针对目前编码辅助载波同步算法中复杂度较高、延时大的问题,提出了引入辅助停止判决机制的编码辅助载波同步算法。在现有的编码辅助载波同步结构基础上,该算法能对环路信噪比(SNR)进行实时判定,在环路SNR满足限定条件后提前停止编码辅助载波同步迭代,而不影响译码性能。采用新的相位估计方式估计含相位噪声的载波相位,提升了该条件下的环路信噪比。仿真采用码率为1/2的低密度奇偶校验(LDPC)码作为编码方式,结果表明:在误码率为10-5时,该算法减少了约50%的编码辅助载波同步迭代次数;在含相位噪声的信号条件下,与理想解调译码相比,性能损失不超过0.15 dB。
In order to solve the high complexity and high latency problem in current code-aided carrier synchronization scheme, a new code-aided carrier synchronization scheme which induces an early stopping mechanism is proposed. On the basis of the existing code-aided carrier synchronization structure, the proposed scheme makes decision of the loop signal to noise ratio (SNR) on the fly. The code-aided carrier synchronization will stop after the loop SNR exceeds a predetermined criterion with no performance degradation. With the improved phase estimation method, a carrier signal phase with phase noise can be estimated while the loop SNR also increases. Using 1/2 low density parity check (LDPC) code in simulation, the results show that the number of iteration in the proposed code-aided carrier synchronization decreases by about 50% when the bit error rate is 10-5; with phase noise signals, the performance degradation is less than 0.15 dB as compared with the ideal decoding performance.
[1] Gallager R G. Low density parity-check codes. IRE Transactions on Information Theory, 1962, 8(3): 208-220.
[2] Berrou C, Glavieux A, Thitimajshima P. Near Shannon limit error-correcting coding and decoding: turbo-codes. Proceedings of the IEEE International Conference on Communications. 1993: 1064-1070.
[3] Andrews K S, Divsalar D, Dolinar S, et al. The development of turbo and LDPC codes for deep-space applications. Proceedings of the IEEE, 2007, 95(11): 2142-2156.
[4] Zhou X W. Deep space communications. Beijing: National Defense Industry Press, 2009: 162-184. (in Chinese) 周贤伟. 深空通信. 北京: 国防工业出版社, 2009: 162-184.
[5] Noels N, Lottici V, Dejonghe A, et al. A theoretical framework for soft-information based synchronization in iterative (turbo) receivers. EURASIP Journal on Wireless Communications and Networking, 2005(2): 117-129.
[6] Colavolpe G, Barbieri A, Caire G. Algorithms for iterative decoding in the presence of strong phase noise. IEEE Journal on Selected Areas in Communications, 2005, 23(9): 1748-1757.
[7] Dauwels J, Loeliger H A. Phase estimation by message passing. Proceedings of the IEEE International Conference on Communications. 2004: 523-527.
[8] Howard S, Schlegel C. Differentially-encoded turbo coded modulation with APP channel estimation. Proceedings of the IEEE Global Telecommunications Conference. 2003: 1761-1765.
[9] Li M P,Zhou T X. Iterative phase synchronization algorithm based on modified costas loop for LDPC coded systems. Journal of Harbin Institute of Technology, 2007, 39(11): 1764-1766, 1821. (in Chinese) 李茂沛, 周廷显. 改进科斯塔斯环的LDPC 码相位同步算法. 哈尔滨工业大学学报, 2007, 39(11): 1764-1766, 1821.
[10] Bao J R, Zhan Y F, Lu J H. Iterative carrier recovery based on soft decision metrics of LDPC decoding. Journal of Electronics & Information Technology, 2009, 31(10): 2416-2420. (in Chinese) 包建荣, 詹亚锋, 陆建华. 基于LDPC译码软信息的迭代载波恢复.电子与信息学报, 2009, 31(10): 2416-2420.
[11] Xu C X, Chang Y Y, Zhai C H, et al. Early stopping scheme for iterative carrier synchronization of LDPC codes. Personal Indoor and Mobile Radio Communications. 2010: 274-277.
[12] Xu J H, Liu Z S, Zhang Z P. A code-aided carrier synchronization algorithm based on APPA. Journal of Electronics & Information Technology, 2009, 31(12): 2834-2837. (in Chinese) 徐俊辉, 刘朝生, 张忠培. 一种基于APPA的码辅助载波同步算法. 电子与信息学报, 2009, 31(12): 2834-2837.
[13] Simon M,Vilnrotter V A. Iterative information-reduced carrier synchronization using decision feedback for low SNR applications. TDA Progress Report. 1997: 42-130.
[14] Simon M, Tkacenko A. An iterative information reduced QPSK carrier synchronization scheme using decision feedback for low SNR applications. TDA Progress Report. 2006: 42-164.
[15] Vallés E L, Wesel R D, Villasenor J D, et al. Pilotless carrier phase-synchronization via LDPC code feedback. The 2010 Military Communications Conference. 2010: 2068-2073.
[16] Simon M, Vallés E L, Jones C, et al. Information-reduced carrier synchronization of BPSK and QPSK using soft decision feedback. Proceedings of the IEEE 44th Allerton Conference on Communications, Control and Computer, 2006.
[17] Chung S Y, Richardson T J, Urbanke R L. Analysis of sum-product decoding of low-density parity-check codes using a Gaussian approximation. IEEE Transactions on Information Theory, 2001, 47(2): 657-670.