Intelligent Algorithms for Damage Detection in Bridges using Wireless Sensor Networks

We seek a student in to develop a Structural Health Monitoring system based on Wireless Sensor Network and Machine learning algorithms. The work will consist in the development of algorithms for damage detection in bridges using Wireless Sensor Network as data acquisition and processing units. The work will be devoted mainly to finding the best Machine Learning/Novelty Detection paradigm and damage sensitive features, given the constraints of the problem (limited processing power and connection capabilities, lack of measurements of the damaged state
for training, etc.).

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