Simulation Analysis On Anti-Submarine Combat Effectiveness Of Unmanned Surface Vehicle ABMS Based

Compared with ship-borne anti-submarine helicopters,unmanned surface vehicle have the characteristics of large range,no need for refueling,small size,and strong Forward deploymentCapability,while avoiding casualties and reducing operational costs.In this thesis,agent-based modeling and simulation method is used to analyze the simulation of the anti-submarine warfare of the unmanned surface ship,which provides suggestions for the application and development of the unmanned surface ship in the anti-submarine warfare in the future,and provides demonstration support for the development of the unmanned surface ship in the anti-submarine warfare weapon system.The main contents of this paper include the following aspects.(1)Process of effectiveness analysis of USV anti-submarine operations based on ABMSIn this thesis,the effectiveness analysis process of USV anti-submarine operations are established based on ABMS.Introduce the background of the problem and determine the agent types in scenario based on certain entity classification standards.According to the problem scenario,determine the battlefield environment object,including the battlefield location,the initial location of the agent,and the activity area of the agent.Give the detection relationship and communication relationship between agents in scenario.Determine the experimental influencing factors and USV anti-submarine combat effectiveness index.Describe agent behavior.The methods of system effectiveness calculation and result analysis are given.At last,the hypothesis and simplification of the model are given.(2)Establishing coastal escort anti-submarine warfareIn this thesis,the warship formation coastal escort anti-submarine as the operational background,establish a number of operational scenarios,operational entities covering frigate,USV,anti-submarine helicopter,submarine,high value units.(3)Design of USV Anti-submarine Warfare Model Based on ABMSThe object,entity and agent types in the USV escort anti-submarine warfare effectiveness analysis are determined based on the Agent model design process.The relations of detection,communication and engagement among agents are determined.According to scenario design,determine the operational behavior of combat agent.(4)Simulation experiment analysisThe model framework is established with the support of the system performance analysis simulation platform to determine different experimental parameters.Using the nearly orthogonal Latin hypercube experimental design method,a large number of experimental results were obtained through Monte Carlo simulation experiments,Two efficiency indexes of submarine search probability and submarine search time are established to compare the operational effectiveness of USV and traditional anti-submarine warfare platforms,and analyze USV and The combat effectiveness of traditional combat platforms in synergy with anti-submarine.We found that the anti-submarine helicopter can be replaced by USV equipped with the same kind and capability sensors in the anti-submarine formation.The experimental results show that the range of sonar has the greatest impact on the efficiency and time of searching.