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Performance limitations of the servomechanism problem when the number of tracking/disturbance poles increases
Edward J. Davison and Simon Lam
Abstract
In this paper, we study the cheap control problem and determine what some of the inherent system limitations
are in achieving high performance for LTI systems. In particular, we observe that a fundamental difficulty in
designing a high performance controller for a system may occur, which is related to the infinite transmission
zero structure of the system. A continuous measure, called the Toughness Index, is introduced to characterize
such limitations. We then apply these results to the robust servomechanism problem (RSP), and show that the
Toughness Index of the RSP becomes worst as the number of tracking/disturbance poles to be tracked/regulated
increases. This implies that high performance control in the RSP cannot be obtained for a large number of
tracking/disturbance poles, even for minimum phase systems.