Controlling a robot manipulator with fuzzy voice commands using a probabilistic neural network

Neural Computing and Applications

Volumn 16, Issue 2, 2007, Pages 155-166

  Jayawardena, Chandimal ^a   Watanabe, Keigo ^a   Izumi, Kiyotaka ^a  

^a SAGA UNIVERSITY   (Japan)

Author keywords

Coach player system; Natural language commands; PNN; Sub coach; Subjective decisions

Indexed keywords

EID: 33847301963     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-006-0056-8     Document Type: Article

References (28)

1. Menzel P, D'Aluisio F (2000) Robosapiens. The MIT Press, UK, London
2. Pineau J, Montemerlo M, Pollack M, Roy N, Thrun S (2003) Towards robotic assistants in nursing homes: challenges and results. Rob Auton Syst 42(3-4):271-281
3. Fong T, Nourbakhsh I, Dautenhahn K (2003) A survey of socially interactive robots. Rob Auton Syst 42:143-166
4. Oates T, Schmill MD, Cohen PR (2000) A method for clustering the experience of a mobile robot that accord with human judgement. In: Proceedings of the seventh national conference on artificial intelligence:846-851
5. Roy D (2003) Grounded spoken language acquisition: experiments in word learning. IEEE Trans on Multimedia 5(2): 197-209
6. Roy D, Hsio K, Mavridis N (2004) Mental imagery for a conversational robot. IEEE Trans Syst Man Cybern B Cybern 34(3):1374-1383
7. Ballard DH, Chen Y (2003) A multimodal learning interface for word acquisition. Proc IEEE Int Conf Acoust Speech Signal Processing 5:784-787
8. Chen Y, Ballard DH (2004) A multimodal learning interface for grounding spoken language in sensory perceptions. ACM Trans Appl Perceptions 1(1):57-80
9. Lin CT, Kan MC (1998) Adaptive fuzzy command acquisition with reinforcement learning. IEEE Trans Fuzzy Syst 6(1):102-121
10. Pulasinghe K, Watanabe K, Izumi K, Kiguchi K (2004) A modular fuzzy-neuro controller driven by spoken language commands. IEEE Trans Syst Man Cybern B Cybern 34(1):293-302
11. Chatterjee A, Pulasinghe K, Watanabe K, Izumi K (2005) A particle-swarm-optimized fuzzy-neural network for voice-controlled robot systems. IEEE Trans Ind Electron 52(6); 1478-1489
12. Pulasinghe K, Watanabe K, Izumi K, Kiguchi K (2003) Control of redundant manipulators by fuzzy linguistic commands. In: Proceedings of the SICE annual conference, Fukui, Japan:2819-2824
13. Jayawardena C, Watanabe K, Izumi K (2004) Knowledge acquisition by a sub-coach in a coach-player system for controlling a robot. In: Proceedings of the 4th international conference on advanced mechatronics, Hokkaido, Japan:601-606
14. Jayawardena C, Watanabe K, Izumi K (2004) Probabilistic neural network based learning from fuzzy voice commands for controlling a robot. In: Proceedings of the international conference on control, automation, and systems, Bangkok, Thailand:2011-2016
15. Jayawardena C, Watanabe K, Izumi K (2004) Intelligent subcoach construction in a fuzzy coach-player system for controlling a robot manipulator. In: Proceedings of the joint 2nd international conference on soft computing and intelligent systems and 5th international symposium on advanced intelligent systems (SCIS & ISIS 2004), Yokohama, Japan:CD-ROM
16. Rade L, Westergren B (1999) Mathematics Handbook for Science and Engineering. 4th edn. Springer, Berlin Heidelberg New York
17. Lee CC (1990) Fuzzy logic in control systems: fuzzy logic controller, Part I. IEEE Trans on Systems, Man and Cybernetics 20(2):404-418
18. Lee CC (1990) Fuzzy logic in control systems: fuzzy logic controller, Part II. IEEE Trans on Systems, Man and Cybernetics 20(2):419-435
19. Mitubishi Heavy Industries Ltd., PA-10 portable general purpose intelligent arm programming manual - rev. 1
20. Specht DF (1990) Probabilistic neural networks. Neural Networks 3(1): 109-118
21. Raghu PP, Yegnanarayana B (1998) Supervised texture classification using a probabilistic neural network and constraint satisfaction model. IEEE Trans on Neural Networks 9(3):516-522
22. Ganchev T, Fakotakis N, Kokkinakis G (2003) Impostor modeling techniques for speaker verification based on probabilistic neural networks. In: Proceedings of IASTED international conference on signal processing, pattern recognition, and applications, Rhodes, Greece:185-190
23. Ganchev T, Fakotakis N, Kokkinakis G (2003) Locally recurrent probabilistic neural networks for text independent speaker verification. Proc of the EuroSpeech 3:1673-1676
24. Romero RD, Touretzky DS, Thibadeau RH (1997) Optical Chinese character recognition using probabilistic neural networks. Pattern Recognition 30(8); 1279-1292
25. Musavi MT, Chan KH, Hummels DM, Kalantri K (1994) On the generalization ability of neural-network classifier. IEEE Trans on Pattern Analysis and Machine Intelligence 16(6):659-663
26. Duda RO, Hart PE, Stork DO (2004) Pattern classification. 2nd edn. Wiley, New York
27. Mao KZ, Tan K.C, Ser W (2000) Probabilistic neural-network structure determination for pattern classification. IEEE Trans on Neural Networks 11 (4): 1009-1016
28. Burrascano P (1991) Learning vector quantization for the probabilistic neural network. IEEE Trans on Neural Networks 2(4):458-461