DocumentCode
2912238
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
fYear
2008
fDate
1-6 June 2008
Firstpage
1247
Lastpage
1251
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CEC.2008.4630956
Filename
4630956
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