On the Jitter Sensitivity of an Adaptive Digital Controller: A Computational Simulation Study

International Journal of Engineering and Technology Innovation

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Field Value
 
Title On the Jitter Sensitivity of an Adaptive Digital Controller: A Computational Simulation Study
 
Creator Short, Michael
Abugchem, Fathi
 
Subject adaptive control
digital control
digital signal processing
timing jitter
 
Description In many real-time control applications, the ability to accurately track a reference trajectory with stable, pre-specified closed-loop dynamics is highly desirable. For fixed gain control systems, the detrimental impact of jitter on performance has been relatively well studied. However, research that quantifies the possible impact of jitter on the performance and relative stability of adaptive control schemes is comparatively much rarer. With technology advances now making real-time adaptive control a viable option for high-speed applications, this situation requires further investigation. In this paper, the jitter sensitivity of a digital parameter adaptive tracking control system is studied using precise software-in-the-loop computational simulations. The results obtained indicated that the adaptive controller was significantly susceptible to jitter. In particular, key metrics such as the phase margin, gain margin, settling time, overshoot and root mean square parameter and tracking errors were all significantly impacted following the introduction of 5% jitter in the controller. The obtained data are thought to be the first detailed results of this kind and present useful insights into the practical complexities when innovating adaptive real-time tracking control systems and indicate that specialized controller implementations that minimize jitter should be employed and that further analysis is warranted.
 
Publisher Taiwan Association of Engineering and Technology Innovation
 
Date 2019-09-10
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
 
Format application/pdf
 
Identifier http://ojs.imeti.org/index.php/IJETI/article/view/4054
 
Source International Journal of Engineering and Technology Innovation; Vol 9 No 4 (2019); 241-256
2226-809X
2223-5329
 
Language eng
 
Relation http://ojs.imeti.org/index.php/IJETI/article/view/4054/870
http://ojs.imeti.org/index.php/IJETI/article/view/4054/897
 
Rights Copyright (c) 2019 Michael Short, Fathi Abugchem
http://creativecommons.org/licenses/by-nc/4.0
 

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