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Volumn 14, Issue 6, 2003, Pages 1541-1552

Real-time collision-free motion planning of a mobile robot using a neural dynamics-based approach

Author keywords

Collision avoidance; Dynamic environment; Mobile robot; Motion planning; Neural dynamics; Neural networks; Real time navigation

Indexed keywords

ALGORITHMS; COLLISION AVOIDANCE; COMPUTATIONAL COMPLEXITY; LYAPUNOV METHODS; MOBILE ROBOTS; MOTION PLANNING; REAL TIME SYSTEMS; ROBOT LEARNING; SYSTEM STABILITY;

EID: 0742321283     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2003.820618     Document Type: Article
Times cited : (143)

References (67)
  • 4
    • 0025376818 scopus 로고
    • 2d path planning: A configuration space heuristic approach
    • J. Ilari and C. Torras, "2d path planning: A configuration space heuristic approach," Int. J. Robotics Research, vol. 9, no. 1, pp. 75-91, 1990.
    • (1990) Int. J. Robotics Research , vol.9 , Issue.1 , pp. 75-91
    • Ilari, J.1    Torras, C.2
  • 5
    • 0026369737 scopus 로고
    • Robot motion planning: A distributed representation approach
    • J. Barraquand and J.-C. Latombe, "Robot motion planning: A distributed representation approach," Int. J. Robotics Research, vol. 10, no. 6, pp. 628-649, 1991.
    • (1991) Int. J. Robotics Research , vol.10 , Issue.6 , pp. 628-649
    • Barraquand, J.1    Latombe, J.-C.2
  • 6
    • 0026987684 scopus 로고
    • Navigation of car-like mobile robots in obstructed environments using convex polygonal cells
    • H. A. Vasseur, F. G. Pin, and J. R.Taylor, "Navigation of car-like mobile robots in obstructed environments using convex polygonal cells," Robot. Auton, Syst., vol. 10, no. 2-3, pp. 133-146, 1992.
    • (1992) Robot. Auton, Syst. , vol.10 , Issue.2-3 , pp. 133-146
    • Vasseur, H.A.1    Pin, F.G.2    Taylor, J.R.3
  • 10
    • 0028539262 scopus 로고
    • Path planning and control of a mobile base with nonholonomic constraints
    • Nov.Dec.
    • S. Jagannathan, S. Q. Zhu, and F. L. Lewis, "Path planning and control of a mobile base with nonholonomic constraints," Robotica, vol. 12, no. 6, pp. 529-539, Nov.Dec. 1994.
    • (1994) Robotica , vol.12 , Issue.6 , pp. 529-539
    • Jagannathan, S.1    Zhu, S.Q.2    Lewis, F.L.3
  • 12
    • 0028499813 scopus 로고
    • Kinematics, kinematic constraints and path planning for wheeled mobile robots
    • Sept.Oct.
    • Y. Wang, J. A. Linnett, and J. Roberts, "Kinematics, kinematic constraints and path planning for wheeled mobile robots," Robotica, vol. 12, no. 5, pp. 391-400, Sept.Oct. 1994.
    • (1994) Robotica , vol.12 , Issue.5 , pp. 391-400
    • Wang, Y.1    Linnett, J.A.2    Roberts, J.3
  • 13
    • 0028486137 scopus 로고
    • Using path transforms to guide the search for findpath in 2d
    • A. Zelinsky, "Using path transforms to guide the search for findpath in 2d," Int. J. Robot. Res., vol. 13, no. 4, pp. 315-325, 1994.
    • (1994) Int. J. Robot. Res. , vol.13 , Issue.4 , pp. 315-325
    • Zelinsky, A.1
  • 15
    • 0029491410 scopus 로고
    • Efficient algorithm to find a shortest path for a car-like robot
    • Dec.
    • G. Desaulniers and F. Soumis, "Efficient algorithm to find a shortest path for a car-like robot," IEEE Trans Robot Automat., vol. 11, pp. 819-828, Dec. 1995.
    • (1995) IEEE Trans Robot Automat. , vol.11 , pp. 819-828
    • Desaulniers, G.1    Soumis, F.2
  • 17
    • 0030141164 scopus 로고    scopus 로고
    • On shortest paths for a car-like robot maneuvering around obstacles
    • May
    • G. Desaulniers, "On shortest paths for a car-like robot maneuvering around obstacles," Robot, Auton, Syst., vol. 17, no. 3, pp. 139-148, May 1996.
    • (1996) Robot, Auton, Syst. , vol.17 , Issue.3 , pp. 139-148
    • Desaulniers, G.1
  • 19
    • 0030073825 scopus 로고    scopus 로고
    • Shortest paths for a robot to manifolds in configuration space
    • Feb.
    • P. Moutarlier, B. Mirtich, and J. Canny, "Shortest paths for a robot to manifolds in configuration space," Int. J. Robot. Res., vol. 15, no. 1, pp. 36-60, Feb. 1996.
    • (1996) Int. J. Robot. Res. , vol.15 , Issue.1 , pp. 36-60
    • Moutarlier, P.1    Mirtich, B.2    Canny, J.3
  • 22
    • 0030357276 scopus 로고    scopus 로고
    • Motion planning with reversal manoeuvres for a nonholonomic constrained robot
    • K. Jiang, L. D. Seneviratne, and S. W. E. Earles, "Motion planning with reversal manoeuvres for a nonholonomic constrained robot," in Proc. Ints. Mechanical Engineers B, vol. 210, 1996, pp. 487-497.
    • (1996) Proc. Ints. Mechanical Engineers B , vol.210 , pp. 487-497
    • Jiang, K.1    Seneviratne, L.D.2    Earles, S.W.E.3
  • 23
    • 0030357276 scopus 로고    scopus 로고
    • Motion planning with reversal manoeuvres for a nonholonomic constrained robot
    • K. Jiang, L. D. Seneviratne, and S. W. E. Earles, "Motion planning with reversal manoeuvres for a nonholonomic constrained robot," in Proc. Inst. Mechanical Engineers B, vol. 210, 1996, pp. 487-497.
    • (1996) Proc. Inst. Mechanical Engineers B , vol.210 , pp. 487-497
    • Jiang, K.1    Seneviratne, L.D.2    Earles, S.W.E.3
  • 24
    • 0031236277 scopus 로고    scopus 로고
    • Time-optimal smooth-path motion planning for a mobile robot with kinematic constraints
    • Sept.Oct.
    • ____, "Time-optimal smooth-path motion planning for a mobile robot with kinematic constraints," Robotica, vol. 15, no. 5, pp. 547-553, Sept.Oct. 1997.
    • (1997) Robotica , vol.15 , Issue.5 , pp. 547-553
    • Jiang, K.1    Seneviratne, L.D.2    Earles, S.W.E.3
  • 26
    • 0031125435 scopus 로고    scopus 로고
    • Robust path planning for nonholonomic robots
    • A. Pruski and S. Rohmer, "Robust path planning for nonholonomic robots," J. Intell. Robot. Syst., vol. 18, pp. 329-350, 1997.
    • (1997) J. Intell. Robot. Syst. , vol.18 , pp. 329-350
    • Pruski, A.1    Rohmer, S.2
  • 28
    • 0031124156 scopus 로고    scopus 로고
    • Motion planning for carlike robots using a probabilistic approach
    • Apr.
    • P. Svestka and M. H. Overmars, "Motion planning for carlike robots using a probabilistic approach," Int. J. Robot. Res., vol. 16, no. 2, pp. 119-145, Apr. 1997.
    • (1997) Int. J. Robot. Res. , vol.16 , Issue.2 , pp. 119-145
    • Svestka, P.1    Overmars, M.H.2
  • 29
    • 0030218316 scopus 로고    scopus 로고
    • Planning shortest bounded-curvature paths for a class of nonholonomic vehicles among obstacles
    • A. Bicchi, G. Casalino, and C. Santilli, "Planning shortest bounded-curvature paths for a class of nonholonomic vehicles among obstacles," J. Intell. Robot. Syst., vol. 16, no. 4, pp. 387-405, 1998.
    • (1998) J. Intell. Robot. Syst. , vol.16 , Issue.4 , pp. 387-405
    • Bicchi, A.1    Casalino, G.2    Santilli, C.3
  • 31
    • 0003248684 scopus 로고    scopus 로고
    • Guidelines in nonholonomic motion planning for mobile robots
    • J. P. Laumond, Ed. New York: Springer-Verlag
    • J. P. Laumond, S. Sekhavat, and F. Lamiraux, "Guidelines in nonholonomic motion planning for mobile robots," in Robot Motion Planning and Control, J. P. Laumond, Ed. New York: Springer-Verlag, 1998, pp. 1-53.
    • (1998) Robot Motion Planning and Control , pp. 1-53
    • Laumond, J.P.1    Sekhavat, S.2    Lamiraux, F.3
  • 32
    • 0031996587 scopus 로고    scopus 로고
    • Robot path planning with penetration growth distance
    • C. J. Ong and E. G. Gilbert, "Robot path planning with penetration growth distance," J. Robot. Syst., vol. 15, no. 2, pp. 57-74, 1998.
    • (1998) J. Robot. Syst. , vol.15 , Issue.2 , pp. 57-74
    • Ong, C.J.1    Gilbert, E.G.2
  • 33
    • 0032187559 scopus 로고    scopus 로고
    • Finding the optimal driving path of a car using the modified constrained distance transformation
    • Oct.
    • S. C. Pei and J. H. Horng, "Finding the optimal driving path of a car using the modified constrained distance transformation," IEEE Trans. Robot. Automat., vol. 14, pp. 663-670, Oct. 1998.
    • (1998) IEEE Trans. Robot. Automat. , vol.14 , pp. 663-670
    • Pei, S.C.1    Horng, J.H.2
  • 35
    • 0032136882 scopus 로고    scopus 로고
    • Multilevel path planning for nonholonomic robots using semiholonomic subsystems
    • Aug.
    • S. Sekhavat, P. Svestka, J. P. Laumond, and M. H. Overmars, "Multilevel path planning for nonholonomic robots using semiholonomic subsystems," Int. J. Robot. Res., vol. 17, no. 8, pp. 840-857, Aug. 1998.
    • (1998) Int. J. Robot. Res. , vol.17 , Issue.8 , pp. 840-857
    • Sekhavat, S.1    Svestka, P.2    Laumond, J.P.3    Overmars, M.H.4
  • 36
    • 0032676619 scopus 로고    scopus 로고
    • Path planners based on the wave expansion neural network
    • A. A. Kassim and B. V. Kumar, "Path planners based on the wave expansion neural network," Robot. Auton. Syst., vol. 26, pp. 1-22, 1999.
    • (1999) Robot. Auton. Syst. , vol.26 , pp. 1-22
    • Kassim, A.A.1    Kumar, B.V.2
  • 39
    • 0033997878 scopus 로고    scopus 로고
    • An efficient neural network approach to dynamic robot motion planning
    • S. X. Yang and M. Meng, "An efficient neural network approach to dynamic robot motion planning," Neural Networks, vol. 13, no. 2, pp. 143-148, 2000.
    • (2000) Neural Networks , vol.13 , Issue.2 , pp. 143-148
    • Yang, S.X.1    Meng, M.2
  • 40
    • 0034249227 scopus 로고    scopus 로고
    • An efficient neural network method for real-time motion planning with safety consideration
    • ____ "An efficient neural network method for real-time motion planning with safety consideration," Robot. Auton. Syst., vol. 32, no. 2-3, pp. 115-128, 2000.
    • (2000) Robot. Auton. Syst. , vol.32 , Issue.2-3 , pp. 115-128
    • Yang, S.X.1
  • 41
    • 0034250169 scopus 로고    scopus 로고
    • Real-time collision-free path planning of robot manipulators using neural network approaches
    • ____ "Real-time collision-free path planning of robot manipulators using neural network approaches," Auton. Robot., vol. 9, no. 1, pp. 27-39, 2000.
    • (2000) Auton. Robot. , vol.9 , Issue.1 , pp. 27-39
    • Yang, S.X.1
  • 42
    • 0035360031 scopus 로고    scopus 로고
    • Neural network approaches to dynamic collision-free robot trajectory generation
    • June
    • ____, "Neural network approaches to dynamic collision-free robot trajectory generation," IEEE Trans. Syst., Man, Cybern., vol. 31, pp. 302-318, June 2001.
    • (2001) IEEE Trans. Syst., Man, Cybern. , vol.31 , pp. 302-318
    • Yang, S.X.1
  • 43
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • A. L. Hodgkin and A. F. Huxley, "A quantitative description of membrane current and its application to conduction and excitation in nerve," J. Physiol. Lond., vol. 117, pp. 500-544, 1952.
    • (1952) J. Physiol. Lond. , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 44
    • 0342604568 scopus 로고    scopus 로고
    • Neural network approaches to real-time motion planning and control of robotic systems
    • Ph.D. dissertation, Dept. Electrical Comput. Eng., Univ. Alberta, Alberta, Canada, June
    • X. Yang, "Neural network approaches to real-time motion planning and control of robotic systems," Ph.D. dissertation, Dept. Electrical Comput. Eng., Univ. Alberta, Alberta, Canada, June 1999.
    • (1999)
    • Yang, X.1
  • 45
    • 0345615291 scopus 로고    scopus 로고
    • Neural dynamics and computation for real-time map building and path planning of mobile robots
    • S. X. Yang, "Neural dynamics and computation for real-time map building and path planning of mobile robots," Dyna. Continuous, Discrete, Impulse Syst. B, vol. 10, no. 1, pp. 1-18, 2003.
    • (2003) Dyna. Continuous, Discrete, Impulse Syst. B , vol.10 , Issue.1 , pp. 1-18
    • Yang, S.X.1
  • 46
    • 0020706698 scopus 로고
    • Spatial planning: A configuration space approach
    • Jan.
    • T. Lozano-Pérez, "Spatial planning: A configuration space approach," IEEE Trans. Comput., vol. C-32, pp. 108-320, Jan. 1983.
    • (1983) IEEE Trans. Comput. , vol.C-32 , pp. 108-320
    • Lozano-Pérez, T.1
  • 47
    • 0029217139 scopus 로고
    • Robot navigation in a known environment with unknown moving obstacles
    • S. Ratering and M. Gini, "Robot navigation in a known environment with unknown moving obstacles," Autonomous Robots, vol. 1, no. 2, pp. 149-165, 1995.
    • (1995) Autonomous Robots , vol.1 , Issue.2 , pp. 149-165
    • Ratering, S.1    Gini, M.2
  • 49
    • 0031236006 scopus 로고    scopus 로고
    • Two dimensional collision-free path planning using linear parametric curve
    • I. Namgung and J. Duffy, "Two dimensional collision-free path planning using linear parametric curve," J. Robot. Syst., vol. 14, no. 9, pp. 659-673, 1997.
    • (1997) J. Robot. Syst. , vol.14 , Issue.9 , pp. 659-673
    • Namgung, I.1    Duffy, J.2
  • 50
    • 0032099153 scopus 로고    scopus 로고
    • Sandros: A dynamic graph search algorithm for motion planning
    • June
    • P. C. Chen and Y. K. Hwang, "Sandros: A dynamic graph search algorithm for motion planning," IEEE Trans. Robot. Automat., vol. 14, pp. 390-403, June 1998.
    • (1998) IEEE Trans. Robot. Automat. , vol.14 , pp. 390-403
    • Chen, P.C.1    Hwang, Y.K.2
  • 51
    • 0032094817 scopus 로고    scopus 로고
    • Automatic path planning for a mobile robot among obstacles of arbitrary shape
    • June
    • J. L. D. de Leon and J. H. Sossa, "Automatic path planning for a mobile robot among obstacles of arbitrary shape," IEEE Trans. Syst., Man, Cybern. B, vol. 28, pp. 467-472, June 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. B , vol.28 , pp. 467-472
    • De Leon, J.L.D.1    Sossa, J.H.2
  • 52
    • 0032314514 scopus 로고    scopus 로고
    • Environment representation using enclosed obstacles and minimum-turns path planning
    • C. Jerez, Y. Hashimoto, T. Matsuda, and T. Tsuchiya, "Environment representation using enclosed obstacles and minimum-turns path planning," Adv. Robot., vol. 12, no. 4, pp. 351-371, 1998.
    • (1998) Adv. Robot. , vol.12 , Issue.4 , pp. 351-371
    • Jerez, C.1    Hashimoto, Y.2    Matsuda, T.3    Tsuchiya, T.4
  • 53
    • 0031600094 scopus 로고    scopus 로고
    • Robot path planning using fluid model
    • Z. X. Li and T. D. Bui, "Robot path planning using fluid model," J. Intell. Robot. Syst., vol. 21, pp. 29-50, 1998.
    • (1998) J. Intell. Robot. Syst. , vol.21 , pp. 29-50
    • Li, Z.X.1    Bui, T.D.2
  • 54
    • 0032737777 scopus 로고    scopus 로고
    • Shortest path planning on topographical maps
    • Jan.
    • Y. Saab and M. VanPutte, "Shortest path planning on topographical maps," IEEE Trans. Syst., Man, Cybern. A, vol. 29, pp. 139-150, Jan. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. A , vol.29 , pp. 139-150
    • Saab, Y.1    VanPutte, M.2
  • 56
    • 40649128119 scopus 로고
    • Nonlinear neural networks: Principles, mechanisms, and architecture
    • S. Grossberg, "Nonlinear neural networks: Principles, mechanisms, and architecture," Neural Networks, vol. 1, pp. 17-61, 1988.
    • (1988) Neural Networks , vol.1 , pp. 17-61
    • Grossberg, S.1
  • 57
    • 0025693054 scopus 로고
    • Neural network architecture for motion perception and elementary motion detection in the fly visual system
    • H. Öǧmen and S. Gagné, "Neural network architecture for motion perception and elementary motion detection in the fly visual system," Neural Networks, vol. 3, pp. 487-505, 1990.
    • (1990) Neural Networks , vol.3 , pp. 487-505
    • Öǧmen, H.1    Gagné, S.2
  • 58
    • 84961365499 scopus 로고
    • Contour enhancement, short term memory, and constancies in reverberating neural networks
    • S. Grossberg, "Contour enhancement, short term memory, and constancies in reverberating neural networks," Studies Appl. Math., vol. 52, pp. 217-257, 1973.
    • (1973) Studies Appl. Math. , vol.52 , pp. 217-257
    • Grossberg, S.1
  • 60
    • 0020970741 scopus 로고
    • Absolute stability of global pattern formation and parallel memory storage by competitive neural networks
    • Oct.
    • ____, "Absolute stability of global pattern formation and parallel memory storage by competitive neural networks," IEEE Trans. Syst., Man, Cybern., vol. SMC-13, pp. 815-926, Oct. 1983.
    • (1983) IEEE Trans. Syst., Man, Cybern. , vol.SMC-13 , pp. 815-926
    • Grossberg, S.1
  • 61
    • 0029030403 scopus 로고
    • A real-time, unsupervised neural network for the low-level control of a mobile robot in a nonstationary environment
    • E. Zalama, P. Gaudiano, and J. L. Coronado, "A real-time, unsupervised neural network for the low-level control of a mobile robot in a nonstationary environment," Neural Networks, vol. 8, pp. 103-123, 1995.
    • (1995) Neural Networks , vol.8 , pp. 103-123
    • Zalama, E.1    Gaudiano, P.2    Coronado, J.L.3
  • 62
    • 0030169431 scopus 로고    scopus 로고
    • An unsupervised neural network for low-level control of a mobile robot: Noise resistance, stability, and hardware implementation
    • June
    • P. Gaudiano, E. Zalama, and J. L. Coronado, "An unsupervised neural network for low-level control of a mobile robot: Noise resistance, stability, and hardware implementation," IEEE Trans. Syst., Man, Cybern. B, vol. 26, pp. 485-496, June 1996.
    • (1996) IEEE Trans. Syst., Man, Cybern. B , vol.26 , pp. 485-496
    • Gaudiano, P.1    Zalama, E.2    Coronado, J.L.3
  • 63
    • 0343474512 scopus 로고
    • On the mechanisms underlying directional selectivity
    • H. Öǧmen, "On the mechanisms underlying directional selectivity," Neural Comput., vol. 3, pp. 333-349, 1991.
    • (1991) Neural Comput. , vol.3 , pp. 333-349
    • Öǧmen, H.1
  • 64
    • 0004458405 scopus 로고    scopus 로고
    • A neural network architecture for visual information processing in vertebrate retina
    • M.S. thesis, Dept. Elect. Computer. Eng., Univ. Houston, Houston, TX, Dec.
    • X. Yang, "A neural network architecture for visual information processing in vertebrate retina," M.S. thesis, Dept. Elect. Computer. Eng., Univ. Houston, Houston, TX, Dec. 1996.
    • (1996)
    • Yang, X.1
  • 65
    • 0029024671 scopus 로고
    • Neural network dynamics for path planning and obstacle avoidance
    • R. Glasius, A. Komoda, and S. C. A. M. Gielen, "Neural network dynamics for path planning and obstacle avoidance," Neural Networks, vol. 8, no. 1, pp. 125-133, 1995.
    • (1995) Neural Networks , vol.8 , Issue.1 , pp. 125-133
    • Glasius, R.1    Komoda, A.2    Gielen, S.C.A.M.3
  • 66
    • 0030161983 scopus 로고    scopus 로고
    • A biologically inspired neural net for trajectory formation and obstacle avoidance
    • ____, "A biologically inspired neural net for trajectory formation and obstacle avoidance," Biol. Cybern., vol. 74, pp. 511-520, 1996.
    • (1996) Biol. Cybern. , vol.74 , pp. 511-520
    • Glasius, R.1    Komoda, A.2    Gielen, S.C.A.M.3
  • 67
    • 0000414517 scopus 로고
    • Associative memory in an analog iterated-map neural network
    • C. M. Marcus, F. R. Waugh, and R. M. Westervelt, "Associative memory in an analog iterated-map neural network," Phys. Rev. A, vol. 41, no. 6, pp. 3355-3364, 1990.
    • (1990) Phys. Rev. A , vol.41 , Issue.6 , pp. 3355-3364
    • Marcus, C.M.1    Waugh, F.R.2    Westervelt, R.M.3


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