Abstract
This paper addresses the construction of a reconfiguration path planner for a planar hexagonal Modular Self-Reconfigurable Robotic System (MSRRS). A reconfiguration path planner is developed to determine the required sequence of individual module movements that transforms the shape of the system from an arbitrary initial configuration to a desired goal configuration in an optimal manner while enforcing several constraints and taking into account the kinematic model of the system. In this work, the path planner is designed to minimize the number of module movements during the reconfiguration while enforcing collision avoidance and connectivity constraints. The algorithmic design is based on a hierarchical multilayer approach, where upper layers decompose the problem into sub-problems solvable by lower layers. Each layer is dedicated to perform a specific task; therefore, the complete algorithm provides openness, flexibility and ease of modification or adaptation for other platforms. The core of the algorithm relies on a heuristic function and a Markov Decision Process (MDP) optimization to generate a near-optimal reconfiguration path planner and a control algorithm for HexBot shown in Figure 1, a lattice, homogenous, rigid, planar hexagonal MSRRS [1].
| Original language | English |
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| Title of host publication | 2009 6th International Symposium on Mechatronics and its Applications, ISMA 2009 |
| DOIs | |
| State | Published - 2009 |
| Externally published | Yes |
| Event | 2009 6th International Symposium on Mechatronics and its Applications, ISMA 2009 - Sharjah, United Arab Emirates Duration: 23 Mar 2009 → 26 Mar 2009 |
Publication series
| Name | 2009 6th International Symposium on Mechatronics and its Applications, ISMA 2009 |
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Conference
| Conference | 2009 6th International Symposium on Mechatronics and its Applications, ISMA 2009 |
|---|---|
| Country/Territory | United Arab Emirates |
| City | Sharjah |
| Period | 23/03/09 → 26/03/09 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Hierarchical multilayer algorithm
- Markov decision process
- Modular self-reconfigurable robotics
- Reconfiguration planning
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