An IoT-Based Water Level Detection System Enabling Fuzzy Logic Control and Optical Fiber Sensor
The usage of wireless sensors has become widespread for the collection of data for various Internet of Things (IoT) products. Specific wireless sensors use optical fiber technology as transmission media and lightwave signals as carriers, showing the advantages of antielectromagnetic interference, hi...
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| Veröffentlicht in: | Security and communication networks 2021-08, Vol.2021, p.1-11 |
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| creator | Zheng, Yani Dhiman, Gaurav Sharma, Ashutosh Sharma, Amit Shah, Mohd Asif |
| description | The usage of wireless sensors has become widespread for the collection of data for various Internet of Things (IoT) products. Specific wireless sensors use optical fiber technology as transmission media and lightwave signals as carriers, showing the advantages of antielectromagnetic interference, high sensitivity, and strong reliability. Hence, their application in IoT systems becomes a research hotspot. In this article, multiple optical fiber sensors are constructed as an IoT detection system, and a Transmission Control Protocol (TCP)/Internet Protocol (IP) communication stack is used for the sensor module. Furthermore, design of gateway module, data server, and monitoring module is established in order to run the data server in the Windows system and communicate across the network segments. Furthermore, the optical fiber sensor is connected to the development board with WiFi, meanwhile considering the optical fiber wireless network’s congestion problem. The fuzzy logic concept is introduced from the perspective of cache occupancy, and a fiber sensor’s network congestion control algorithm is proposed. In the experiment, the IoT detection system with multiple optical fiber sensors is used for water level detection, and the sensor’s real-time data detected by the User Interface (UI) are consistent with the feedback results. The proposed method is also compared with the SenTCP algorithm and the CODA algorithm, and it was observed that the proposed network congestion control algorithm based on the fuzzy logic can improve network throughput and reduce the network data packet loss. |
| doi_str_mv | 10.1155/2021/4229013 |
| format | Article |
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Specific wireless sensors use optical fiber technology as transmission media and lightwave signals as carriers, showing the advantages of antielectromagnetic interference, high sensitivity, and strong reliability. Hence, their application in IoT systems becomes a research hotspot. In this article, multiple optical fiber sensors are constructed as an IoT detection system, and a Transmission Control Protocol (TCP)/Internet Protocol (IP) communication stack is used for the sensor module. Furthermore, design of gateway module, data server, and monitoring module is established in order to run the data server in the Windows system and communicate across the network segments. Furthermore, the optical fiber sensor is connected to the development board with WiFi, meanwhile considering the optical fiber wireless network’s congestion problem. The fuzzy logic concept is introduced from the perspective of cache occupancy, and a fiber sensor’s network congestion control algorithm is proposed. In the experiment, the IoT detection system with multiple optical fiber sensors is used for water level detection, and the sensor’s real-time data detected by the User Interface (UI) are consistent with the feedback results. The proposed method is also compared with the SenTCP algorithm and the CODA algorithm, and it was observed that the proposed network congestion control algorithm based on the fuzzy logic can improve network throughput and reduce the network data packet loss.</description><identifier>ISSN: 1939-0114</identifier><identifier>EISSN: 1939-0122</identifier><identifier>DOI: 10.1155/2021/4229013</identifier><language>eng</language><publisher>London: Hindawi</publisher><subject>Algorithms ; Communication ; Congestion ; Control algorithms ; Control systems ; Control theory ; Fiber technology ; Fuzzy control ; Fuzzy logic ; Fuzzy sets ; Information technology ; Internet of Things ; Internet Protocol ; IP (Internet Protocol) ; Modules ; Occupancy ; Optical fibers ; Personal computers ; Sensors ; Servers ; Signal processing ; TCP/IP (protocol) ; Water levels ; Wireless networks</subject><ispartof>Security and communication networks, 2021-08, Vol.2021, p.1-11</ispartof><rights>Copyright © 2021 Yani Zheng et al.</rights><rights>Copyright © 2021 Yani Zheng et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c337t-f6b509167150a2cc16846d0d5bbaeb72c63b9e50e7c93f54b8f21339f87dec743</citedby><cites>FETCH-LOGICAL-c337t-f6b509167150a2cc16846d0d5bbaeb72c63b9e50e7c93f54b8f21339f87dec743</cites><orcidid>0000-0002-4990-5252 ; 0000-0002-6343-5197 ; 0000-0001-6164-0915 ; 0000-0001-7305-8973</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><contributor>Khan, Qaisar</contributor><contributor>Qaisar Khan</contributor><creatorcontrib>Zheng, Yani</creatorcontrib><creatorcontrib>Dhiman, Gaurav</creatorcontrib><creatorcontrib>Sharma, Ashutosh</creatorcontrib><creatorcontrib>Sharma, Amit</creatorcontrib><creatorcontrib>Shah, Mohd Asif</creatorcontrib><title>An IoT-Based Water Level Detection System Enabling Fuzzy Logic Control and Optical Fiber Sensor</title><title>Security and communication networks</title><description>The usage of wireless sensors has become widespread for the collection of data for various Internet of Things (IoT) products. 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| source | Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Wiley Online Library Open Access; Alma/SFX Local Collection |
| subjects | Algorithms Communication Congestion Control algorithms Control systems Control theory Fiber technology Fuzzy control Fuzzy logic Fuzzy sets Information technology Internet of Things Internet Protocol IP (Internet Protocol) Modules Occupancy Optical fibers Personal computers Sensors Servers Signal processing TCP/IP (protocol) Water levels Wireless networks |
| title | An IoT-Based Water Level Detection System Enabling Fuzzy Logic Control and Optical Fiber Sensor |
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