Contact Information *** Have left MIT ***
- Name: Yoshiaki Kuwata
- Phone: 818-354-4839
- Email: Yoshiaki[dot]Kuwata[at]jpl[dot]nasa[dot]gov
Education
- Ph.D., Aeronautics and Astronautics, MIT, February 2007
- S.M., Aeronautics and Astronautics, MIT, June 2003
- B.Eng., Aeronautics and Astronautics, the University of Tokyo, March 2001
Research Interests
- Motion Planning of an Autonomous Car
- Trajectory Optimization using Receding Horizon Control
- Robust Model Predictive Control
- Decentralized Cooperative Path Planning for Multiple UAVs
Thesis
Journal Publications
- Y. Kuwata and J. P. How,
"Cooperative Decentralized Robust Trajectory Optimization using Receding Horizon MILP"
In preparation for IEEE Transactions on Control Systems Technology,
2008.
-
J. Leonard, J. How, S. Teller, M. Berger, S. Campbell,
G. Fiore, L. Fletcher, E. Frazzoli, A. Huang,
S. Karaman, O. Koch, Y. Kuwata, D. Moore, E.
Olson, S. Peters, J. Teo, R. Truax, M. Walter, D.
Barrett, A. Epstein, K. Maheloni, K. Moyer, T. Jones,
R. Buckley, M. Antone, R. Galejs, S. Krishnamurthy,
J. Williams,
''
A Perception-Driven Autonomous Urban Vehicle,''
Journal of Field Robotics, vol. 25, no. 10, pp. 727 -
774, Oct. 2008.
-
L. Fletcher, S. Teller, E. Olson, D. Moore, Y.
Kuwata, J. How, J. Leonard, I. Miller, M.
Campbell, D. Huttenlocher, A. Nathan, F. R. Kline,
''
The MIT - Cornell Collision and Why it Happened,''
Journal of Field Robotics, vol. 25, no. 10, pp. 775 -
807, Oct. 2008.
- Y. Kuwata, A. Richards, T. Schouwenaars, and J. P. How,
"Distributed Robust Receding Horizon Control for Multi-vehicle Guidance"
IEEE Transactions on Control Systems Technology,
Vol.15, No.4, July 2007.
- E. King, Y. Kuwata, and J. P. How,
"Experimental Demonstration of Coordinated Control for Multi-vehicle Teams"
International Journal of Systems Science, Vol.37, No.6, May 2006.
Selected Conference Publications
- Y. Kuwata, G. A. Fiore, J. Teo, E.
Frazzoli, J. P. How,
''
Motion Planning for Urban Driving using RRT,''
Proceedings of the IEEE/RSJ International Conference
on Intelligent Robots and Systems, Nice, France, Sep.
2008, pp. 1681 - 1686.
- Y. Kuwata, J. Teo, S. Karaman, G. Fiore,
E. Frazzoli, J. P. How,
''
Motion Planning in Complex Environments using
Closed-loop Prediction ,'' Proceedings of the AIAA
Guidance, Navigation, and Control Conference and
Exhibit, Honolulu, HI, Aug. 2008, AIAA-2008-7166.
- Y. Kuwata, A. Richards, and J. P. How,
"Robust Receding Horizon Control using Generalized Constraint Tightening"
Proceedings of the IEEE American Control Conference, July 2007. pp.4482-4487
- Y. Kuwata and J. P. How,
"Robust Cooperative Decentralized Trajectory Optimization using Receding Horizon MILP"
Proceedings of the IEEE American Control Conference, July 2007. pp.522-527
- K. Kulligan, M. Valenti, Y. Kuwata, and J. P. How,
"Three-Dimensional Flight Experiments Using On-Line Mixed-Integer Linear Programming Trajectory Optimization"
Proceedings of the IEEE American Control Conference, July 2007. pp.5322-5327
- Y. Kuwata and J. P. How,
"Decentralized Cooperative Trajectory Optimization for UAVs with Coupling Constraints"
Proceedings of the IEEE Conference on Decision and Control, December 2006. pp.6820-6825
- Y. Kuwata, A. Richards, T. Schouwenaars, and J. P. How,
"Decentralized Robust Receding Horizon Control for Multi-vehicle Guidance"
Proceedings of the IEEE American Control Conference, June 2006. pp.2047-2052
- Y. Kuwata and J. P. How,
"Decentralized Cooperative Optimization for Systems Coupled through the Constraints"
presented at the sixth International Conference on Cooperative Control and Optimization, February 2006.
- Y. Kuwata, A. Richards, T. Schouwenaars, and J. P. How
"Robust Constrained Receding Horizon Control for Trajectory Planning"
Proceedings of the AIAA Guidance, Navigation, and Control Conference, August 2005. AIAA-2005-6079
- J. P. How, E. King, and Y. Kuwata,
"Flight Demonstrations of Cooperative Control for UAV Teams,"
Proceedingss of the AIAA 3rd Unmanned Unlimited Technical Conference, Workshop and Exhibit, September 2004. AIAA-2004-6490
- Y. Kuwata and J. P. How,
"Three Dimensional Receding Horizon Control for UAVs"
Proceedings of the AIAA Guidance, Navigation, and Control Conference August 2004. AIAA-2004-5144
- M. Valenti, T. Schouwenaars, Y. Kuwata, E. Feron, J. P. How, and J. Paunicka,
"Implementation of a Manned Vehicle - UAV Mission System,"
Proceedings of the AIAA Guidance, Navigation, and Control Conference, August 2004. AIAA-2004-5142
- Y. Kuwata and J. P. How,
"Stable Trajectory Design for Highly Constrained Environments using Receding Horizon Control"
Proceedings of the IEEE American Control Conference, June 2004. pp.902-907
- E. King, M. Alighanbari, Y. Kuwata, and J. P. How,
"Coordination and Control Experiments on a Multi-vehicle Testbed,"
Proceedings of the IEEE American Control Conference, June 2004, pp.5315-5320.
- Y. Kuwata and J. P. How,
"Decentralized Receding Horizon Control of Multiple UAVs"
presented at the Fourth Annual Conference on Cooperative Control and Optimization, December 2003. A book chapter in "Theory and Algorithms for Cooperative Systems".
- J. Bellingham, Y. Kuwata, and J. P. How,
"Stable Receding Horizon Trajectory Control for Complex Environments,"
Proceedings of the AIAA Guidance, Navigation, and Control Conference, August 2003. AIAA-2003-5635.
- A. Richards, Y. Kuwata, and J. P. How,
"Experimental Demonstrations of Real-time MILP Control,"
Proceedings of the AIAA Guidance, Navigation, and Control Conference, August 2003. AIAA-2003-5802.
- B. Mettler, M. Valenti, T. Schouwenaars, Y. Kuwata, J. P. How, J. Paunicka, and E. Feron,
"Autonomous UAV Guidance Build-Up: Flight-Test Demonstration and Evaluation Plan,"
Proceedings of the AIAA Guidance, Navigation, and Control Conference, August 2003. AIAA-2003-5744.
- M. Alighanbari, Y. Kuwata, and J. P. How,
"Coordination and Control of Multiple UAVs with Timing Constraints and Loitering,"
Proceedings of the IEEE American Control Conference, June 2003, pp.5311-5316.