红外与激光工程, 2015, 44 (3): 1028, 网络出版: 2016-01-26
基于APD接收机的LDPC精确译码算法
Accurate decoding arithmetic of LDPC based on APD receivers
自由空间光通信(FSO) 雪崩光电二极管(APD) 低密度奇偶校验(LDPC)码 多进制脉冲位置调制(M-PPM) free space optical communication(FSO) avalanche photo diode(APD) low density parity check(LDPC) codes multilevel-pulse position modulation(M-PPM)
摘要
从研究APD光电检测接收机被检测光场的量子统计模型出发,构造了一种适用于强度调制/直接检测的自由空间光通信系统中LDPC译码的精确实现方法。该方法在APD接收机输出统计模型(Webb-Gaussian模型)的基础上,推导了M-PPM的LDPC译码算法中初始似然比值的精确计算方法,并给出了详细的译码过程。理论分析和仿真结果表明,与目前普遍采用的APD近似非对称Gaussian统计模型下的译码性能相比较,在相同的信道条件下,该方法可以获得大约1~2 dB的性能增益。这为进一步提高自由空间光通信系统的性能提供了一定的理论依据。
Abstract
Proceed from the detected optical field′s quantum statistics model of the Avalanche Photo Diode (APD) photoelectric detection receivers, an accurate realize method of Intensity-Modulation/Direct-Detection (IM/DD) Free Space Optical Communication (FSOC) fit Low Density Parity Check(LDPC)Codes decoding algorithm was investigated. This scheme, which was based on APD receivers′ output statistical model(Webb-Gaussian Model), derivated the accurate calculating method of the original value of the likelihood ratio in LDPC decoding arithmetic over M-PPM demodulation. A detailed decoding process was given at the same time. By taking theoretical analysis and simulations, a result has been proved that:comparing with the most frequent used asymmetric Gaussian approximation model of APD receivers, the scheme introduced in this paper could get a gain of 1-2 dB in the decoding performance while in the same SNR. This gives the theoretical support in order to improve the performance of FSOC system further more.
马春波, 夏宝会, 敖珺, 康家郡. 基于APD接收机的LDPC精确译码算法[J]. 红外与激光工程, 2015, 44(3): 1028. Ma Chunbo, Xia Baohui, Ao Jun, Kang Jiajun. Accurate decoding arithmetic of LDPC based on APD receivers[J]. Infrared and Laser Engineering, 2015, 44(3): 1028.