Title :
The discrete time Biquad State Space structure: Low latency with high numerical fidelity
Author :
Abramovitch, Daniel Y.
Author_Institution :
Mass Spectrometry Div., Agilent Technol., Santa Clara, CA, USA
Abstract :
State space models of highly flexible systems can present severe numerical issues. The models derived from physical principles often lack structure. Canonical form models, are compact, but obscure any physical structure and can have coefficients that are highly sensitive to model parameters. What is needed is a form that has the compact representation of the canonical forms, the physicality of the forms derived from physical equations, and maintain numerical accuracy and physical intuition, even after discretization. This paper presents a new state space form, the Biquad State Space (BSS), based on the multinotch structure [1], [2]. We will will show that the BSS captures the endearing characteristics of the multinotch while providing the flexibility of model based control. This paper will present the basic structure in discrete time form which most closely matches the multinotch. Forms not specific to minimum latency control, including a continous time version, will be discussed in [3].
Keywords :
continuous time systems; discrete time systems; state-space methods; BSS; biquad state space; canonical form models; compact canonical forms representation; continous time version; discrete time biquad state space structure; discrete time form; highly flexible systems; minimum latency control; multinotch structure; numerical fidelity; physical equations; physical intuition; physical principles; state space models; Aerospace electronics; Current measurement; Delays; Frequency response; Mathematical model; Numerical models; State feedback;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171161