A multiresolution simulation system and simulation development processes

Abstract

Defense modeling and simulation often should run multiple simulation models together to share information on their combat entity states and battlefields and to interact with each other. However, most simulation models were developed by various parties with different purposes, modeling views, and model resolutions. Therefore, it has been challenging to identify differences between the models, transform one’s information for the other models, and manage interoperation between the models. There have been numerous works on multiresolution modeling (MRM) and simulation. However, we yet should have more systematic and integrated methods for designing, managing, and executing the interoperation processes of different simulation models. In this paper, we propose an integrated multiresolution simulation system for designing, developing, simulating, and managing multiple simulation models with different modeling views and resolutions. We propose an architecture, component functions, and processes, including model resolution conversion and management processes, and their Unified Modeling Language models. We also extend the Distributed Simulation Engineering and Execution Processes standard to incorporate MRM design and development processes. Finally, we present a case of MRM design and development of war game models by using the proposed system.

Research on co-simulation of multi-resolution models based on HLA

“…Analyzing and describing objects from different resolutions is an effective means to solve this kind of problem. 2 Resolution is the detail with which a system (or attribute) is modeled, which can be from systems of systems modeling (i.e., lower resolution) to element modeling (i.e., higher resolution). Multi-resolution (MR) modeling means to build an integrated family of consistent models or a single model with different levels of resolution for a problem.…”