Alonzo Kelly's Publications
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Books
- Kelly, A, Introduction to Mobile
Robots: Mathematics, Models, and Methods.
Available in draft form at
https://www.andrew.cmu.edu/course/16-761/Documentation/. Available only
to those with a CMU andrew account.
Refereed Journal Articles - Published
- Kelly, A., et al., “Toward Reliable Off-Road Autonomous Vehicles Operating in Challenging Environments”, The International Journal of Robotics Research, Vol.
25, No. 5–6, pp. 449-483, June 2006..[.pdf]
- Diaz-Calderon, A., and Kelly, A., “On-line Stability
Margin and Attitude Estimation for Dynamic Articulating Mobile
Robots”, The International Journal of Robotics Research, Vol.
24, No. 10, 845-866 (2005).[.pdf]
- Kelly, A, "Linearized Error Propagation in Odometry",
International Journal of Robotics Research, Vol 23, No 2, Feb 2004, pp
179-218.[.pdf]
- Kelly, A., Nagy, B. "Reactive Nonholonomic Trajectory Generation
via Parametric Optimal Control", to appear International Journal of
Robotics Research", International Journal of Robotics Research, Vol
(No), 2002..[.pdf]
- Kelly, A., "Mobile Robot Localization from Large Scale
Appearance Mosaics", International Journal of Robotics Research, 19
(11), 2000..[.pdf]
- Kelly, A., Stentz, A., "Rough Terrain Autonomous Mobility - Part
1: A Theoretical Analysis of Requirements", Autonomous Robots, 5,
129-161, 1998.[.pdf]
- Kelly, A., Stentz, A. "Rough Terrain Autonomous Mobility - Part
2: An Active Vision, Predictive Control Approach ", Autonomous Robots,
5, 163-198, 1998.[.pdf
Refereed Journal Articles - Accepted
- Howard, T., Kelly, A., “Optimal Rough Terrain Trajectory Generation
for Wheeled Mobile Robots”, to appear The International Journal of Robotics
Research, Spring 2007.[.pdf]
Refereed Conference/Workshop Proceedings
- Howard, T., Kelly, A., “Continuous
Control Motion Splines for All Wheel Steer Mobile Robots”, International
Conference on Intelligent Robots and Systems (IROS) 2006, Beijing, China.[.pdf]
- [Knepper, R., Kelly, A., “High Performance
State Lattice Planning Using Heuristic
Look-Up Tables”, International
Conference on Intelligent Robots and Systems (IROS) 2006, Beijing, China.[.pdf]
- Howard, T.,
Kelly, A.,
“Constrained Optimization Path Following of Wheeled Robots in
Rough Terrain”, submitted to International Symposium on
Experimental Robotics (ISER 2006), Rio De
Janero, Brazil, Rio de Janeiro, Brazil, July 2006.[.pdf]
- Anderson, D., Herman H., Kelly, A., “Experimental
Characterization of Commercial Flash Ladar Devices”,
International Conference on Sensing Technologies”, November
21-23, 2005 Palmerston North, New Zealand[.pdf]
- Pitvoraiko, M., Kelly, A., “Efficient Constrained Path
Planning via Search in State Lattices”, 8th International
Symposium on Artificial Intelligence, Robotics and Automation I-SAIRAS,
September 5-9, 2005, Munich, Germany.[.pdf]
- Howard, T., and Kelly, A., “Terrain-Adpative Generation of
Optimal Continuous Trajectories for Mobile Robots”, 8th
International symposium on Artificial Intelligence, Robotics and
Automation I-SAIRAS, September 5-9, 2005, Munich, Germany.[.pdf]
- Pitvoraiko, M., Kelly, A., “Generating Near Minimal
Spanning Control Sets for Constrained Motion Planning in Discrete State
Spaces”, Proceedings IROS 2005, Edmonton Alberta, Canada, August
2005.[.pdf]
- Pitvoraiko, M., Kelly, A, “Constrained Motion Planning in
Discrete State Spaces.” Field and Service Robots, Ocober 2005,
Port Douglas, Australia.[.pdf]
- Howard, T., and Kelly, A., “Trajectory Generation on Rough
Terrain Considering Actuator Dynamics”, Field and Service Robots,
October, 2005, Port Douglas, Australia.[.pdf]
- Pitvoraiko, M., Kelly, A, and Rander R., “Efficient
Braking Model for Off-Road Mobile Robots.” Field and Service
Robots, Ocober 2005, Port Douglas, Australia.[.pdf]
- Kelly, A., “Fast and Easy Systematic and Stochastic Odometry Calibration”. IROS, Sendai Japan, September 2004.[.pdf]
- Kelly, A., et al., “Toward Reliable Off-Road Autonomous
Vehicle Operating in Challenging Environments”, International
Symposium on Experimental Robotics, June, 2004, Singapore.[.pdf]
- Kelly, A., “Precision Dilution in Triangulation-Based
Mobile Robot Position Estimation”, Intelligent Autonomous
Systems, Amsterdam, 2003.[.pdf]
- Kelly, A. Unnikrishnan, R., “Efficient Construction of
Optimal and Consistent Ladar Maps using Pose Network Topology and
Nonlinear Programming, 11th International Symposium of Robotics
Research (ISRR'2003), Sienna, Italy, November 2003.[.pdf]
- Stentz, T., Kelly, A., Herman, H., Rander, P., Mandelbaum R.,
“New Results for Integrated Air/Ground Vehicle System for
Semi-Autonomous Off-Road Navigation”, in Proceedings of
AUVSI’s Symposium on Unmanned Systems 2003, July, 2003
- Diaz, A., Kelly, A., “Development of a Terrain Adaptive Stability Prediction System for Mass
Articulating Mobile Robots
”, Field and Service Robots 2003, Tsukuba Japan, 2003.[.pdf]
- Kelly A., “Efficient Parametric Synthesis of Optimal
Mobile Robot Trajectories”, 11th International Conference on
Advanced Robotics, July 2002, Coimbra, Portugal.[.pdf]
- Unnikrishnan, R., Kelly, A., "A Constrained Optimization
Approach to Globally Consistent Mapping", International Conference on
Intelligent Robots and Systems (IROS 02), Lausanne, Switzerland, 2002.[.pdf]
- Kelly, A., "General Solution for Linearized Stochastic Error
Propagation in Vehicle Odometry", Proceedings of 15th IFAC World
Congress on Automatic Control, Barcelona, Spain, July 2002.[.pdf]
- Unnikrishnan, R., Kelly, A., "Mosaicing Large Cyclic
Environments for Visual Navigation in Autonomous Vehicles", in
Proceedings of International Conference on Robotics and Automation
(ICRA02), Washington, DC., May 2002.[.pdf]
- Kelly, A., "General Solution for Linearized Error Propagation in
Vehicle Odometry", Proceedings of 10th International Symposium of
Robotics Research (ISRR'2001), Lorne, Victoria, Australia, November 2001[.pdf]
- Kelly, A., "Model-Based Object Pose Refinement For Terrestrial
and Space Autonomy", 6th International Symposium on Artificial
Intelligence, Robotics and Automation in Space (ISAIRAS 01), Montreal,
Quebec, Canada June 18,2001.[.pdf]
- Kelly, A., "General Solution for Linearized Systematic Error
Propagation in Vehicle Odometry", International Conference on
Intelligent Robots and Systems (IROS 01), Maui, Hawaii, Nov 2001.[.pdf]
- Nagy, B., Kelly, A., "Trajectory Generation for Car-Like Robots
Using Cubic Curvature Polynomials", Field and Service Robots 2001 (FSR
01), Helsinki, Finland - June 11, 2001.[.pdf]
- Kelly, A., "Pose Tracking For Mobile Robot Localization From
Large Scale Appearance Mosaics", International Symposium on Robotics
and Automation (ISRA 00), Monterrey, N.L., Mexico - November 2000.[.pdf]
- Rowe, P., Kelly, A., "Map Construction for Mosaic-Based Vehicle
Position Estimation", International Conference on Intelligent
Autonomous Systems (IAS6), Venice, Italy, July 25, 2000.[.pdf]
- Kelly, A., "Contemporary Feasibility of Image Mosaic Based
Vehicle Position Est", in Proceedings of International Conference on
Robotics and Applications (IASTED99), Santa Barbara, CA - October
28-30, 1999.[.pdf]
- Kelly, A., Stentz, A. "Stereo Vision Enhancements for Low-Cost
Outdoor Autonomous Vehicles", in International Conference on Robotics
and Automation [Workshop WS-7, Navigation of Outdoor Autonomous
Vehicles ], (ICRA98), Leuven, Belgium, May 1998.[.pdf]
- Kelly, A., Stentz, A. "Minimum Throughput Adaptive Perception for High Speed Mobility", IROS 1997.[.pdf]
- Kelly, A., Stentz, A. "Computational Complexity of Terrain Mapping Perception in Autonomous Mobility", ICRA 1997.[.pdf]
- Kelly, A., Stentz, A. "Analysis of Requirements for High Speed
Rough Terrain Mobility: Part 1 - Throughput and Response", ICRA 1997.[.pdf]
- Kelly, A., Stentz, A. "Analysis of Requirements for High Speed
Rough Terrain Mobility: Part 2 - Resolution and Accuracy", ICRA 1997.[.pdf]
- Kelly, A., Stentz, A. "An Approach to Rough Terrain Autonomous
Mobility", International Conference on Mobile Planetary Robots, Santa
Monica, January 1997.[.pdf]
- Singh, S. and Kelly, A., Robot Planning in the Space of Feasible
Actions: Two Examples, In Proc. Int'l Conference on Robotics and
Automation, April 1996, Minneapolis.
- I. Davis, A. Kelly, A. Stentz, L. Matthies, "Terrain Typing for
Real Robots", IEEE Symposium on Intelligent Vehicles, Detroit, 1995.
- L. Matthies, A. Kelly, T. Litwin, G. Tharp, "Obstacle Detection
for Unmanned Ground Vehicles: A Progress Report", 7th International
Symposium on Robotics Research, October 21-24, 1995, Munich, Germany.
- Motazed, B., Patukas, D., Kelly, A., Pomerleau, D., Jochem, T.,
"Demonstration of an Autonomous Convoying Concept", Proceedings of the
Fifth Annual Meeting of IVHS America, March 15-17, 1995, Washington,
DC.
- Brumitt B., Coulter R., Kelly A., Stentz A., " A System for
Autonomous Cross Country Navigation", IFAC Symposium on Intelligent
Components and Instruments for Control Applications, May 20-22, Malaga,
Spain, 1992.
- Kelly, A., Stentz, A., Hebert M., "Terrain Map Building for Fast
Navigation on Rugged Outdoor Terrain", proceedings of SPIE Mobile
Robots VII, Boston, MA, 1992.
- Stentz, A., Brumitt, B.L., Coulter, R.C., Kelly, A. J. "An
Autonomous System for Cross Country Navigation" proceedings of SPIE
Mobile Robots VII, Boston, MA, 1992.
Un-Refereed Conference/Workshop Proceedings
- Kelly, A., ICRA 06, “Vehicle
Modelling and Precision Motion Generation in Complex Environments", workshop
on “Sensor-Based Motion for Complex
Robots in Complex Environments”, Orlando, Florida,
May 2006
- Kelly, A., "General
Solution for Linearized Stochastic Error Propagation in Vehicle Odometry",
Proceedings of 15th IFAC World Congress on Automatic Control, Barcelona, Spain,
July 2002.
- Kelly,
A., “Stereo Vision Enhancements for Low Cost Outdoor Autonomous Mobility”, Int'l
Conference on Robotics and Automation, Leuven, Belgium - May 1998.
CMU Tech Reports
- Optimal Sampling In
the Space of Paths [.pdf]
- Propagation of
Error in Vehicle Odometry[.pdf]
- Robot Localization from Appearance Mosaics[.pdf]
- Analysis of High Speed Autonomous Navigation[.pdf]
- A Feedforward Control Approach to High Speed Autonomous Navigation[.pdf]
- A State Space Navigation Kalman Filter[.pdf]
- Kinematic Transforms for Mobile Robots[.pdf]
- Modern Inertial and Satellite Navigation Systems[.pdf]
- Adaptive Perception for Autonomous Vehicles[.pdf]
- Concept Design of a Laser Rangefinder For Autonomous Vehicles[.pdf]
- An Intelligent Predictive Controller for Autonomous Vehicles[.pdf]
Thesis
-
Kelly, A., "An Intelligent Predictive Control Approach to the High Speed Cross Country Autonomous Navigation Problem"
[.pdf]
- Kelly, A., "A Kinematic and Dynamic Model for the IBM 7565 Robot", B.A. Sc. thesis, University of Toronto.
Last-Modified: Jan 2007
Alonzo Kelly
<alonzo@cmu.edu>