Title :
Global connectivity control for spatially interacting multi-robot systems with unicycle kinematics
Author :
Williams, Ryan K. ; Gasparri, Andrea ; Sukhatme, Gaurav S. ; Ulivi, Giovanni
Author_Institution :
Depts. of Electr. Eng. & Comput. Sci., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In this paper, we consider the problem of connectivity maintenance in multi-robot systems with unicycle kinematics. While previous work has approached this problem through local control techniques, we propose a solution which achieves global connectivity maintenance under nonholonomic constraints. In addition, our formulation only requires intermittent estimation of algebraic connectivity, and accommodates discontinuous spatial interactions among robots. Specifically, we extend a decision-based link maintenance framework to unicycle kinematics and discontinuous potential-based interaction, by exploiting techniques from nonsmooth analysis. Then, we couple this extension with an existing connectivity estimation technique which yields an estimate with tunable precision in finite time, achieving our result. To illustrate the correctness of our methods, we provide a brief simulation result that closes the paper.
Keywords :
algebra; multi-robot systems; robot dynamics; algebraic connectivity; decision-based link maintenance framework; discontinuous potential-based interaction; discontinuous spatial interactions; finite time; global connectivity control; global connectivity maintenance; intermittent estimation; local control techniques; nonholonomic constraints; nonsmooth analysis; spatially interacting multirobot systems; unicycle kinematics; Eigenvalues and eigenfunctions; Estimation; Maintenance engineering; Multi-robot systems; Robot sensing systems; Switches;
Conference_Titel :
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location :
Seattle, WA
DOI :
10.1109/ICRA.2015.7139352