Deng Jian-min, Yin Chang-chuan, Ji Hong, Yue Guang-xin. An Improved Belief-Propagation Algorithm with Channel Estimation of LDPC under Block Fading Channels[J]. Journal of Electronics & Information Technology, 2005, 27(4): 519-522.
Citation:
Deng Jian-min, Yin Chang-chuan, Ji Hong, Yue Guang-xin. An Improved Belief-Propagation Algorithm with Channel Estimation of LDPC under Block Fading Channels[J]. Journal of Electronics & Information Technology, 2005, 27(4): 519-522.
Deng Jian-min, Yin Chang-chuan, Ji Hong, Yue Guang-xin. An Improved Belief-Propagation Algorithm with Channel Estimation of LDPC under Block Fading Channels[J]. Journal of Electronics & Information Technology, 2005, 27(4): 519-522.
Citation:
Deng Jian-min, Yin Chang-chuan, Ji Hong, Yue Guang-xin. An Improved Belief-Propagation Algorithm with Channel Estimation of LDPC under Block Fading Channels[J]. Journal of Electronics & Information Technology, 2005, 27(4): 519-522.
Firstly it is proved by simulation that the Low Density Parity Check(LDPC) code has sound performance under block fading channel when decoded by general belief-propagation algorithm. Then based on its special iterative nature, the improved belif-propagation algorithm is proposed under block fading channel with channel estimation in every iterative step. The simulation demonstrates that the proposed algorithm can effectively reduce the iterative times of decoding.
MacKay D J C. Good error correcting codes based on very sparse matrices[J].IEEE Trans. on Info. Theory.1999, 45(3):399-[2]Gallager R G. Low density parity check codes[J].IRE Trans. on Info.Theory.1962, 8:21-[3]Gallager R G. Low density parity check codes. [PhD thesis],Cambridge, MA: MIT Press, 1963.[4]Di Changyan, Proietti D, Emre Telatar I, Richardson T J,Urbanke R L. Finite-length analysis of low-density parity-check codes on the binary erasure channel[J].IEEE Trans. on Info.Theory.2002,48(6):1570-[5]MacKa, D J C, Neal R M. Good codes based on very sparse matrices. Cryptography and Coding 5th IMA Conf., C.Boyd, ed,Lecture Notes in Computer Science, Berlin, Germany: Springer,1995, 1025: 100- 111.[6]Pearl J. Probabilistic Reasoning in intelligent systems: Networks of Plausible Inference. San Mateo, Calif: Morgan Kaufmann Pub., Inc., 1988: Chap 4.2.3, 162 - 174.[7]邓建民.低密度码编译码技术的研究[博士论文].北京:北京邮电大学,2003.