
Randy Freeman
Department of Electrical Engineering and Computer Science
Northwestern University
Technological Institute, Room M396
2145 Sheridan Road
Evanston, IL 60208-3118
Randy Freeman joined Northwestern in 1996 after receiving his Ph.D.
in Electrical Engineering from the University of California at Santa
Barbara. He received the NSF CAREER Award in 1997. He has served as
Associate Editor of the IEEE Control Systems Society Conference Editorial
Board, has served on Program and Operating Committees for the IEEE
Conference on Decision and Control and the American Control Conference,
and has served as Associate Editor of the IEEE Transactions on Automatic
Control.
Current research interests:
- nonlinear control theory
- robust control, optimal control
- nonlinear system theory
- control and estimation for multi-agent systems
Recent journal publications:
- P. Yang, R.A. Freeman, G.J. Gordon, K.M. Lynch,
S.S. Srinivasa, and R. Sukthankar, "Decentralized
estimation and
control of graph connectivity for mobile sensor networks,"
Automatica, vol. 46,
no. 2. pp. 390–396, Feb. 2010.
- P. Yang, R.A. Freeman, and K.M. Lynch,
"Multi-agent coordination
by decentralized estimation and control," IEEE Trans.
Automat. Contr., vol. 53,
no. 11. pp. 2480–2496, Dec. 2008.
- K.M. Lynch, I.B. Schwartz, P. Yang, and
R.A. Freeman, "Decentralized environmental modeling
by mobile sensor networks," IEEE Trans. Robot.,
vol. 24, no. 3, pp. 710–724,
June 2008.
- A. Chen, G.-Q. Chen, and R.A. Freeman,
"Stability of nonlinear feedback systems: a new small-gain
theorem," SIAM J. Control Optim., vol. 46,
no. 6, pp. 1995–2012,
Nov. 2007.
- B.E. Miller, J.E. Colgate, and R.A. Freeman,
"On the role of dissipation in haptic systems,"
IEEE Trans. Robot., vol. 20, no. 4,
pp. 768–771, Aug. 2004.
- H. Ito and R.A. Freeman, "Uniting local and global
controllers for
uncertain nonlinear systems: beyond global inverse optimality,"
Sys. Control Letters, vol. 45, no. 1,
pp. 59–79, 2002.
- H. Ito and R.A. Freeman, "State-dependent scaling
design for a unified
approach to robust backstepping,"
Automatica, vol. 37,
pp. 843–855, 2001.
- B.E. Miller, J.E. Colgate, and R.A. Freeman,
"Guaranteed stability of
haptic systems with nonlinear virtual environments,"
IEEE Trans. Robot. Autom., vol. 16, no. 6,
pp. 712–719, Dec. 2000.
Recent conference publications:
- R.A. Freeman, T.R. Nelson, and K.M. Lynch,
"A complete characterization of a class of robust linear
average consensus protocols," Proceedings of the 2010
American Control Conference, Baltimore, Maryland,
pp. 3198–3203, June 2010.
- T.R. Nelson and R.A. Freeman, "Set-valued
estimation for mobile sensor networks,"
Proceedings of the 48th IEEE Conference on Decision and
Control, Shanghai, China, pp. 2681–2686,
Dec. 2009.
- T.R. Nelson and R.A. Freeman,
"Decentralized H∞ filtering
in a multi-agent system,"
Proceedings of the 2009 American Control
Conference, St. Louis, Missouri, pp. 5755–5760,
June 2009.
- P. Yang, R.A. Freeman, G.J. Gordon, K.M. Lynch,
S.S. Srinivasa, and R. Sukthankar, "Decentralized
estimation and
control of graph connectivity in mobile sensor networks,"
Proceedings of the 2008 American Control
Conference, Seattle, Washington, pp. 2678–2683,
June 2008.
- P. Yang, R.A. Freeman, and K.M. Lynch,
"A general stability
condition for multi-agent coordination by coupled estimation and
control," Proceedings of the 2007 American Control
Conference, New York, pp. 723–728, July 2007.
- P. Yang, R.A. Freeman, and K.M. Lynch,
"Distributed
cooperative active sensing using consensus filters,"
Proceedings of the IEEE Int. Conf. Robotics and Automation,
Rome, Italy, pp. 405–410, Apr. 2007.
- R.A. Freeman, P. Yang, and K.M. Lynch,
"Stability and convergence properties of dynamic average
consensus estimators," Proceedings of the
45th IEEE Conference on Decision and Control, San Diego,
California, pp. 398–403, Dec. 2006.
- R.A. Freeman, P. Yang, and K.M. Lynch,
"Distributed estimation and control of swarm formation
statistics," Proceedings of
the 2006 American Control Conference, Minneapolis, Minnesota,
pp. 749–755, June 2006.
- P. Yang, K.M. Lynch, and R.A. Freeman,
"Optimal information propagation in sensor networks,"
Proceedings of the 2006 IEEE International Conference on
Robotics and Automation, Orlando, Florida,
pp. 3122–3127, May 2006.
- A. Chen, G.-Q. Chen, and R.A. Freeman,
"Conditional gain is necessary
and sufficient for the robust stabilization of nonlinear systems,"
in Proceedings of the 43rd IEEE
Conference on Decision and Control, Paradise Island, Bahamas,
pp. 1347–1351, Dec. 2004.
- R.A. Freeman, "On the relationships between induced
l∞-gain and
various notions of dissipativity"
in Proceedings of the 43rd IEEE
Conference on Decision and Control, Paradise Island, Bahamas,
pp. 3430–3434, Dec. 2004.
- R.A. Freeman, "On the necessity of the small-gain theorem
in the performance analysis of nonlinear systems,"
in Proceedings of the 40th IEEE
Conference on Decision and Control, Orlando, Florida,
pp. 51–56, Dec. 2001.
- R.A. Freeman, "On the necessity of the small-gain theorem
for nonlinear systems without fading memory,"
in Proceedings of the 39th Annual Allerton Conference on
Communication, Control, and Computing, Monticello, Illinois,
pp. 1225–1233, Oct. 2001.
- B.E. Miller, J.E. Colgate, and R.A. Freeman,
"Environment delay in haptic
systems," in Proceedings of the 2000 IEEE International
Conference on Robotics and Automation, San Francisco, California,
pp. 2434–2439, 2000.
- B.E. Miller, J.E. Colgate, and R.A. Freeman,
"Framework for the design of
stable haptic systems," in Proceedings of the World Automation
Conference ISORA, Maui, Hawaii, 2000.
- V. Rawls and R.A. Freeman, "Comparison of receding
horizon control and an
adaptive approach to cost reduction using Lyapunov design in nonlinear
systems," in Proceedings of the 2000 American
Control Conference, Chicago, Illinois, pp. 265–269,
June 2000.
- V. Rawls and R.A. Freeman, "Adaptive minimum-cost
Lyapunov-descent
control of nonlinear systems," in Proceedings of the 2000
American Control Conference, Chicago, Illinois,
pp. 1649–1653, June 2000.