Publication | Closed Access
Matching Vector Codes
34
Citations
29
References
2010
Year
Unknown Venue
EngineeringBiometricsIterative DecodingComputational ComplexityImage AnalysisJoint Source-channel CodingPattern RecognitionVector CodesCoding TheoryVariable-length CodeDecodable CodesMachine VisionComputer EngineeringComputer ScienceDecodable CodeError Correction CodeCryptographyProgram AnalysisFormal MethodsMatching VectorVectorization
A locally decodable code encodes a message by a codeword, such that even if the codeword is corrupted by noise, each message bit can be recovered with high probability by a randomized decoding procedure that reads only few bits of the codeword. Recently a new class of locally decodable codes, based on families of vectors with restricted dot products has been discovered. We refer to those codes as Matching Vector (MV) codes. In this work we develop a new view of MV codes and uncover certain similarities between them and classical Reed Muller codes. Our view allows us to obtain a deeper insight into the power and limitations of MV codes. We use it to construct codes that can tolerate more errors or are shorter than previously known codes for certain parameter settings. We also show super-linear lower bounds on the codeword length of any MV code.
| Year | Citations | |
|---|---|---|
Page 1
Page 1