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A Quantized State Integrator With Second Order Errors Over Monotonic Segments...

by Rasika Mahawattege, James J Nutaro
Publication Type
Conference Paper
Book Title
2022 Annual Modeling and Simulation Conference (ANNSIM)
Publication Date
Page Numbers
428 to 436
Publisher Location
New Jersey, United States of America
Conference Name
2022 Annual Modeling and Simulation Conference (ANNSIM)
Conference Location
San Diego, California, United States of America
Conference Sponsor
The Society for Modeling and Simulation International
Conference Date
-

We introduce a novel quantized state integration method that is analogous to the explicit, second order Runge-Kutta technique. A feature of this method is that, for a single differential equation over an interval where the solution is monotonic, it exhibits an error proportional to the square of the integration quantum. We offer a theoretical proof of this behavior and demonstrate it with a numerical example. At the same time, an extension of the method to a system with input causes the errors to become proportional to the integration quantum. The latter observation fits established theory; the former appears to be a new result that might offer new insights into the construction of quantized state integration methods.