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  • An intelligent agent system for managing heterogeneous sensors in dispersed and disparate wireless sensor network

    Author(s)
    Lee, Yong Jin
    Trevathan, Jarrod
    Atkinson, Ian
    Read, Wayne
    Griffith University Author(s)
    Trevathan, Jarrod
    Year published
    2018
    Metadata
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    Abstract
    Wireless sensor networks (WSNs) employ middleware solutions to coordinate their sensors and provide web services for managing data. Adding/configuring a new or existing sensor requires modification to the middleware and web service. To integrate hundreds of sensors with different capabilities, a system needs to support all the encodings, models and services for registering, tasking and querying sensors. We present an intelligent agent, which provides automatic semantic-based registration/configuration in a large-scale sensor observation system. The agent can react to any changes internally/externally made (i.e., adding a new ...
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    Wireless sensor networks (WSNs) employ middleware solutions to coordinate their sensors and provide web services for managing data. Adding/configuring a new or existing sensor requires modification to the middleware and web service. To integrate hundreds of sensors with different capabilities, a system needs to support all the encodings, models and services for registering, tasking and querying sensors. We present an intelligent agent, which provides automatic semantic-based registration/configuration in a large-scale sensor observation system. The agent can react to any changes internally/externally made (i.e., adding a new sensor or sending a task request to sensors/support systems). The agent makes a 'smart' decision on which system function to use by integrating a semantic representation of sensor network data including middleware and web service specifications and applying logical rules to the knowledge-base. The agent's operation is demonstrated using two real-world systems represented in RDF using a domain ontology that extends the W3C SSN-XG ontology.
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    Journal Title
    International Journal of Sensor Networks
    Volume
    27
    Issue
    3
    DOI
    https://doi.org/10.1504/IJSNET.2018.093134
    Subject
    Distributed Computing
    Communications Technologies
    Publication URI
    http://hdl.handle.net/10072/383384
    Collection
    • Journal articles

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