Title :
Locally Testable Codes Require Redundant Testers
Author :
Ben-Sasson, Eli ; Guruswami, Venkatesan ; Kaufman, Tali ; Sudan, Madhu ; Viderman, Michael
Author_Institution :
Dept. of Comput. Sci., Technion - Israel Inst. of Technol., Haifa, Israel
Abstract :
Locally testable codes (LTCs) are error- correcting codes for which membership, in the code, of a given word can be tested by examining it in very few locations. Most known constructions of locally testable codes are linear codes, and give error-correcting codes whose duals have (superlinearly) many small weight codewords. Examining this feature appears to be one of the promising approaches to proving limitation results for (i.e., upper bounds on the rate of) LTCs. Unfortunately till now it was not even known if LTCs need to be non-trivially redundant, i.e., need to have one linear dependency among the low-weight codewords in its dual. In this paper we give the first lower bound of this form, by showing that every positive rate constant query strong LTC must have linearly many redundant low-weight codewords in its dual. We actually prove the stronger claim that the actual test itself must use a linear number of redundant dual codewords (beyond the minimum number of basis elements required to characterize the code); in other words, non-redundant (in fact, low redundancy) local testing is impossible.
Keywords :
error correction codes; linear codes; parity check codes; error-correcting codes; linear codes; locally testable codes; redundant dual codewords; redundant low-weight codewords; redundant testers; Computational complexity; Computer errors; Computer science; Error correction codes; Hamming distance; Linear code; Redundancy; Testing; USA Councils; Upper bound; LDPC codes; dual codes; linear codes; lower bounds; property testing;
Conference_Titel :
Computational Complexity, 2009. CCC '09. 24th Annual IEEE Conference on
Conference_Location :
Paris
Print_ISBN :
978-0-7695-3717-7