基于擴展卡爾曼濾波的高頻譜效率光信號處理技術(shù)
[Abstract]:In recent years, the cooperative estimation technology of optical signal based on Kalman filter has put forward a perfect solution to the problems of link cost, processing delay and tuning parameter coupling in the digital signal processing of optical signal submodule. Therefore, it has become the research hotspot in this field. The optical signal cooperative estimation technique can degenerate multiple digital damage compensation structures into a single DSP structure to track and compensate at the same time. In this paper, we focus on the research of polarization demultiplexing, carrier phase recovery, frequency offset estimation, and evaluate and put forward a variety of cooperative estimation methods, combined with numerical simulation and experimental platform, etc. The performance of optical signal cooperative estimation based on Kalman filter is verified. In the research of polarization state and carrier phase cooperative estimation, this paper first proposes a blind and polarization state and phase cooperative estimation scheme for TDHQ signal (QPSK/16QAM mixed signal). The scheme is based on extended Kalman filter (EKF),) and can track both polarization and carrier phase simultaneously. In addition, there is no need to know the frame structure of the mixed signal. Therefore, the scheme can be carried out in a completely blind manner in the convergence and tracking stages. The dependence of system performance on mixed format parameters and environment variables is studied in this paper. The specific parameters and variables include power ratio (PR), frame length ratio (FR), phase noise residual frequency offset and polarization rotation rate. Secondly, the polarization state and phase cooperative estimation based on EKF is extended to high order QAM systems. By considering the influence of filter tuning parameters under various system / channel conditions (including laser linewidth, frequency offset and polarization rotation of fiber channel), the EKF performance of 16QAM and 64QAM is studied in detail. Based on the simulation results, a parameter configuration strategy under different system / channel conditions is proposed, and the dependence of EKF performance on modulation order is studied. In the technology of carrier phase and frequency offset cooperative estimation, this paper modifies and models the nonlinear effect based on EKF, carrier phase noise and frequency offset co-estimation technology published by Ankita Jain. The scheme is modified and applied to 112Gb/s PD-16QAM and PD-QPSK systems without considering the nonlinear effect. The maximum frequency offset and phase range of the cooperative estimation scheme can be tracked under two modulation formats by simulation, and the estimation accuracy of the scheme is discussed and evaluated. Based on the previous achievements, this paper proposes three cooperative estimation schemes based on EKF: polarization state, carrier phase and frequency offset. It can track polarization state, frequency offset and phase noise simultaneously in DP-QPSK and DP-16QAM modulation formats. The algorithm has the advantages of fast polarization state tracking, high tolerance to laser linewidth and frequency offset, and has been confirmed by numerical simulation and 112Gb/s PDM-QPSK coherent optical communication experimental system in typical system environment. Therefore, it is also expected to be used in dual-polarization high-order modulation scheme to track the fast time-varying laser frequency drift and polarization state in real time.
【學(xué)位授予單位】:哈爾濱工業(yè)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:TN929.1
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