Design of Police Tactical Training Simulation System Based on Big Data and Cloud Computing Technology
In order to improve the modeling accuracy and response efficiency of the police tactical training simulation system,and improve the tactical skill level of police officers,a police tactical training simulation design system based on big data and cloud compu-ting technology is proposed.the cloud computing technology is used to design the overall architecture of the system,construct the hi-erarchical model of the police tactical training simulation system,and determine the main responsibilities of each layer of the system during operation;According to the overall system architecture,it designs the information management module,main control module,judgment module,information collection module,and scenario control module,and completes the hardware design of the system;the fully convolutional twin networks and big data technology in software design are innovatively introduced to reconstruct similar block groups and optimize image quality;The Sketchup software is applied to process the basic vector maps,construct the training scene vector maps,and conduct the three-dimensional modeling of police tactics training scenes to achieve the simulation training of police tactics.The experimental results show that the image peak signal-to-noise ratio of the proposed method is 65.9 dB,with a structural similarity of 0.923.It has high image acquisition quality,3D modeling accuracy,and response efficiency of the system.It provides a reliable basis for the three-dimensional modeling of police tactical training scenarios and effectively optimizes the tactical training effec-tiveness of police officers.
big data technologycloud computing technologypolice tactical trainingsystem layered model3D modelingsys-tem design