光纤通信系统中的迭代BP-CNN译码器实验数据

该数据集为实验和仿真测试数据，测试方案为行业认可及领域专家论证方案。原始数据集由光功率计（EXPO）、实时示波器（Tektronic：72504D）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“An iterative BP-CNN decoder for optical fiber communication systems”This dataset includes experimental and simulation test data. The test protocol has been industry-recognized and validated by domain experts. The raw dataset was collected via measurements using industry-standard test instruments, including an optical power meter (EXPO) and a real-time oscilloscope (Tektronic 72504D). The acquired data was processed with corresponding communication algorithms and visualized into academic figures via Matlab and Python. This dataset supports the academic paper titled "An iterative BP-CNN decoder for optical fiber communication systems".

搜集汇总

背景与挑战

背景概述

该数据集包含光纤通信系统中迭代BP-CNN译码器的实验和仿真测试数据，由行业标准测试仪器仪表测试得到，并通过Matlab和PYTHON进行加工处理及图表绘制，支撑了相关论文的研究。数据集大小为4.4MB，包含14个文件，格式包括xlsx、mat、pdf和docx。