Erasure Codes with a Banded Structure for Hybrid Iterative-ML Decoding

This paper presents new FEC codes for the erasure channel, LDPC-Band, that have been designed so as to optimize a hybrid iterative-Maximum Likelihood (ML) decoding. Indeed, these codes feature simultaneously a sparse parity check matrix, which allows an efficient use of iterative LDPC decoding, and a generator matrix with a band structure, which allows fast ML decoding on the erasure channel. The combination of these two decoding algorithms leads to erasure codes achieving a very good trade-off between complexity and erasure correction capability.

[1]  Thomas Stockhammer,et al.  Reliable Multimedia Download Delivery in Cellular Broadcast Networks , 2007, IEEE Transactions on Broadcasting.

[2]  Gene H. Golub,et al.  Matrix computations (3rd ed.) , 1996 .

[3]  Marco Chiani,et al.  Generalized IRA Erasure Correcting Codes for Hybrid Iterative/Maximum Likelihood Decoding , 2008, IEEE Communications Letters.

[4]  Thomas Stockhammer,et al.  Raptor Forward Error Correction Scheme for Object Delivery , 2007, RFC.

[5]  Robert H. Halstead,et al.  Matrix Computations , 2011, Encyclopedia of Parallel Computing.

[6]  Rüdiger L. Urbanke,et al.  Capacity-achieving ensembles for the binary erasure channel with bounded complexity , 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

[7]  Vincent Roca,et al.  Improving the Decoding of LDPC Codes for the Packet Erasure Channel with a Hybrid Zyablov Iterative Decoding/Gaussian Elimination Scheme , 2008 .

[8]  Ian F. Blake,et al.  Random Matrices and Codes for the Erasure Channel , 2010, Algorithmica.

[9]  Michael Luby,et al.  LT codes , 2002, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[10]  M. Cunche,et al.  Optimizing the error recovery capabilities of LDPC-staircase codes featuring a Gaussian elimination decoding scheme , 2008, 2008 10th International Workshop on Signal Processing for Space Communications.

[11]  Vincent Roca,et al.  Low Density Parity Check (LDPC) Staircase and Triangle Forward Error Correction (FEC) Schemes , 2008, RFC.

[12]  Emre Telatar,et al.  Finite-length analysis of low-density parity-check codes on the binary erasure channel , 2002, IEEE Trans. Inf. Theory.

[13]  Kenta Kasai,et al.  Detailed representation of irregular LDPC code ensembles and density evolution , 2003, IEEE International Symposium on Information Theory, 2003. Proceedings..

[14]  Ian F. Blake,et al.  Windowed Erasure Codes , 2006, 2006 IEEE International Symposium on Information Theory.

[15]  Rüdiger L. Urbanke,et al.  Design of capacity-approaching irregular low-density parity-check codes , 2001, IEEE Trans. Inf. Theory.