Research on Statistical Characteristics of High-speed Maglev System Wireless Channel Based on Big Data

The operational status of the high-speed Maglev trains is mainly managed by the ground control center. As there is no mechanical contact during operation, the ground control center communicates with the train wirelessly. The study of the characteristics of the dedicated wireless channels of the high-speed Maglev system is an important prerequisite for the safe and reliable operation of the Maglev train control system. Due to the variable external environment in which maglev trains operate, it is difficult to model and optimize the wireless channel purely from theory to meet the practical application requirements of maglev systems. Through theoretical and technical research on big data, the characteristic parameters affecting the wireless channels of maglev systems can be effectively mined from empirical data, providing an effective method for optimizing the wireless communication of maglev systems with reasonable solutions.