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 :
بازگشت