The Army has developed a breadth of Modeling and Simulation (M&S) capabilities representing platforms such as
fixed and rotary-winged aircraft, tracked and wheeled vehicles, and weapons systems for various uses and of various
fidelities. The Army has represented humans – soldiers, civilians, and threats – in its M&S as well. These
representations provide physical model characteristics for mobility, delivery accuracy, lethality, and sensing, as well
as behavioral representation to support tactical movement, clearing a building, obtaining Human Intelligence
(HUMINT), and treating simulated wounded. These models rarely represent the soldier as a complex system,
representing factors such as stress, human physiology, leadership, unit cohesion, and morale, to name a few. Instead,
the actions of the simulated soldier are often based on a deterministic model of human behavior. When
nondeterministic representations are used, they are often stochastic where random numbers provide variability
across iterations, but the variability comes from the random number seed, not from the model. This provides
unsatisfactory simulation results for those stakeholders interested in analyzing the effects of the soldier
representation, as the simulated soldiers appear robotic or even superhuman. This paper describes the Distributed
Soldier Representation (DSR) research and development effort that has been underway at the Army Research
Laboratory, Human Research and Engineering Directorate, Simulation and Training Technology Center (ARL
HRED STTC) for the past two years. In this paper, we describe our research that has identified eleven areas of
interest for improving soldier representation. We further describe the development of an innovative Service Oriented
Architecture (SOA) that provides a modern web services-based approach to integrate disparate models to address
these identified representation gaps. We describe the challenges and benefits achieved by taking a web-services
approach, as well as the lessons learned from the web-services integration of the Effects of Stress with One Semi-
Automated Forces (OneSAF). Finally, we discuss ongoing development work.
Distributed Soldier Representation: Improving M&S Representation of the Soldier
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