메뉴 건너뛰기




Volumn 56, Issue 7, 2009, Pages 2667-2683

Design of dynamic petri recurrent fuzzy neural network and its application to path-tracking control of nonholonomic mobile robot

Author keywords

Fuzzy neural network (FNN); Nonholonomic mobile robot; Petri net (PN); Recurrent structure; Varied learning rates

Indexed keywords

ANALYTICAL METHOD; COMPUTATION BURDEN; CONTROL SCHEMES; DYNAMIC MAPPING; FEED-BACK LOOP; FUZZY NEURAL NETWORK (FNN); GRADIENT-DESCENT; LEARNING RATES; MOVING PATH; NETWORK STRUCTURES; NON-HOLONOMIC MOBILE ROBOTS; NONHOLONOMIC MOBILE ROBOT; PARAMETER LEARNING; PATH TRACKING; RECURRENT FUZZY NEURAL NETWORK; RECURRENT STRUCTURE; TRAINING ALGORITHMS; VARIED LEARNING RATES;

EID: 67651174751     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2009.2020077     Document Type: Article
Times cited : (138)

References (36)
  • 1
    • 4744347872 scopus 로고    scopus 로고
    • Building a mobile robot for a floor-cleaning operation in domestic environments
    • Oct
    • J. Palacín, J. A. Salse, I. Valgañón, and X. Clua, "Building a mobile robot for a floor-cleaning operation in domestic environments", IEEE Trans. Instrum. Meas., vol. 53, no. 5, pp. 1418-1424, Oct. 2004.
    • (2004) IEEE Trans. Instrum. Meas , vol.53 , Issue.5 , pp. 1418-1424
    • Palacín, J.1    Salse, J.A.2    Valgañón, I.3    Clua, X.4
  • 2
    • 17844377607 scopus 로고    scopus 로고
    • Electric-powered wheelchairs: A review of current technology and insight into future direction
    • Apr
    • D. Ding and R. A. Cooper, "Electric-powered wheelchairs: A review of current technology and insight into future direction", IEEE Control Syst. Mag., vol. 25, no. 2, pp. 22-34, Apr. 2005.
    • (2005) IEEE Control Syst. Mag , vol.25 , Issue.2 , pp. 22-34
    • Ding, D.1    Cooper, R.A.2
  • 3
    • 0141987506 scopus 로고    scopus 로고
    • Intelligent space and human centered robotics
    • Oct
    • T. Yamaguchi, E. Sato, and Y. Takama, "Intelligent space and human centered robotics", IEEE Trans. Ind. Electron., vol. 50, no. 5, pp. 881-889, Oct. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.5 , pp. 881-889
    • Yamaguchi, T.1    Sato, E.2    Takama, Y.3
  • 4
    • 0038539291 scopus 로고    scopus 로고
    • Localization of a mobile robot using the image of a moving object
    • Jun
    • J. M. Lee, K. Son, M. C. Lee, J. W. Choi, S. H. Han, and M. H. Lee, "Localization of a mobile robot using the image of a moving object", IEEE Trans. Ind. Electron., vol. 50, no. 3, pp. 612-619, Jun. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.3 , pp. 612-619
    • Lee, J.M.1    Son, K.2    Lee, M.C.3    Choi, J.W.4    Han, S.H.5    Lee, M.H.6
  • 5
    • 0033685792 scopus 로고    scopus 로고
    • A new reinforcement learning vehicle control architecture for vision-based road following
    • May
    • S. Y. Oh, J. H. Lee, and D. H. Choi, "A new reinforcement learning vehicle control architecture for vision-based road following", IEEE Trans. Veh. Technol., vol. 49, no. 3, pp. 997-1005, May 2000.
    • (2000) IEEE Trans. Veh. Technol , vol.49 , Issue.3 , pp. 997-1005
    • Oh, S.Y.1    Lee, J.H.2    Choi, D.H.3
  • 6
    • 4444251565 scopus 로고    scopus 로고
    • Fast parking control of mobile robots: A motion planning approach with experimental validation
    • Sep
    • T. C. Lee, C. Y. Tsai, and K. T. Song, "Fast parking control of mobile robots: A motion planning approach with experimental validation", IEEE Trans. Control Syst. Technol., vol. 12, no. 5, pp. 661-676, Sep. 2004.
    • (2004) IEEE Trans. Control Syst. Technol , vol.12 , Issue.5 , pp. 661-676
    • Lee, T.C.1    Tsai, C.Y.2    Song, K.T.3
  • 8
    • 0036613210 scopus 로고    scopus 로고
    • Behavior-based robot navigation on challenging terrain: A fuzzy logic approach
    • Jun
    • H. Seraji and A. Howard, "Behavior-based robot navigation on challenging terrain: A fuzzy logic approach", IEEE Trans. Robot. Autom., vol. 18, no. 3, pp. 308-321, Jun. 2002.
    • (2002) IEEE Trans. Robot. Autom , vol.18 , Issue.3 , pp. 308-321
    • Seraji, H.1    Howard, A.2
  • 9
    • 4344616636 scopus 로고    scopus 로고
    • An embedded fuzzy controller for a behavior-based mobile robot with guaranteed performance
    • Aug
    • S. X. Yang, H. Li, M. Q. H. Meng, and P. X. Liu, "An embedded fuzzy controller for a behavior-based mobile robot with guaranteed performance", IEEE Trans. Fuzzy Syst., vol. 12, no. 4, pp. 436-446, Aug. 2004.
    • (2004) IEEE Trans. Fuzzy Syst , vol.12 , Issue.4 , pp. 436-446
    • Yang, S.X.1    Li, H.2    Meng, M.Q.H.3    Liu, P.X.4
  • 10
    • 4344667423 scopus 로고    scopus 로고
    • Fuzzy target tracking control of autonomous mobile robots by using infrared sensors
    • Aug
    • T. H. S. Li, S. J. Chang, and W. Tong, "Fuzzy target tracking control of autonomous mobile robots by using infrared sensors", IEEE Trans. Fuzzy Syst., vol. 12, no. 4, pp. 491-501, Aug. 2004.
    • (2004) IEEE Trans. Fuzzy Syst , vol.12 , Issue.4 , pp. 491-501
    • Li, T.H.S.1    Chang, S.J.2    Tong, W.3
  • 11
    • 33947421714 scopus 로고    scopus 로고
    • Network-based fuzzy decentralized sliding-mode control for car-like mobile robots
    • Feb
    • C. L. Hwang, L. J. Chang, and Y. S. Yu, "Network-based fuzzy decentralized sliding-mode control for car-like mobile robots", IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 574-585, Feb. 2007.
    • (2007) IEEE Trans. Ind. Electron , vol.54 , Issue.1 , pp. 574-585
    • Hwang, C.L.1    Chang, L.J.2    Yu, Y.S.3
  • 12
    • 34147116045 scopus 로고    scopus 로고
    • A fuzzy-logic-based approach for mobile robot path tracking
    • Apr
    • G. Antonelli, S. Chiaverini, and G. Fusco, "A fuzzy-logic-based approach for mobile robot path tracking", IEEE Trans. Fuzzy Syst. vol. 15, no. 2, pp. 211-221, Apr. 2007.
    • (2007) IEEE Trans. Fuzzy Syst , vol.15 , Issue.2 , pp. 211-221
    • Antonelli, G.1    Chiaverini, S.2    Fusco, G.3
  • 14
    • 0742321283 scopus 로고    scopus 로고
    • Real-time collision-free motion planning of a mobile robot using a neural dynamics-based approach
    • Nov
    • S. X. Yang andM. Q. H.Meng, "Real-time collision-free motion planning of a mobile robot using a neural dynamics-based approach", IEEE Trans. Neural Netw., vol. 14, no. 6, pp. 1541-1552, Nov. 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.6 , pp. 1541-1552
    • Yang andM, S.X.1    Meng, Q.H.2
  • 15
    • 33748430025 scopus 로고    scopus 로고
    • Simple neuron-based adaptive controller for a nonholonomic mobile robot including actuator dynamics
    • Oct
    • T. Das, I. N. Kar, and S. Chaudhury, "Simple neuron-based adaptive controller for a nonholonomic mobile robot including actuator dynamics", Neurocomputing, vol. 69, no. 16-18, pp. 2140-2151, Oct. 2006.
    • (2006) Neurocomputing , vol.69 , Issue.16-18 , pp. 2140-2151
    • Das, T.1    Kar, I.N.2    Chaudhury, S.3
  • 16
    • 0036475011 scopus 로고    scopus 로고
    • Adaptive backstepping control using recurrent neural network for linear induction motor drive
    • Feb
    • F. J. Lin, R. J. Wai, W. D. Chou, and S. P. Hsu, "Adaptive backstepping control using recurrent neural network for linear induction motor drive", IEEE Trans. Ind. Electron., vol. 49, no. 1, pp. 134-146, Feb. 2002.
    • (2002) IEEE Trans. Ind. Electron , vol.49 , Issue.1 , pp. 134-146
    • Lin, F.J.1    Wai, R.J.2    Chou, W.D.3    Hsu, S.P.4
  • 17
    • 9244232830 scopus 로고    scopus 로고
    • Adaptive hybrid control for linear piezoelectric ceramic motor drive using diagonal recurrent CMAC network
    • Nov
    • R. J. Wai, C. M. Lin, and Y. F. Peng, "Adaptive hybrid control for linear piezoelectric ceramic motor drive using diagonal recurrent CMAC network", IEEE Trans. Neural Netw., vol. 15, no. 6, pp. 1491-1506, Nov. 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.6 , pp. 1491-1506
    • Wai, R.J.1    Lin, C.M.2    Peng, Y.F.3
  • 18
    • 33747045870 scopus 로고    scopus 로고
    • Generalized predictive control based on self-recurrent wavelet neural network for stable path tracking of mobile robots: Adaptive learning rates approach
    • Jun
    • S. J. Yoo, Y. H. Choi, and J. B. Park, "Generalized predictive control based on self-recurrent wavelet neural network for stable path tracking of mobile robots: Adaptive learning rates approach", IEEE Trans. Circuit Syst., vol. 53, no. 6, pp. 1381-1394, Jun. 2006
    • (2006) IEEE Trans. Circuit Syst , vol.53 , Issue.6 , pp. 1381-1394
    • Yoo, S.J.1    Choi, Y.H.2    Park, J.B.3
  • 20
    • 0032652325 scopus 로고    scopus 로고
    • Fuzzy neural network position controller for ultrasonic motor drive using push-pull DC-DC converter
    • Jan
    • F. J. Lin, R. J. Wai, and C. C. Lee, "Fuzzy neural network position controller for ultrasonic motor drive using push-pull DC-DC converter", in Proc. Inst. Elect. Eng. - Control Theory Appl., Jan. 1999, vol. 146, pp. 99-107.
    • (1999) Proc. Inst. Elect. Eng. - Control Theory Appl , vol.146 , pp. 99-107
    • Lin, F.J.1    Wai, R.J.2    Lee, C.C.3
  • 21
    • 0037278069 scopus 로고    scopus 로고
    • A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance
    • Feb
    • C. Ye, N. H. C. Yung, and D. Wang, "A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance", IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 33, no. 1, pp. 17-27, Feb. 2003.
    • (2003) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.33 , Issue.1 , pp. 17-27
    • Ye, C.1    Yung, N.H.C.2    Wang, D.3
  • 22
    • 0035384736 scopus 로고    scopus 로고
    • Recurrent fuzzy neural network control for piezoelectric ceramic linear ultrasonic motor drive
    • Jul
    • F. J. Lin, R. J. Wai, K. K. Shyu, and T. M. Liu, "Recurrent fuzzy neural network control for piezoelectric ceramic linear ultrasonic motor drive", IEEE Trans. Ultrason., Ferroelectr., Freq. Control, vol. 48, no. 4, pp. 900-913, Jul. 2001.
    • (2001) IEEE Trans. Ultrason., Ferroelectr., Freq. Control , vol.48 , Issue.4 , pp. 900-913
    • Lin, F.J.1    Wai, R.J.2    Shyu, K.K.3    Liu, T.M.4
  • 23
    • 0035471903 scopus 로고    scopus 로고
    • Total sliding-mode controller for PMsynchronous servo motor drive using recurrent fuzzy neural network
    • Oct
    • R. J.Wai, "Total sliding-mode controller for PMsynchronous servo motor drive using recurrent fuzzy neural network", IEEE Trans. Ind. Electron., vol. 48, no. 5, pp. 926-944, Oct. 2001.
    • (2001) IEEE Trans. Ind. Electron , vol.48 , Issue.5 , pp. 926-944
    • Wai, R.J.1
  • 24
    • 0028378348 scopus 로고
    • Petri nets for modeling of dynamic systems: A survey
    • Feb
    • R. David and H. Alla, "Petri nets for modeling of dynamic systems: A survey", Automatica, vol. 30, no. 2, pp. 175-202, Feb. 1994.
    • (1994) Automatica , vol.30 , Issue.2 , pp. 175-202
    • David, R.1    Alla, H.2
  • 25
    • 0037381472 scopus 로고    scopus 로고
    • Reinforcement learning for high-level fuzzy petri nets
    • Apr
    • V. R. L. Shen, "Reinforcement learning for high-level fuzzy petri nets", IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 33, no. 2, pp. 351-362, Apr. 2003.
    • (2003) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.33 , Issue.2 , pp. 351-362
    • Shen, V.R.L.1
  • 26
    • 33947418472 scopus 로고    scopus 로고
    • Motion control of linear induction motor via petri fuzzy-neural-network
    • Feb
    • R. J. Wai and C. C. Chu, "Motion control of linear induction motor via petri fuzzy-neural-network", IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 281-295, Feb. 2007.
    • (2007) IEEE Trans. Ind. Electron , vol.54 , Issue.1 , pp. 281-295
    • Wai, R.J.1    Chu, C.C.2
  • 27
    • 56349156595 scopus 로고    scopus 로고
    • Design of path following and obstacle avoidance strategies for automatic guided vehicle
    • M.S. thesis, Dept. Elect. Eng, Nat. Taipei Univ. Technol, Taipei, Taiwan
    • L. Yao and S. H. Zhang, "Design of path following and obstacle avoidance strategies for automatic guided vehicle", M.S. thesis, Dept. Elect. Eng., Nat. Taipei Univ. Technol., Taipei, Taiwan, 2003.
    • (2003)
    • Yao, L.1    Zhang, S.H.2
  • 28
    • 0035396496 scopus 로고    scopus 로고
    • Identification and control of rotary travelling-wave type ultrasonic motor using neural networks
    • Jul
    • F. J. Lin, R. J. Wai, and C. M. Hong, "Identification and control of rotary travelling-wave type ultrasonic motor using neural networks", IEEE Trans. Control Syst. Technol., vol. 9, no. 4, pp. 672-680, Jul. 2001.
    • (2001) IEEE Trans. Control Syst. Technol , vol.9 , Issue.4 , pp. 672-680
    • Lin, F.J.1    Wai, R.J.2    Hong, C.M.3
  • 29
    • 0034244894 scopus 로고    scopus 로고
    • Identification and control of dynamic systems using recurrent fuzzy neural network
    • Aug
    • C. H. Lee and C. C. Teng, "Identification and control of dynamic systems using recurrent fuzzy neural network", IEEE Trans. Fuzzy Syst., vol. 8, no. 4, pp. 349-366, Aug. 2000.
    • (2000) IEEE Trans. Fuzzy Syst , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.H.1    Teng, C.C.2
  • 30
    • 0035118441 scopus 로고    scopus 로고
    • Neural network-based adaptive controller design of robotic manipulators with an observer
    • Jan
    • F. Sun, Z. Sun, and P. Y. Woo, "Neural network-based adaptive controller design of robotic manipulators with an observer", IEEE Trans. Neural Netw., vol. 12, no. 1, pp. 54-67, Jan. 2001.
    • (2001) IEEE Trans. Neural Netw , vol.12 , Issue.1 , pp. 54-67
    • Sun, F.1    Sun, Z.2    Woo, P.Y.3
  • 31
    • 23044495263 scopus 로고    scopus 로고
    • Observer-based direct adaptive fuzzy-neural control for nonaffine nonlinear systems
    • Jul
    • Y. G. Leu, W. Y. Wang, and T. T. Lee, "Observer-based direct adaptive fuzzy-neural control for nonaffine nonlinear systems", IEEE Trans. Neural Netw., vol. 16, no. 4, pp. 853-861, Jul. 2005.
    • (2005) IEEE Trans. Neural Netw , vol.16 , Issue.4 , pp. 853-861
    • Leu, Y.G.1    Wang, W.Y.2    Lee, T.T.3
  • 32
    • 0003349552 scopus 로고
    • Neural Networks
    • Englewood Cliffs, NJ: Prentice-Hall
    • S. Haykin, Neural Networks: A Comprehensive Foundation. Englewood Cliffs, NJ: Prentice-Hall, 1994.
    • (1994) A Comprehensive Foundation
    • Haykin, S.1
  • 34
    • 56349136058 scopus 로고    scopus 로고
    • Sliding-mode formation control for cooperative autonomous mobile robots
    • Nov
    • M. Defoort, T. Floquet, A. Kökösy, and W. Perruquetti, "Sliding-mode formation control for cooperative autonomous mobile robots", IEEE Trans. Ind. Electron., vol. 55, no. 11, pp. 3944-3953, Nov. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.11 , pp. 3944-3953
    • Defoort, M.1    Floquet, T.2    Kökösy, A.3    Perruquetti, W.4
  • 35
    • 40449094466 scopus 로고    scopus 로고
    • Design of embedded DSP-based fuzzy controllers for autonomous mobile robots
    • Feb
    • I. Baturone, F. J. Moreno-Velo, V. Blanco, and J. Ferruz, "Design of embedded DSP-based fuzzy controllers for autonomous mobile robots", IEEE Trans. Ind. Electron., vol. 55, no. 2, pp. 928-936, Feb. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.2 , pp. 928-936
    • Baturone, I.1    Moreno-Velo, F.J.2    Blanco, V.3    Ferruz, J.4
  • 36
    • 49249108088 scopus 로고    scopus 로고
    • Following controller for autonomous mobile robots using behavioral cues
    • Aug
    • M. Chueh, Y. L. W. Au Yeung, K. C. Lei, and S. S. Joshi, "Following controller for autonomous mobile robots using behavioral cues", IEEE Trans. Ind. Electron., vol. 55, no. 8, pp. 3124-3132, Aug. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.8 , pp. 3124-3132
    • Chueh, M.1    Yeung, Y.L.W.A.2    Lei, K.C.3    Joshi, S.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.