Packet Reception Data for Single-hop Wireless Multicasting

This data-set consist of cleaned raw data for packet reception status for the case of single-hop wireless multicasting, and summary of the analysis of various clustering algorithms. The set up of our experiment is that we have a single transmitter multicasting packets to multiple receivers over a single-hop. By first collecting packet reception status (NACK/ ACK) of the transmitted packets from all receivers, we then apply machine learning algorithms to estimate which packet has not been received by a receiver. This serves towards minimizing the transmission of NACK/ ACK, and hence improves the reliability and throughput of the wireless network. Documentation of the data set is also provided in the file titled "Guide.docx".本数据集包含单跳无线组播场景下经清洗处理的数据包接收状态原始数据，以及多种聚类算法的分析总结结果。本实验的部署方案为：单台发射机通过单跳链路向多台接收机组播数据包。首先采集所有接收机针对已传输数据包的接收状态（NACK/ACK，即否定确认/确认应答），随后应用机器学习算法预测接收机未成功接收的数据包。该方案旨在降低NACK/ACK的传输量，进而提升无线网络的可靠性与吞吐量。本数据集的说明文档已在名为"Guide.docx"的文件中提供。