Intelligent Collision Detection With Dynamic Obstacles in 2D and 3D Space Based on Human Behavior

被引:0
作者
Babovic, Elmir [1 ]
Radosav, Dragica [1 ,2 ]
Music, Denis [1 ,2 ]
Azemovic, Jasmin [1 ,2 ]
机构
[1] Dzemal Bijedic Univ, Fac Informat Technol, Mostar, Bosnia & Herceg
[2] Inst Mihajlo Pupin, Belgrade, Serbia
来源
2018 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2018) | 2018年
关键词
metamorphous hyperspace; collaborative dynamic path prediction; relevant predicted collision time; coefficient of agility; sampling frequency;
D O I
10.1109/ICISCE.2018.00171
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this research is to finalize implementation of new method and algorithm of Collaborative and Non-Collaborative Dynamic Path Prediction for Mobile objects Collision Detection with Dynamic Obstacles in 2D and 3D Space. The method is based human behavior in collision detection with vehicles in real-life natural environment. Advantages of proposed method are full decentralization of the system, minimizing network traffic and simplifying inclusion of additional agents in the system. The proposed method is inspired by nature and implemented in mobile robotics. The method decreases uncertainty and increases predictability in collision detection with dynamic obstacles. Method allows implementation of fully functional algorithm which is tested in experimental environment and shows excellent results both in collaborative mode using exchange of coordinates as well as non-collaborative mode using OpenCV library for computer imaging and mobile objects tracking. The proposed algorithm is named Sliding Holt algorithm. This research paper should be considered as a part of series of research papers published earlier.
引用
收藏
页码:806 / 810
页数:5
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