UP Paper 1019 US-M-XDOWN
Credibility and Validation of Simulation Models for Tactical IP Networks
Boltjes,BertTNO Information and Communication Technology
Thiele,FrankTNO Information and Communication Technology
Fernandez Diaz,IreneTNO Information and Communication Technology
The task of TNO is to provide predictions of the scalability and performance of the new all-IP tactical networks of the Royal Netherlands Army (RNLA) that are likely to be fielded. The inherent properties of fielded tactical networks, such as low bandwidth and Quality of Service (QoS) policies require models of the key tactical network devices that, under similar traffic conditions, accurately simulate the behavior of the devices they represent. TNO uses OPNET for modeling military communication networks. However, validation reports of the standard models of the key devices provided by OPNET, or experimental values to compare their behavior with the behavior of the devices they represent, could not be obtained from the device vendors or OPNET. Subsequently, TNO embarked on experiments to validated models of the key Cisco routers and switches. The first results from this ongoing study were presented at the OPNET user conference in 2002. These results, and the ones in here, reveal the validity of the standard models. The experiments provide effective values for basic model attributes such as packet forwarding speed, effective queue sizes, and QoS mechanisms. Experiments revealed that effective values can differ significantly from vendor specifications. Sometimes the attributes of the corresponding standard OPNET model could not be tuned to match its behavior sufficiently with the measured one. Modifications were implemented to improve the match when the effort was not too great. Some flaws were considered too fundamental for modification but the modeler is now at least aware of them. This paper reports new experiments, simulations and results in our effort to extend our suite of valid models for tactical equipment. To incite discussion and to place our work in perspective, this paper also gives a concise overview of related studies reported in the literature on the validity of models and credibility of simulation studies of communication networks.

Concise Biography of Dr. Bert Boltjes Nationality Born in the Netherlands Education Experimental Physics at the University of Amsterdam. Specialized in computational physics and simulation. Working experience in reversed order: From January ‘97 Senior Consultant in Network Simulations for TNO in the Netherlands Experienced in developing OPNET models and predicting the performance of networks for military and non-military environments. Experience with simulations of tactical datalinks, military radios, IP, ATM, Wireless and Ad Hoc networks and with a wide range of applications and access protocols (Battlefield Management System, Voice over IP, et cetera). Project leader of datalink simulations and coupling simulators with OPNET network models through HLA. &096;96 Software maintenance for Lucent Technologies. &096;93-&096;95 Research and implementation of image processing techniques for emission tomography at the Free University Hospital in Amsterdam. Development and improvement of applications for computer tomography. ‘88-‘93 Ph.D. research in Physical Chemistry at the University of Amsterdam: development and implementation of methods for quantum molecular dynamic simulations on supercomputers. Sidekick during Ph.D. research: research and development of algorithms for molecular dynamics simulations on massively parallel computers at the Argonne National Laboratories in Chicago, Illinois (USA). &096;86-&096;88 Master thesis in medical physics: research in human visual system analysis.