A Robot Architecture for Outdoor Competitions

被引:9
作者
de Oliveira, Rodrigo W. S. M. [1 ]
Bauchspiess, Ricardo [1 ]
Porto, Leticia H. S. [1 ]
de Brito, Camila G. [1 ]
Figueredo, Luis F. C. [1 ]
Borges, Geovany A. [1 ]
Ramos, Guilherme N. [1 ]
机构
[1] Univ Brasilia, BR-70910900 Brasilia, DF, Brazil
关键词
System architecture; Autonomous robot; Robotics competition; Kalman filters; MRAC; Tracking; MOBILE; NAVIGATION; FUSION; SYSTEM;
D O I
10.1007/s10846-019-01140-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Autonomous navigation in unstructured environments is a common topic of research, being motivated by robotic competitions and involving several sets of skills. We present a modular architecture to integrate different components for path planning and navigation of an autonomous mobile robot. This architecture was developed in order to participate in the RoboMagellan competition hosted by RoboGames. It is divided in the organizational, functional and executive levels in order to secure that the developed system has programmability, autonomy, adaptability and extensibility. Global and local localization strategies use unscented and extended Kalman filters (UKF and EKF) to fuse data from a Global Positioning System (GPS) receiver, inertial measurement unit (IMU), odometry and camera. Movement is controlled by a model reference adaptive controller (MRAC) and a proportional controller. To avoid obstacles a deformable virtual zone (DVZ) approach is used. The architecture was tested in simulated environments and with a real robot, providing a very flexible approach to testing different configurations.
引用
收藏
页码:629 / 646
页数:18
相关论文
共 45 条
[1]   An architecture for autonomy [J].
Alami, R ;
Chatila, R ;
Fleury, S ;
Ghallab, M ;
Ingrand, F .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1998, 17 (04) :315-337
[2]   Coordinate-invariant rigid-body interpolation on a parametric C1 dual quaternion curve [J].
Allmendinger, Felix ;
Eddine, Sami Charaf ;
Corves, Burkhard .
MECHANISM AND MACHINE THEORY, 2018, 121 :731-744
[3]  
[Anonymous], COMPUTER VISION GRAP
[4]  
[Anonymous], 1998, Tech. rep
[5]  
[Anonymous], 1998, Decentralized estimation and control for multisensor systems
[6]  
Atsuzawa K., 2019, IEEJ INT WORKSH SENS
[7]   Odin: Team VictorTango's entry in the DARPA Urban Challenge [J].
Bacha, Andrew ;
Bauman, Cheryl ;
Faruque, Ruel ;
Fleming, Michael ;
Terwelp, Chris ;
Reinholtz, Charles ;
Hong, Dennis ;
Wicks, Al ;
Alberi, Thomas ;
Anderson, David ;
Cacciola, Stephen ;
Currier, Patrick ;
Dalton, Aaron ;
Farmer, Jesse ;
Hurdus, Jesse ;
Kimmel, Shawn ;
King, Peter ;
Taylor, Andrew ;
Van Covern, David ;
Webster, Mike .
JOURNAL OF FIELD ROBOTICS, 2008, 25 (08) :467-492
[8]   Reactive control architecture for mobile robot autonomous navigation [J].
Baklouti, Emna ;
Ben Amor, Nader ;
Jallouli, Mohamed .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2017, 89 :9-14
[9]   THE EFFECT OF THE COMMON PROCESS NOISE ON THE 2-SENSOR FUSED-TRACK COVARIANCE [J].
BARSHALOM, Y ;
CAMPO, L .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1986, 22 (06) :803-805
[10]   INERTIAL NAVIGATION SYSTEMS FOR MOBILE ROBOTS [J].
BARSHAN, B ;
DURRANTWHYTE, HF .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1995, 11 (03) :328-342