Intelligent control of illuminance measurement robot based on multi-sensor fusion

Researchers have been trying to promote the mobile robot to measure illuminance in construction area due to the lack of labor population. Most of the existing robot is using laser range finder. There sometimes are collision with equipment such as cables, stepladders and desks because LRF can only get the data on a certain height from floor. To solve this collision, this paper provides intelligent control by using a LRF and a Depth camera. The experiments show that in the construction field, the control by multi-sensor fusion behave better than the previous one.

[1]  Naoyuki Kubota,et al.  Steady-State Genetic Algorithm for Self-localization in Illuminance Measurement of A Mobile Robot , 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

[2]  Toshio Fukuda,et al.  Fuzzy Controller for a Mobile Robot on Dynamic Environment , 2000 .

[3]  Jian Ming Yang,et al.  412 Obstacle Avoidance of Mobile Robot Using the Stemma Camera , 2016 .

[4]  Naoyuki Kubota,et al.  2P1-K07 Exploration using Multi-resolution map in Unknown Environment(Integrating Ambient Intelligence) , 2011 .

[5]  Naoyuki Kubota,et al.  F-1232 Learning of Multi Objective Behavior Coordination of A Mobile Robot , 2001 .

[6]  Fumio Kojima,et al.  Multi-Objective Behavior Coordination and Target Selection of Multi Robots for Quasi-Ecosystem , 2002, FSKD.

[7]  N. Kubota,et al.  Multi-objective behavior coordinate for a mobile robot with fuzzy neural networks , 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

[8]  N. Kubota,et al.  Growing topological map for SLAM of mobile robots , 2008, 2008 SICE Annual Conference.

[9]  N. Kubota,et al.  Topological Map Building Based on A Genetic Algorithm for Simultaneous Localization and Mapping , 2008 .

[10]  Naoyuki Kubota,et al.  Self-Localization Based on Multiresolution Map for Remote Control of Multiple Mobile Robots , 2013, IEEE Transactions on Industrial Informatics.

[11]  Wolfram Burgard,et al.  Probabilistic Robotics (Intelligent Robotics and Autonomous Agents) , 2005 .

[12]  Naoyuki Kubota,et al.  Illuminance Measurement and SLAM of A Mobile Robot based on Computational Intelligence , 2007, 2007 International Symposium on Computational Intelligence in Robotics and Automation.

[13]  N. Kubota,et al.  Illuminance measurement of a mobile robot based on computational intelligence , 2005, IEEE International Conference Mechatronics and Automation, 2005.