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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
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CPS: Small: MPSoC based Control and Scheduling Co-design for Battery Powered Cyber-Physical Systems
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Submitted by fuminz on Thu, 04/07/2011 - 6:24pm
Project Details
Lead PI:
Fumin Zhang
Co-PI(s):
Marilyn Wolf
Performance Period:
09/01/09
-
08/31/13
Institution(s):
GA Tech Research Corporation - GA Institute of Technology
Sponsor(s):
National Science Foundation
Award Number:
0931576
2014 Reads. Placed 136 out of 804 NSF CPS Projects based on total reads on all related artifacts.
Abstract:
The objective of this research is to develop new scientific and engineering principles, algorithms and models for the design of battery powered cyber-physical systems whose computational substrates include high-performance multiprocessor systems-on-chip. The approach is to design control tasks that guarantee performance and meet criteria for battery operation time. Task schedulers are co-designed to balance the computing load across the multiple processors, and to control the physical plant together with the control tasks. The controller and scheduler will be integrated with battery management algorithms through a systems theory approach so that the methods are provably correct with justfiable performance. Intellectual Merit: The program will create progress in digital and hybrid control theory that keeps up with the recent trend of using multiprocessor systems-on-chips for control and robotic applications. The mechanism for the migration of control tasks between multiple processors will respect physical and thermal performance. A novel battery dynamic discharge model is developed, which may be applied to context when the discharge current of batteries cannot be predicted by existing static battery models. Broader Impacts: Collaborations with industrial partners have been set up. The program offers multidisciplinary training in cyber-physical systems. A teaching and outreach lab is in place to host K-12 student teams that participate in robot competitions, and has become an Explorer Post for Boy Scout of America.
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