A New Construction of High Performance LDPC Matrices for Mobile Networks
Open Access
Abstract
Secure and reliable information flow is one of the main challenges in social IoT and mobile networks. Information flow and data integrity is still an open research problem. In this paper, we develop new methods of constructing systematic and regular Low-Density Parity-Check Matrices (LDPCM), inspired by the structure of the Sarrus method and geometric designs. Furthermore, these codes have cyclic structure and therefore, are less complex in computation and also require less memory in hardware implementation. Besides, an optimal method of post-processing for deleting girths four is presented. Numerical results show that the codes constructed by these methods perform well over the additive white Gaussian noise (AWGN) channel when decoded with the sum-product LDPC iterative algorithms. The proposed methods can be very efficient in terms of reducing memory consumption and improving the convergence speed of the decoder particularly in IoT and mobile networks.Keywords
Funding Information
- Sri Lanka Technological Campus, Padukka, Sri Lanka (4.2099. ЗГ. 2019)
This publication has 36 references indexed in Scilit:
- Joint physical network coding and LDPC decoding for two way wireless relayingPhysical Communication, 2013
- Structured sublinear compressive sensing via belief propagationPhysical Communication, 2012
- Quasi-Cyclic Low-Density Parity-Check Codes From Circulant Permutation MatricesIEEE Transactions on Information Theory, 2004
- Improved low-density parity-check codes using irregular graphsIEEE Transactions on Information Theory, 2001
- Design of capacity-approaching irregular low-density parity-check codesIEEE Transactions on Information Theory, 2001
- The capacity of low-density parity-check codes under message-passing decodingIEEE Transactions on Information Theory, 2001
- Good error-correcting codes based on very sparse matricesIEEE Transactions on Information Theory, 1999
- Near Shannon limit performance of low density paritycheck codesElectronics Letters, 1997
- A recursive approach to low complexity codesIEEE Transactions on Information Theory, 1981
- Low-density parity-check codesIEEE Transactions on Information Theory, 1962