DocumentCode
250072
Title
Modeling a multi-robot system with fractional-order differential equations
Author
Goodwine, Bill
Author_Institution
Fac. of Aerosp. & Mech. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
fYear
2014
fDate
May 31 2014-June 7 2014
Firstpage
1763
Lastpage
1768
Abstract
This paper shows that a fractional-order differential equation may be used to accurately model the dynamic relationship between the first and last generations in a fleet of coordinating robots, even when the individual robots and interconnections have the usual integer-order dynamics. Such a fractional-order model offers the possibility of general applicability, particularly in the case of heterogeneous fleets of robots. Such systems tend to be very high order, and therefore model reduction is useful in modeling, simulation and control. Results are presented for the system considered illustrating that the fractional-order model achieves significant computational savings compared to simulating the full system.
Keywords
differential equations; mobile robots; multi-robot systems; reduced order systems; robot dynamics; computational savings; coordinating robots; dynamic relationship; fractional-order differential equations; fractional-order model; heterogeneous fleets; integer-order dynamics; model reduction; multirobot system modeling; robot fleet; Aerodynamics; Approximation methods; Computational modeling; Equations; Robot kinematics; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location
Hong Kong
Type
conf
DOI
10.1109/ICRA.2014.6907089
Filename
6907089
Link To Document