Robot Operating System 기반 고속 자율주행 모바일 로봇의 개선된 벽면추종 주행방식 = Improved Wall-following Driving for Robot Operating System-based High-speed Autonomous Mobile Robot

다국어 초록 (Multilingual Abstract)

This study demonstrates an -based high-speed autonomous mobile robot using an improved wall-following driving algorithm. The right triangular method is a popular wall-following technique. However, it cannot provide a sufficiently fast response for the abrupt change in wall direction at a corner, resulting in crashes. Therefore, a mixed-mode method is proposed by using the triangle bisection method at a corner to achieve high-speed cornering. The autonomous robot detects a corner using a corner recognition algorithm. The implemented robot employs ROS for system operations and LIDAR sensor to scan wall faces. The maximum measured speed around corners is 2.8 m/s (10.1 km/h), which is 75% higher than that of the triangular method. The robot passes through a right angle corner without crashing at a maximum speed of 1.8 m/s (6.5 km/h). The implemented robot platform and algorithm can be applied and expanded for the development of high-speed autonomous mobile robots.

참고문헌 (Reference)

1 Van Turennout, P., "Wall-following Control of a Mobile Robot, Robotics and Automation" 280-285, 1992

2 Imhof, A., "Wall following for Autonomous Robot Navigation, Applied Robotics for the Power Industry(CARPI)" 1-4, 2012

3 Yata, T., "Wall Following Using Angle Information Measured by a Single Ultrasonic Transducer, Robotics and Automation" 21590-21596, 1998

4 Roy, N., "Towards Personal Service Robots for the Elderly" 25 : 184-, 2000

5 Lacey, G., "The Application of Robotics to a Mobility Aid for the Elderly Blind" 23 (23): 245-252, 1998

6 Skogestad, S., "Simple Analytic Rules for Model Reduction and PID Controller Tuning" 13 (13): 291-309, 2003

7 Kim, Z., "Robust lane Detection and Tracking in Challenging Scenarios" 9 (9): 16-26, 2008

8 Github, "Razor 9-dof IMU Driver"

9 Quigley, M., "ROS : an Open-source Robot Operating System" 5-, 2009

10 Thrun, S., "Probabilistic Algorithms and the Interactive Museum Tour-guide Robot Minerva" 19 (19): 972-999, 2000

11 Kim, K. H., "Logistics Robot Technology Trends and Future Prospects" Korea Evaluation Institute of Industrial Technology (KEIT) 45-62, 2017

12 Seber, G. A., "Linear Regression Analysis" Wiley & Sons 2012

13 Wikipedia, "LIDAR"

14 ICROS, "Korea Robot Industry Technology Roadmap"

15 Github, "Hokuyo UST-10LX Driver"

16 Autonomoustuff, "Hokuyo UST-10LX"

17 Nof, S. Y., "Handbook of Industrial Robotics" John Wiley & Sons 1999

18 Auction, "Flexible Ducthose 15cm 10M Bell ows"

19 Fltenth, "F1tenth"

20 ESWeek, "ESWeek"

21 Franklin, G. F., "Digital Control of Dynamic Systems" Addison-wesley 1998

22 Youtube, "Autonomous Traveling Logistics Robots are Approaching Now"

23 Wang, C., "Autonomous Mobile Robot Navigation in Uneven and Unstructured Indoor Environments, Intelligent Robots and Systems(IROS)" 109-116, 2017

24 Dash, T., "Automatic Navigation of Wall-following Mobile Robot Using a Hybrid Metaheuristic Assisted Neural Network" IOS Press 1 : 1-17, 2017

25 Kim, S. S., "Annual Average Growth of 36%. Catch the Logistics Robot"

26 Rathbun, D., "An Evolution Based Path Planning Algorithm for Autonomous Motion of a UAV Through Uncertain Environments" 2 : 8D2-8D2, 2002

27 Park, J. H., "Amazon and Google’s Choice “Why Logistics Robots”"

28 Nepali, M. R., "A Novel Wall Following Algorithm for Mobile Robots" 5 (5): 15-, 2014