Award Abstract # 1544332
CPS: TTP Option: Synergy: Safe and Secure Open-Access Multi-Robot Systems

NSF Org: CNS
Division Of Computer and Network Systems
Recipient: GEORGIA TECH RESEARCH CORP
Initial Amendment Date: September 16, 2015
Latest Amendment Date: February 16, 2017
Award Number: 1544332
Award Instrument: Standard Grant
Program Manager: Radhakisan Baheti
CNS
 Division Of Computer and Network Systems
CSE
 Directorate for Computer and Information Science and Engineering
Start Date: October 1, 2015
End Date: September 30, 2019 (Estimated)
Total Intended Award Amount: $999,999.00
Total Awarded Amount to Date: $999,999.00
Funds Obligated to Date: FY 2015 = $999,999.00
History of Investigator:
  • Magnus Egerstedt (Principal Investigator)
    magnus@uci.edu
  • Eric Feron (Co-Principal Investigator)
  • Raheem Beyah (Co-Principal Investigator)
  • Aaron Ames (Co-Principal Investigator)
Recipient Sponsored Research Office: Georgia Tech Research Corporation
926 DALNEY ST NW
ATLANTA
GA  US  30318-6395
(404)894-4819
Sponsor Congressional District: 05
Primary Place of Performance: Georgia Institute of Technology
225 North Avenue, NW
Atlanta
GA  US  30332-0002
Primary Place of Performance
Congressional District:
05
Unique Entity Identifier (UEI): EMW9FC8J3HN4
Parent UEI: EMW9FC8J3HN4
NSF Program(s): CPS-Cyber-Physical Systems
Primary Program Source: 01001516DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 7918, 8235, 9102
Program Element Code(s): 791800
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.070

ABSTRACT

This proposal addresses the safety and security issues that arise when giving users remote-access to a multi-robot research test-bed, where mobile robots can coordinate their behaviors in a collaborative manner. Through a public interface, users are able to schedule, and subsequently upload, their own code and run their experiments, while being provided with the scientific data produced through the experiment. Such an open-access framework has the potential to significantly lowering the barriers to entry in robotics research and education, yet is inherently vulnerable from a safety and security point-of-view. This proposal aims at the development and definition of appropriate cyber-physical security notions, formal verification algorithms, and safety-critical, real-time control code for teams of mobile robots that will ultimately make such a system both useful and safe. On top of the research developments, this proposal contains a Transition to Practice component that will allow the system to become a highly usable, shared test-bed; one that can serve as a model for other open, remote-access test-beds.

Safety is of central importance to the successful realization of any remote-access test-bed and failure to enforce safety could result in injury in local operators and damaged equipment. To guarantee safe operation, while allowing users to test algorithms remotely, new science is required in the domain of safety-critical control. To address this need, the proposed work follows a three-pronged approach, namely (1) development and use of novel types of barrier certificates in the context of minimally invasive, optimization-based controllers with provable safety properties, (2) formal methods for verification of safety-critical control code for networked cyber-physical systems, and (3) novel methods for protecting against machine-to-machine cyber attacks. By bringing together ideas from multi-agent robotics, safety-critical control, formal verification, and cyber-security, this project will result in a unified and coherent approach to security in networked cyber-physical systems.

The potential impact of the resulting open-access multi-robot test-bed is significant along the research, education, and general outreach dimensions in that a future generation of roboticists at institutions across the country will have open and remote access to a world-class research facility, and educators at all levels will be able to run experiments on actual robots.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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(Showing: 1 - 10 of 40)
A. Ames, S. Coogan, M. Egerstedt, G. Notomista, K. Sreenath, and P. Tabuada "Control Barrier Functions: Theory and Applications" European Control Conference , 2019
A. D. Ames, X. Xu, J. Grizzle, and P. Tabuada "Control Barrier Function Based Quadratic Programs for Safety-Critical Systems" IEEE Transactions on Automatic Control, Vol. 62, No 8, pp. 3861 ? 3876, 2017. , 2017
Celine Irvene, David Formby, Samuel Litchfield, Raheem Beyah "Honeybot: A Honeypot for Robotic Systems" Proceedings of the IEEE , 2018
C. Irvene and R. Beyah "HoneyBot: A Honeypot for Robotic Systems" Proceedings of the IEEE , v.106 , 2018 , p.61
C. Irvene and R. Beyah "On Evaluating the Effectiveness of the HoneyBot: A Case Study" CPS-SPC , 2018
D. Pickem, P. Glotfelter, L. Wang, M. Mote, A. Ames, E. Feron, and M. Egerstedt "The Robotarium: A Remotely Accessible Swarm Robotics Research Testbed" IEEE International Conference on Robotics and Automation, Singapore, May 2017. , 2017
Gurriet, Thomas and Mote, Mark and Singletary, Andrew and Nilsson, Petter and Feron, Eric and Ames, Aaron D. "A Scalable Safety Critical Control Framework for Nonlinear Systems" IEEE Access , v.8 , 2020 https://doi.org/10.1109/ACCESS.2020.3025248 Citation Details
Konda, Rohit and Ames, Aaron D. and Coogan, Samuel "Characterizing Safety: Minimal Control Barrier Functions From Scalar Comparison Systems" IEEE Control Systems Letters , v.5 , 2021 https://doi.org/10.1109/LCSYS.2020.3003887 Citation Details
L. Wang, A. Ames, and M. Egerstedt "Safe Certificate-Based Maneuvers for Teams of Quadrotors Using Differential Flatness" IEEE International Conference on Robotics and Automation , 2017
L. Wang, A. Ames, and M. Egerstedt "Safe, Certificate-Based Maneuvers for Teams of Quadrotors Using Differential Flatness" IEEE International Conference on Robotics and Automation, Singapore, May 2017. , 2017
L. Wang, A. Ames, and M. Egerstedt "Safety Barrier Certificates for Collisions-Free Multi-robot Systems" IEEE Transactions on Robotics , v.33 , 2017 , p.661
(Showing: 1 - 10 of 40)

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

The Robotarium is an open, remotely accessible multi-robot test bed that allows researchers and educators from all over the world to run robotics experiments without having to incur the prohibitive costs associated with setting up and maintaining the actual research facility. But, there are a number of safety and security questions associated with giving remote users access to a physical research testbed, which is the primary focus of this project.

 In particular, this project investigates the safety and security issues that arise when giving users remote-access to the Robotarium, where mobile robots can coordinate their behaviors in a collaborative manner. Through a public interface, users are able to schedule, and subsequently upload, their own code and run their experiments, while being provided with the scientific data produced through the experiment.  This open-access instrumentation facility has lowered the barriers to entry in robotics research and education, yet it is inherently vulnerable from a safety and security point-of-view. 

The key findings in this project include the development and definition of appropriate cyber-physical security notions, formal verification algorithms for ensuring that the uploaded code is not harmful to the physical infrastructure behind the Robotarium, and safety-critical, real-time control code for teams of mobile robots. Technically speaking, a three-pronged approach is purposed, namely (1) the development and use of novel types of safety certificates that adjust the uploaded control code as little as possible while, at the same time, ensure that no robot collisions can occur, (2) formal methods for upfront verification of safety-critical control code for networked cyber-physical systems, and (3) novel methods for protecting against machine-to-machine cyber attacks.  By bringing together ideas from multi-agent robotics, safety-critical control, formal verification, and cyber-security, this project rdelivers a unified and coherent approach to security in networked cyber-physical systems.

 Enabled by the work in this project, the Robotarium has, to-date, facilitated research and educational efforts not only in robotics, but also in control theory, the study of biological systems, such as social insects, and network theory.

 

 


Last Modified: 12/16/2019
Modified by: Magnus B Egerstedt

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