Application of Tiling Theory for Path Planning Strategy in a Polyiamond Inspired Reconfigurable Robot

Commercial floor cleaning robots face significant challenges in accessing convex and narrow corners due to their fixed and regular morphologies. To overcome this, we develop a new class of self-reconfigurable floor cleaning robot, hTetrakis, which is composed of tetriamonds (four equilateral triangles aligned along the edges) that adopt three distinct forms (“I”, “A”, and “U” shapes). When on a flat and rigid platform, these forms have convex corners that help to cover narrow regions. This paper addresses the mechanical structural design, reconfiguration of the robot platform through the hinge mechanism, and the electronics and navigation module of hTetrakis. Based on finite element studies, we estimate the system’s natural frequency, stress, and deformation patterns developed in the structural components of the robot, and validate the proposed design to overcome structural failure and system resonance. In order to achieve maximum area coverage using the tetriamond forms, we formulate tiling theorems and apply them for path-planning techniques during the floor cleaning process. By using a robot prototype, we conduct experiments to validate the proposed tiling theorem based on the percentage of area coverage, and demonstrate that this platform is able to cover the floor area efficiently.

[1]  Howie Choset,et al.  Exact cellular decompositions in terms of critical points of Morse functions , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[2]  Ivan Kalaykov,et al.  Dynamical Analysis of Silo Surface Cleaning Robot using Finite Element Method , 2016 .

[3]  I. Lopez-Juarez,et al.  Fuzzy Logic for Omni directional Mobile Platform Control Displacement using FPGA and Bluetooth , 2015, IEEE Latin America Transactions.

[4]  Howie Choset,et al.  Coverage Path Planning: The Boustrophedon Cellular Decomposition , 1998 .

[5]  Manjusri Misra,et al.  Perspective on Polylactic Acid (PLA) based Sustainable Materials for Durable Applications: Focus on Toughness and Heat Resistance , 2016 .

[6]  Marc Carreras,et al.  Efficient seabed coverage path planning for ASVs and AUVs , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[7]  Raffaello D'Andrea,et al.  Near-optimal dynamic trajectory generation and control of an omnidirectional vehicle , 2004, Robotics Auton. Syst..

[8]  Vladimir J. Lumelsky,et al.  Dynamic path planning in sensor-based terrain acquisition , 1990, IEEE Trans. Robotics Autom..

[9]  Craig S. Kaplan,et al.  Introductory Tiling Theory for Computer Graphics , 2009, Synthesis Lectures on Computer Graphics and Animation.

[10]  Lilantha Samaranayake,et al.  Simplified controller for three wheeled omni directional mobile robot , 2015, 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS).

[11]  David Eppstein,et al.  Hinged dissections of polyominoes and polyforms , 1999, CCCG.

[12]  KEIGO WATANABE,et al.  Feedback Control of an Omnidirectional Autonomous Platform for Mobile Service Robots , 1998, J. Intell. Robotic Syst..

[13]  Thejus Pathmakumar,et al.  hTetro: A tetris inspired shape shifting floor cleaning robot , 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

[14]  Christopher Larson,et al.  Combinatorial Properties of Polyiamonds , 2014 .

[15]  Sylvia C. Wong,et al.  A topological coverage algorithm for mobile robots , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[16]  レン チャオ Trajectory Tracking Control of an Omnidirectional Mobile Robot , 2016 .

[17]  Andreas Zell,et al.  Path following for an omnidirectional mobile robot based on model predictive control , 2009, 2009 IEEE International Conference on Robotics and Automation.

[18]  S. Golomb Polyominoes: Puzzles, Patterns, Problems, and Packings , 1994 .

[19]  Thejus Pathmakumar,et al.  Tackling Area Coverage Problems in a Reconfigurable Floor Cleaning Robot Based on Polyomino Tiling Theory , 2018 .

[20]  Se-Young Oh,et al.  Smooth coverage path planning and control of mobile robots based on high-resolution grid map representation , 2011, Robotics Auton. Syst..

[21]  Yang Wang,et al.  Neural adaptive tracking control for wheeled mobile robots , 2015, 2015 International Conference on Fluid Power and Mechatronics (FPM).

[22]  Cheung-Woon Jho,et al.  Video Puzzle Game Application of Polyomino Re-tiling , 2012 .

[23]  Philippe Pasquier,et al.  Complete and robust cooperative robot area coverage with limited range , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[24]  B. B. Choudhury,et al.  A Vibration Analysis of a 6 Axis Industrial Robot Using FEA , 2017 .

[25]  Nabil Derbel,et al.  Fuzzy logic controllers design for omnidirectional mobile robot navigation , 2016, Appl. Soft Comput..

[26]  Svenja Böttcher Principles of robot locomotion , 2006 .

[27]  Ching-Chih Tsai,et al.  Adaptive Trajectory Tracking and Stabilization for Omnidirectional Mobile Robot with Dynamic Effect , 2008 .

[28]  Zehui Mao,et al.  Sliding mode control for a class of nonlinear systems with application to a wheeled mobile robot , 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

[29]  Okyay Kaynak,et al.  Identification and Control of Dynamic Plants Using Fuzzy Wavelet Neural Networks , 2008, 2008 IEEE International Symposium on Intelligent Control.

[30]  Chidentree Treesatayapun,et al.  Linearization based on Fuzzy Rules Emulated Networks for nonaffine discrete-time systems controller , 2009, TENCON 2009 - 2009 IEEE Region 10 Conference.

[31]  Hiroshi Fukuda,et al.  Polyominoes and Polyiamonds as Fundamental Domains of Isohedral Tilings with Rotational Symmetry , 2011, Symmetry.

[32]  Thejus Pathmakumar,et al.  Floor cleaning robot with reconfigurable mechanism , 2018, Automation in Construction.

[33]  Maani Ghaffari Jadidi,et al.  Model-based PI-fuzzy control of four-wheeled omni-directional mobile robots , 2011, Robotics Auton. Syst..

[34]  Howie Choset,et al.  Morse Decompositions for Coverage Tasks , 2002, Int. J. Robotics Res..