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Descripción
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| the thesis presents the self-adaptive techniques for IoT, with the aim of making the IoT resilient against node failures, from the network topology control point of view. The fuzzy-logic and proportional-integral-derivative (PID) control techniques are leveraged to improve the network connectivity of the IoT in response to node failures, meanwhile taking into consideration that the energy consumption must be preserved as much as possible. The control algorithm itself is designed to be distributed, because the centralized approaches usually are not feasible in large scale IoT deployment. The thesis involves various aspects concerning the network connectivity, including: creation and analysis of mathematical models describing the network, proposing self-adaptive control systems in response to node failures, control system parameter optimization, implementation using the software engineering approach, and evaluation in a real application. | |
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Internacional
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Si |
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ISBN
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Tipo de Tesis
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Doctoral |
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Calificación
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Sobresaliente cum laude |
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Fecha
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07/07/2015 |