilateral minimum distance at least d = 2t + 1, where t ≥ 1 is an integer, then the average L∞-distance is at most min{(e ln (n/2t))t(2t/n)(t/2), √2e-(t/10)}. For the average L1-distance, we conclude the bound min{(2t + 1)(e ln (n/2t))t(2t/n)(t/2)-1, √2(n + 1)e-(t/10)}, which gives nontrivial results for t ≥ 3. We give applications to the weight distribution of cosets of extended Hadamard codes and extended dual BCH codes. Our argument is based on Fourier analysis, linear programming, and polynomial approximation techniques.
Keywords :
BCH codes; Fourier analysis; Hadamard codes; binary codes; binomial distribution; linear codes; linear programming; polynomial approximation; random codes; set theory; BCH code; Fourier analysis; Hadamard code; bilateral minimum distance; binary linear code; binomial distribution; linear programming; nonzero codeword; polynomial approximation technique; random coset; weight distribution; Approximation methods; Error correction; Error correction codes; Linear codes; Linear programming; Polynomials; Probability distribution; BCH codes; Bilateral minimum distance; binomial distribution; cosets; weight distribution;