Browsing by Author "Kululanga, Grant K."

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An overview of the neural network based technique for monitoring of road condition via reconstructe4d road profiles

Ngwangwa, Harry Magadhlela; Heyns, P.S. (Philippus Stephanus); Labuschagne, F.J.J. (Kobus); Kululanga, Grant K. (SATC, 2008-07)

Paper presented at the 27th Annual Southern African Transport Conference 7 - 11 July 2008 "Partnership for research and progress in transportation", CSIR International Convention Centre, Pretoria, South Africa.
Reconstruction of road defects and road roughness classification using vehicle responses with artificial neural networks simulation

Ngwangwa, Harry Magadhlela; Heyns, P.S. (Philippus Stephanus); Labuschagne, F.J.J. (Kobus); Kululanga, Grant K. (Elsevier, 2010-04)

The road damage assessment methodology in this paper utilizes an artificial neural network that reconstructs road surface profiles from measured vehicle accelerations. The paper numerically demonstrates the capabilities ...

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