Convexification of the range-only station keeping problem

Using concepts from switched adaptive control theory plus a special parameterization of the class of 2 times 2 nonsingular matrices, a tractable and provably correct solution is given to the three landmark station keeping problem in the plane in which range measurements are the only sensed signals upon which station keeping is to be based. The performance of the overall system degrades gracefully in the face of increasing measurement and miss-alignment errors, provided the measurement errors are not too large.

[1]  Bruce A. MacDonald,et al.  An evaluation of the sequential Monte Carlo technique for simultaneous localisation and map-building , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[2]  Hugh F. Durrant-Whyte,et al.  Simultaneous map building and localization for an autonomous mobile robot , 1991, Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.

[3]  A.H. Sayed,et al.  Network-based wireless location: challenges faced in developing techniques for accurate wireless location information , 2005, IEEE Signal Processing Magazine.

[4]  Wolfram Burgard,et al.  A Probabilistic Approach to Concurrent Mapping and Localization for Mobile Robots , 1998, Auton. Robots.

[5]  A. S. Morse Cyclic Switching and Supervisory Control , 1995 .

[6]  A. S. Morse Analysis of a Supervised SetPoint Control Containing a Compact Continuum of Finite-Dimensional Linear Controllers ∗ , 2004 .

[7]  Peter C. Cheeseman,et al.  Estimating uncertain spatial relationships in robotics , 1986, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[8]  John J. Leonard,et al.  Adaptive Mobile Robot Navigation and Mapping , 1999, Int. J. Robotics Res..

[9]  Stefan B. Williams,et al.  Towards multi-vehicle simultaneous localisation and mapping , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[10]  Hugh F. Durrant-Whyte,et al.  An Experimental and Theoretical Investigation into Simultaneous Localisation and Map Building , 1999, ISER.

[11]  Wolfram Burgard,et al.  Monte Carlo Localization: Efficient Position Estimation for Mobile Robots , 1999, AAAI/IAAI.

[12]  Paul Newman,et al.  On the Structure and Solution of the Simultaneous Localisation and Map Building Problem , 1999 .

[13]  Vijay Kumar,et al.  Extensive Representations and Algorithms for Nonlinear Filtering and Estimation , 2006, WAFR.

[14]  Vijay Kumar,et al.  Control for Localization of Targets using Range-only Sensors , 2009, Int. J. Robotics Res..

[15]  A. S. MorseCenter Certainty Equivalence Implies Detectability , 1998 .

[16]  A. Morse,et al.  A cyclic switching strategy for parameter-adaptive control , 1994, IEEE Trans. Autom. Control..

[17]  A. Morse A gain matrix decomposition and some of its applications , 1993 .

[18]  S. Dasgupta,et al.  Adaptive Source Localization by Mobile Agents , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[19]  M. Cao,et al.  Station Keeping in the Plane with Range-Only Measurements , 2007, 2007 American Control Conference.

[20]  Ali H. Sayed,et al.  Network-based wireless location , 2005 .

[21]  Brian D. O. Anderson,et al.  A continuous time linear adaptive source localization algorithm, robust to persistent drift , 2009, Syst. Control. Lett..

[22]  Leopoldo Armesto,et al.  SLAM based on Kalman filter for multi-rate fusion of laser and encoder measurements , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[23]  M. Cao,et al.  Maintaining an autonomous agent's position in a moving formation with range-only measurements , 2007, 2007 European Control Conference (ECC).