TY - GEN
T1 - Computational hardness and explicit constructions of error correcting codes
AU - Cheraghchi, Mahdi
AU - Shokrollahi, Amin
AU - Wigderson, Avi
PY - 2006
Y1 - 2006
N2 - We outline a procedure for using pseudorandom generators to construct binary codes with good properties, assuming the existence of sufficiently hard functions. Specifically, we give a polynomial time algorithm, which for every integers n and k, constructs polynomially many linear codes of block length n and dimension k, most of which achieving the Gilbert-Varshamov bound. The success of the procedure relies on the assumption that the exponential time class of E def = DTIME[2O(n)] is not contained in the sub-exponential space class DSPACE[2o(n)]. The methods used in this paper are by now standard within computational complexity theory, and the main contribution of this note is observing that they are relevant to the construction of optimal codes. We attempt to make this note self contained, and describe the relevant results and proofs from the theory of pseudorandomness in some detail.
AB - We outline a procedure for using pseudorandom generators to construct binary codes with good properties, assuming the existence of sufficiently hard functions. Specifically, we give a polynomial time algorithm, which for every integers n and k, constructs polynomially many linear codes of block length n and dimension k, most of which achieving the Gilbert-Varshamov bound. The success of the procedure relies on the assumption that the exponential time class of E def = DTIME[2O(n)] is not contained in the sub-exponential space class DSPACE[2o(n)]. The methods used in this paper are by now standard within computational complexity theory, and the main contribution of this note is observing that they are relevant to the construction of optimal codes. We attempt to make this note self contained, and describe the relevant results and proofs from the theory of pseudorandomness in some detail.
UR - http://www.scopus.com/inward/record.url?scp=84940656389&partnerID=8YFLogxK
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AN - SCOPUS:84940656389
T3 - 44th Annual Allerton Conference on Communication, Control, and Computing 2006
SP - 1173
EP - 1179
BT - 44th Annual Allerton Conference on Communication, Control, and Computing 2006
PB - University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering
T2 - 44th Annual Allerton Conference on Communication, Control, and Computing 2006
Y2 - 27 September 2006 through 29 September 2006
ER -