光网络中基于数字残差谱的自主泛化软故障检测

该数据集为实验测试数据，测试方案为行业认可及领域专家论证方案。原始数据集由相干接收机（Fujitsu富士通，型号：FTM24706/301）、数字信号示波器（Tektronix泰克，型号：MSO72004C）等行业标准测试仪器仪表测试得到。利用Matlab、PYTHON,采用对应的通信算法加工处理以及图表绘制。支撑论文“Autonomous and Generalized Soft Failure Detection based on Digital Residual Spectrum in Optical Networks”This dataset comprises experimental test data, with its test protocol validated by the industry and reviewed by domain experts. The raw dataset was collected using industry-standard test instruments including a coherent receiver (Fujitsu, model: FTM24706/301) and a digital signal oscilloscope (Tektronix, model: MSO72004C). Raw data processing and chart plotting were performed using Matlab and Python in conjunction with corresponding communication algorithms. This dataset supports the paper titled "Autonomous and Generalized Soft Failure Detection based on Digital Residual Spectrum in Optical Networks".

搜集汇总

背景与挑战

背景概述

该数据集为光网络中基于数字残差谱的自主泛化软故障检测实验测试数据，由北京邮电大学团队使用行业标准仪器仪表采集并利用Matlab和Python处理。数据包含33个文件，总计1.07MB，格式包括pdf、npy和py等，支撑相关学术论文的研究。