Title :
A framework for an artificial immunity and speech based navigation for mobile robots
Author :
Singh, Chigham Tejbanta ; Maulik, Ujjwal
Author_Institution :
Sikkim Manipal Inst. of Technol., Rangpo
Abstract :
In recent years speech recognition technology and immunity based algorithms have made an impact in various areas and are deployed for a wide range of applications. This paper describes a learning process of a mobile robot which takes speech input as commands and performs some navigation task through a distinct man-machine interaction with the application of the learning based on the Artificial Immune System. For this purpose a 4-channel radio controlled Wheelbot and Microsofpsilas Speech SDK for speech recognition is employed. The speech recognition system is trained to recognize defined commands and the robot has been designed to navigate based on the instruction through the Speech Commands. The position of the obstacles are learnt and avoided by the help of immune algorithm.
Keywords :
man-machine systems; mobile robots; path planning; speech recognition; telerobotics; 4-channel radio controlled wheelbot; artificial immune system; distinct man-machine interaction; immunity based algorithms; learning process; mobile robots; speech based navigation; speech commands; speech recognition technology; Evolutionary computation; Mobile robots; Navigation; Speech;
Conference_Titel :
Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1822-0
Electronic_ISBN :
978-1-4244-1823-7
DOI :
10.1109/CEC.2008.4630956