303 research outputs found
New Combinatorial Construction Techniques for Low-Density Parity-Check Codes and Systematic Repeat-Accumulate Codes
This paper presents several new construction techniques for low-density
parity-check (LDPC) and systematic repeat-accumulate (RA) codes. Based on
specific classes of combinatorial designs, the improved code design focuses on
high-rate structured codes with constant column weights 3 and higher. The
proposed codes are efficiently encodable and exhibit good structural
properties. Experimental results on decoding performance with the sum-product
algorithm show that the novel codes offer substantial practical application
potential, for instance, in high-speed applications in magnetic recording and
optical communications channels.Comment: 10 pages; to appear in "IEEE Transactions on Communications
Adaptively correcting quantum errors with entanglement
Contrary to the assumption that most quantum error-correcting codes (QECC)
make, it is expected that phase errors are much more likely than bit errors in
physical devices. By employing the entanglement-assisted stabilizer formalism,
we develop a new kind of error-correcting protocol which can flexibly trade
error correction abilities between the two types of errors, such that high
error correction performance is achieved both in symmetric and in asymmetric
situations. The characteristics of the QECCs can be optimized in an adaptive
manner during information transmission. The proposed entanglement-assisted
QECCs require only one ebit regardless of the degree of asymmetry at a given
moment and can be decoded in polynomial time.Comment: 5 pages, final submission to ISIT 2011, Saint-Petersburg, Russi
Double-Hamming based QC LDPC codes with large minimum distance
A new method using Hamming codes to construct base matrices of (J, K)-regular LDPC convolutional codes with large free distance is presented. By proper labeling the corresponding base matrices and tailbiting these parent convolutional codes to given lengths, a large set of quasi-cyclic (QC) (J, K)-regular LDPC block codes with large minimum distance is obtained. The corresponding Tanner graphs have girth up to 14. This new construction is compared with two previously known constructions of QC (J, K)-regular LDPC block codes with large minimum distance exceeding (J+1)!. Applying all three constructions, new QC (J, K)-regular block LDPC codes with J=3 or 4, shorter codeword lengths and/or better distance properties than those of previously known codes are presented
Applications of finite geometries to designs and codes
This dissertation concerns the intersection of three areas of discrete mathematics: finite geometries, design theory, and coding theory. The central theme is the power of finite geometry designs, which are constructed from the points and t-dimensional subspaces of a projective or affine geometry. We use these designs to construct and analyze combinatorial objects which inherit their best properties from these geometric structures.
A central question in the study of finite geometry designs is Hamada’s conjecture, which proposes that finite geometry designs are the unique designs with minimum p-rank among all designs with the same parameters. In this dissertation, we will examine several questions related to Hamada’s conjecture, including the existence of counterexamples. We will also study the applicability of certain decoding methods to known counterexamples.
We begin by constructing an infinite family of counterexamples to Hamada’s conjecture. These designs are the first infinite class of counterexamples for the affine case of Hamada’s conjecture. We further demonstrate how these designs, along with the projective polarity designs of Jungnickel and Tonchev, admit majority-logic decoding schemes. The codes obtained from these polarity designs attain error-correcting performance which is, in certain cases, equal to that of the finite geometry designs from which they are derived. This further demonstrates the highly geometric structure maintained by these designs.
Finite geometries also help us construct several types of quantum error-correcting codes. We use relatives of finite geometry designs to construct infinite families of q-ary quantum stabilizer codes. We also construct entanglement-assisted quantum error-correcting codes (EAQECCs) which admit a particularly efficient and effective error-correcting scheme, while also providing the first general method for constructing these quantum codes with known parameters and desirable properties. Finite geometry designs are used to give exceptional examples of these codes
Searching for Voltage Graph-Based LDPC Tailbiting Codes with Large Girth
The relation between parity-check matrices of quasi-cyclic (QC) low-density
parity-check (LDPC) codes and biadjacency matrices of bipartite graphs supports
searching for powerful LDPC block codes. Using the principle of tailbiting,
compact representations of bipartite graphs based on convolutional codes can be
found.
Bounds on the girth and the minimum distance of LDPC block codes constructed
in such a way are discussed. Algorithms for searching iteratively for LDPC
block codes with large girth and for determining their minimum distance are
presented. Constructions based on all-ones matrices, Steiner Triple Systems,
and QC block codes are introduced. Finally, new QC regular LDPC block codes
with girth up to 24 are given.Comment: Submitted to IEEE Transactions on Information Theory in February 201
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