Speech as a high level control for teleoperated manipulator arm

In this work a tele-operated system for a robot arm is designed and controlled by the operator, in witch voice control mode occur to carry out remote tasks. A voice command system for the manipulator arm is implemented as a high level control design and compared to a low level control design based on joystick. The high level control paradigm adopted is based on a spotted words recognition system using stochastic model, robust HMM (Hidden Markov Model) with Cepstral coefficients as parameters witch is used in automatic speech recognition system. To implement the approach on a real-time application, a Personal Computer USB interface was designed to transmit commands via Bluetooth components to control the movement of a Robot Arm (the TR-45). The user can control the movements of four degree of freedom (DOF) for TR-45 using a vocal phrase containing spotted words or using a joystick.

[1]  John M. O'Hara,et al.  Control device effects on telerobotic manipulator operations , 1988, Robotics Auton. Syst..

[2]  Liang Gu,et al.  Perceptual harmonic cepstral coefficients for speech recognition in noisy environment , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[3]  Lawrence R. Rabiner,et al.  A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.

[4]  M Larsson Speech control for robotic arm within rehabilitation , 1999 .

[5]  Mouldi Bedda,et al.  Recognition of Spoken Arabic Digits Using Neural Predictive Hidden Markov Models , 2004, Int. Arab J. Inf. Technol..

[6]  Masahiro Ohka,et al.  Obstacle Avoidance in Groping Locomotion of a Humanoid Robot , 2005 .

[7]  Duane T. McRuer,et al.  Human dynamics in man-machine systems , 1980, Autom..

[8]  Yuewei Dai,et al.  A secure voice communication system based on DSP , 2004, ICARCV 2004 8th Control, Automation, Robotics and Vision Conference, 2004..

[9]  Kenneth Rose,et al.  Deterministically annealed design of speech recognizers and its performance on isolated letters , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[10]  M. J. Zaman,et al.  Bluetooth technology , 2002, IEEE Students Conference, ISCON '02. Proceedings..

[11]  Pradeep K. Khosla,et al.  Towards a team of robots with reconfiguration and repair capabilities , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[12]  Juan Jesús Fernández Lozano,et al.  A medical robotic assistant for minimally invasive surgery , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[13]  Hervé Bourlard,et al.  Connectionist probability estimators in HMM speech recognition , 1994, IEEE Trans. Speech Audio Process..

[14]  Miguel A. Ferrer,et al.  Influence of initialisation and stop criteria on HMM based recognisers , 2000 .

[15]  Chatschik Bisdikian,et al.  Bluetooth Revealed: The Insider's Guide to an Open Specification for Global Wireless Communications , 2001 .