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November 13, 2023 to November 17, 2023 - Valencia, Spain

SoftNet 2023 Congress
November 13, 2023 to November 17, 2023 - Valencia, Spain

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IARIA Congress 2023, The 2023 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications
November 13, 2023 to November 17, 2023 - Valencia, Spain

 

 


ThinkMind // UBICOMM 2022, The Sixteenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies // View article ubicomm_2022_1_20_10009


A Fog Computing Application Using Knowledge-Based Collaborative Sensors -Noise Annoyance Monitoring and Control of a Sun Tracker Use Cases

Authors:
Joaquin Canada-Bago
Jose-Angel Fernandez-Prieto
Ulrich Birkel

Keywords: Knowledge-based sensors; fog computing

Abstract:
Message Queuing Telemetry Transport (MQTT) and Constrained Application Protocol (CoAP) protocols are widely used allowing communication between Internet of Things (IoT) devices and platforms as well as device-to-device communication. However, when they are used in real applications based on Cloud Computing, different problems are observed, such as data loss, lack of security or long communication times between sensors. In this sense, Fog Computing can improve the performance of these applications. The objective of this work is to propose an application based on Fog Computing using knowledge-based devices for two real scenarios: a) control of a solar tracker and b) noise annoyance monitoring. Several experiments have been carried out in order to verify if the application and MQTT and CoAP protocols are appropriate in the system communications of both use cases. The results show that, in the case of noise annoyance monitoring application, this architecture allows reducing the errors in a satisfactory way. However, in control applications, where a communication time between sensors of less than 10 ms is required, the use of these protocols may not be adequate. For this case, an additional client-server software to the Fog Computing system has been developed to be executed in the IoT devices. Although it has lower performance than the widely used protocols, it allows the transmission time to be reduced, and can be satisfactorily applied to the control of systems, such as the control of a sun tracker.

Pages: 7 to 10

Copyright: Copyright (c) IARIA, 2022

Publication date: November 13, 2022

Published in: conference

ISSN: 2308-4278

ISBN: 978-1-61208-989-8

Location: Valencia, Spain

Dates: from November 13, 2022 to November 17, 2022

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