• DocumentCode
    694871
  • Title

    Intelligent surveillance robot

  • Author

    Salh, Thair Ali ; Nayef, Mustafa Zuhaer

  • Author_Institution
    Dept. of Comput. Technol. Eng., Tech. Coll. of Mosul, Mosul, Iraq
  • fYear
    2013
  • fDate
    17-18 Dec. 2013
  • Firstpage
    113
  • Lastpage
    118
  • Abstract
    Security robot has become one of the most important research topics over the past decades. A number of robots have been designed to safeguard human life and wealth. This paper focuses on design and implementation of mobile robot with three subsystems: The obstacle avoidance, face recognition and detection leakage of combustible gases. In the first subsystem, an implementation of artificial neural network on field programmable analog array has been used to control the motion of the robot. A combination of principle component analysis and linear discriminate analysis feature extraction algorithms with support vector machine classifier is used in the second schema. The third subsystem uses MQ4 sensor with addition circuit to detect the leakage of combustible gases. Finally, the MATLAB environment is used to implement the proposed subsystems and the experimental results demonstrate the efficiency and robustness of these subsystems.
  • Keywords
    collision avoidance; face recognition; feature extraction; field programmable analogue arrays; image classification; mobile robots; motion control; neural nets; principal component analysis; robot vision; robust control; support vector machines; surveillance; MATLAB environment; MQ4 sensor; artificial neural network; combustible gas leakage detection; face recognition; field programmable analog array; human life; human wealth; intelligent surveillance robot; linear discriminate analysis feature extraction algorithms; mobile robot; motion control; obstacle avoidance; principle component analysis; robustness; security robot; support vector machine classifier; Hardware; Image resolution; Neurons; Robot sensing systems; Robustness; Table lookup; Mobile robot; artificial neural network; face recognition; field programmable analog array; linear discriminate analysis; principle component analysis; support vector machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical, Communication, Computer, Power, and Control Engineering (ICECCPCE), 2013 International Conference on
  • Conference_Location
    Mosul
  • Type

    conf

  • DOI
    10.1109/ICECCPCE.2013.6998745
  • Filename
    6998745