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Effects of Detail in Wireless Network Simulationby: John Heidemann, Nirupama Bulusu, Jeremy Elson, Chalermek Intanagonwiwat, Kun-Chan Lan, Ya Xu, Wei Ye, Deborah Estrin, Ramesh Govindan
In In Proceedings of the SCS Multiconference on Distributed Simulation (January 2001), pp. 3-11.
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AbstractExperience with wired networks has provides guidance about what level of detail is appropriate for simulation-based protocol studies. Wireless simulations raise many new questions about appropriate levels of detail in simulation models for radio propagation and energy consumption. This paper describes the trade-offs associated with adding detail to simulation models. We evaluate the effects of detail in five case studies of wireless simulations for protocol design. Ultimately the researcher must judge what level of detail is required for a given question, but we suggest two approaches to cope with varying levels of detail. When error is not correlated, networking algorithms that are robust to a range of errors are often stressed in similar ways by random error as by detailed models. We also suggest visualization techniques that can help pinpoint incorrect details and manage detail overload. Keywords: wireless network simulation; simulation validation, detail, accuracy; energy-aware ad...
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