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Development of a new method of crack modeling and prediction algorithm

Aibinu, Abiodun Musa and Shafie, Amir Akramin and Salami, Momoh Jimoh Emiyoka and Salami, Abdulazeez F. and Bamgbopa, I. A. and Lawal, Wahab Adetunji (2008) Development of a new method of crack modeling and prediction algorithm. In: Proceedings of the 3 rd International Conference on Mechatronics (ICOM’08), 18–20 December 2008, Kuala Lumpur, Malaysia.

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Abstract

In this report, the well known parametric method of signals and systems representation is extended to modeling and prediction of cracks on building and road surfaces. Also, a new algorithm based on complex value autoregressive neural network with split linear activation function for the determination of Complex-Value Autoregressive Moving average (CARMA) coefficients is also proposed in this report. Furthermore, mathematical derivation and detail analysis of the proposed CARMA based Complex-Value Neural Network (CVNN) algorithm is also discussed in this work.

Item Type: Conference or Workshop Item (Full Paper)
Additional Information: 6472/4044
Subjects: T Technology > T Technology (General) > T173.2 Technological change
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Abiodun Musa Aibinu
Date Deposited: 11 Jun 2012 14:48
Last Modified: 11 Jun 2012 14:48
URI: http://irep.iium.edu.my/id/eprint/4044

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