کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
413187 679903 2011 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A framework for the collective movement of mobile robots based on distributed decisions
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A framework for the collective movement of mobile robots based on distributed decisions
چکیده انگلیسی

A novel framework for the control of the collective movement of mobile robots is presented and analyzed in this article. It allows a group of robots to move as a unique entity performing the following functions: obstacle avoidance at group level, speed control and modification of the inter-robot distance. Its flocking controller is distributed among the robots, allowing them to move in the desired common direction and maintain a desired inter-robot distance. The framework is made up of different modules that modify the behavior of the group thus allowing different functions. They are based on consensus algorithms that allow the robots to agree on different parameters, taking into account which robot has more relevant information. New modules can be easily designed and incorporated into the framework in order to augment its capabilities. It can be easily implemented on any mobile robot capable of measuring the relative positions of neighboring robots and communicating with them. It has been successfully tested using 8 real robots and in simulation with up to 40 robots, demonstrating experimentally its scalability with an increasing number of robots.


► Framework for collective movement of robots forming triangular lattices.
► Obstacle avoidance, speed and inter-robot distance control by consensus mechanism.
► Distributed consensus mechanism allows fast propagation of variables.
► It has been tested in simulation with up to 40 robots and with 8 real robots.
► It is general and expandable with new modules and more complex functionality.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Robotics and Autonomous Systems - Volume 59, Issue 10, October 2011, Pages 685–697
نویسندگان
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