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A Probabilistic Approach for Testing Feedback Controllers with Application to Congestion Control

José M. Maestre, Teresa Alvarez*, Teodoro Alamo, Anuar Salim del Río, and Amalia Luque
International Journal of Control, Automation, and Systems, vol. 10, no. 4, pp.835-840, 2012

Abstract : Prompted by an application in congestion control of computer networks, this paper presents a methodology to certify with a certain degree of confidence whether a given controller satisfies a pre-defined set of specifications. The methodology is applied to testing AQM controllers for efficiency in congestion control, by repeating detailed simulations under a variety of network configurations.

Keyword : Congestion control, controller test, PID, probabilistic analysis.

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