Distributed Architecture to Integrate Sensor Information: Object Recognition for Smart Cities.

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ID: 75003
2019
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Abstract
Object recognition, which can be used in processes such as reconstruction of the environment map or the intelligent navigation of vehicles, is a necessary task in smart city environments. In this paper, we propose an architecture that integrates heterogeneously distributed information to recognize objects in intelligent environments. The architecture is based on the IoT/Industry 4.0 model to interconnect the devices, which are called smart resources. smart resources can process local sensor data and offer information to other devices as a service. These other devices can be located in the same operating range (the edge), in the same intranet (the fog), or on the Internet (the cloud). smart resources must have an intelligent layer in order to be able to process the information. A system with two smart resources equipped with different image sensors is implemented to validate the architecture. Our experiments show that the integration of information increases the certainty in the recognition of objects by 2-4%. Consequently, in intelligent environments, it seems appropriate to provide the devices with not only intelligence, but also capabilities to collaborate closely with other devices.
Reference Key
pozalujan2019distributedsensors Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Poza-Lujan, Jose-Luis;Posadas-Yagüe, Juan-Luis;Simó-Ten, José-Enrique;Blanes, Francisco;
Journal sensors
Year 2019
DOI
E112
URL
Keywords
smart cities object detection distributed architectures information integration smart environment smart sensors oxidative stress noise-induced hearing loss gv1001

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