DocumentCode :
112666
Title :
Coupled Cyber–Physical System Modeling and Coregulation of a CubeSat
Author :
Bradley, Justin M. ; Atkins, Ella M.
Author_Institution :
Aerosp. Dept., Univ. of Michigan, Ann Arbor, MI, USA
Volume :
31
Issue :
2
fYear :
2015
fDate :
Apr-15
Firstpage :
443
Lastpage :
456
Abstract :
We propose the application of state-space techniques to develop a novel coupled cyber-physical system (CPS) model and use feedback control to dynamically adjust CPS resource use and performance. We investigate the use of a gain scheduled discrete linear quadratic regulator controller and a forward-propagation Riccati-based controller to handle the discrete-time-varying system. We demonstrate the value of our approach by conducting a disturbance-rejection case study for a small satellite (CubeSat) application in which resources required for attitude control are adjusted in real-time to maximize availability for other computational tasks. We evaluate CPS performance through a set of metrics quantifying physical system error and control effort as well as cyber resource utilization and compare these with traditional fixed-rate optimal control strategies. Results indicate that our proposed coupled CPS model and controller can provide physical system performance similar to fixed-rate optimal control strategies but with less control effort and much less computational utilization.
Keywords :
Riccati equations; aerospace computing; aerospace robotics; artificial satellites; attitude control; control engineering computing; discrete time systems; feedback; linear quadratic control; mobile robots; state-space methods; telerobotics; time-varying systems; CubeSat coregulation; attitude control; computational utilization; control effort; coupled cyber-physical system modeling; cyber resource utilization; discrete-time-varying system; disturbance-rejection; dynamic CPS performance adjustment; dynamic CPS resource usage adjustment; feedback control; fixed-rate optimal control strategies; forward-propagation Riccati-based controller; gain scheduled discrete linear quadratic regulator controller; physical system error; physical system performance; small satellite application; state-space techniques; Attitude control; Digital control; Equations; Mathematical model; Real-time systems; Space vehicles; Coregulation; CubeSat; cyber–physical system (CPS); cyber???physical system (CPS); feedback; low earth orbit satellites; metrics; small satellite;
fLanguage :
English
Journal_Title :
Robotics, IEEE Transactions on
Publisher :
ieee
ISSN :
1552-3098
Type :
jour
DOI :
10.1109/TRO.2015.2409431
Filename :
7066947
Link To Document :
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