Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles

The swarm paradigm of multirobot cooperation relies on a distributed architecture, where each robot makes its own decisions based on locally available knowledge. But occasionally the swarm members may need to share information about their environment or actions through some type of ad hoc communicat...

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Main Author: Joel M. Esposito
Format: Article
Language:English
Published: Wiley 2011-01-01
Series:Journal of Robotics
Online Access:http://dx.doi.org/10.1155/2011/571485
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author Joel M. Esposito
author_facet Joel M. Esposito
author_sort Joel M. Esposito
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description The swarm paradigm of multirobot cooperation relies on a distributed architecture, where each robot makes its own decisions based on locally available knowledge. But occasionally the swarm members may need to share information about their environment or actions through some type of ad hoc communication channel, such as a radio modem, infrared communication, or an optical connection. In all of these cases robust operation is best attained when the transmitter/receiver robot pair is (1) separated by less than some maximum distance (range constraint); and (2) not obstructed by large dense objects (line-of-sight constraint). Therefore to maintain a wireless link between two robots, it is desirable to simultaneously comply with these two spatial constraints. Given a swarm of point robots with specified initial and final configurations and a set of desired communication links consistent with the above criteria, we explore the problem of designing inputs to achieve the final configuration while preserving the desired links for the duration of the motion. Some interesting conclusions about the feasibility of the problem are offered. A potential field-based optimization algorithm is provided, along with a novel composition scheme, and its operation is demonstrated through both simulation and experimentation on a group of small robots.
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spelling doaj-art-ebb0b8af503244a388ee6816ed951a052025-02-03T06:12:27ZengWileyJournal of Robotics1687-96001687-96192011-01-01201110.1155/2011/571485571485Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of ObstaclesJoel M. Esposito0Department of Systems Engineering, United States Naval Academy, Annapolis, MD 21401, USAThe swarm paradigm of multirobot cooperation relies on a distributed architecture, where each robot makes its own decisions based on locally available knowledge. But occasionally the swarm members may need to share information about their environment or actions through some type of ad hoc communication channel, such as a radio modem, infrared communication, or an optical connection. In all of these cases robust operation is best attained when the transmitter/receiver robot pair is (1) separated by less than some maximum distance (range constraint); and (2) not obstructed by large dense objects (line-of-sight constraint). Therefore to maintain a wireless link between two robots, it is desirable to simultaneously comply with these two spatial constraints. Given a swarm of point robots with specified initial and final configurations and a set of desired communication links consistent with the above criteria, we explore the problem of designing inputs to achieve the final configuration while preserving the desired links for the duration of the motion. Some interesting conclusions about the feasibility of the problem are offered. A potential field-based optimization algorithm is provided, along with a novel composition scheme, and its operation is demonstrated through both simulation and experimentation on a group of small robots.http://dx.doi.org/10.1155/2011/571485
spellingShingle Joel M. Esposito
Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
Journal of Robotics
title Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
title_full Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
title_fullStr Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
title_full_unstemmed Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
title_short Maintaining Wireless Connectivity Constraints for Robot Swarms in the Presence of Obstacles
title_sort maintaining wireless connectivity constraints for robot swarms in the presence of obstacles
url http://dx.doi.org/10.1155/2011/571485
work_keys_str_mv AT joelmesposito maintainingwirelessconnectivityconstraintsforrobotswarmsinthepresenceofobstacles