Adding Redundancy to LoRaWAN for Emergency Communications at the Factory Floor
Wireless communications may be the key solution to satisfy mobility, flexibility, and scalability requirements of the Internet of Things. Particularly, the low power wide area networks, operating in unlicensed bands, are promising because they permit both private and public backends. Unfortunately,...
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Veröffentlicht in: | IEEE transactions on industrial informatics 2022-10, Vol.18 (10), p.7332-7340 |
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creator | Sisinni, Emiliano Carvalho, Dhiego Fernandes Ferrari, Paolo Flammini, Alessandra Gidlund, Mikael |
description | Wireless communications may be the key solution to satisfy mobility, flexibility, and scalability requirements of the Internet of Things. Particularly, the low power wide area networks, operating in unlicensed bands, are promising because they permit both private and public backends. Unfortunately, their target applications are situations where sporadic transmissions are tolerated. They could not fit scenarios in which high reliability and short round trip time are required. In this article, the LoRaWAN solution is considered for managing emergency and alarm communications. Reliability and timeliness limits have been overcome by jointly using a message replication scheme with variable payload length together with low-cost repeaters. Experiments have been carried out in both fixed and low-speed mobility scenarios (with an interfering traffic of 95 message/h, generated by regular LoRaWAN colocated network). Results, in the former case, show that the success probability of confirmed messages is 100%, the 99.6% of the available data are delivered to the backend, and the average delay decreases by 150 ms. When mobility is considered (e.g., for an automatic guided vehicle use case) results confirm significant improvements for both the transaction success ratio and the data extraction rate that significantly increase up to 95% and 87%, respectively. On the contrary, the overall average delay is not always reduced. |
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Particularly, the low power wide area networks, operating in unlicensed bands, are promising because they permit both private and public backends. Unfortunately, their target applications are situations where sporadic transmissions are tolerated. They could not fit scenarios in which high reliability and short round trip time are required. In this article, the LoRaWAN solution is considered for managing emergency and alarm communications. Reliability and timeliness limits have been overcome by jointly using a message replication scheme with variable payload length together with low-cost repeaters. Experiments have been carried out in both fixed and low-speed mobility scenarios (with an interfering traffic of 95 message/h, generated by regular LoRaWAN colocated network). Results, in the former case, show that the success probability of confirmed messages is 100%, the 99.6% of the available data are delivered to the backend, and the average delay decreases by 150 ms. When mobility is considered (e.g., for an automatic guided vehicle use case) results confirm significant improvements for both the transaction success ratio and the data extraction rate that significantly increase up to 95% and 87%, respectively. On the contrary, the overall average delay is not always reduced.</description><identifier>ISSN: 1551-3203</identifier><identifier>ISSN: 1941-0050</identifier><identifier>EISSN: 1941-0050</identifier><identifier>DOI: 10.1109/TII.2021.3124054</identifier><identifier>CODEN: ITIICH</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Automated guided vehicles ; Data mining ; Downlink ; Emergency management ; Floors ; industrial automation ; Industry 4.0 ; Internet of Things ; LoRaWAN ; Low speed ; Protocols ; Redundancy ; Reliability ; Repeaters ; Traffic speed ; Uplink ; Wide area networks ; Wireless communication ; Wireless communications ; Wireless sensor networks</subject><ispartof>IEEE transactions on industrial informatics, 2022-10, Vol.18 (10), p.7332-7340</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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Particularly, the low power wide area networks, operating in unlicensed bands, are promising because they permit both private and public backends. Unfortunately, their target applications are situations where sporadic transmissions are tolerated. They could not fit scenarios in which high reliability and short round trip time are required. In this article, the LoRaWAN solution is considered for managing emergency and alarm communications. Reliability and timeliness limits have been overcome by jointly using a message replication scheme with variable payload length together with low-cost repeaters. Experiments have been carried out in both fixed and low-speed mobility scenarios (with an interfering traffic of 95 message/h, generated by regular LoRaWAN colocated network). Results, in the former case, show that the success probability of confirmed messages is 100%, the 99.6% of the available data are delivered to the backend, and the average delay decreases by 150 ms. When mobility is considered (e.g., for an automatic guided vehicle use case) results confirm significant improvements for both the transaction success ratio and the data extraction rate that significantly increase up to 95% and 87%, respectively. On the contrary, the overall average delay is not always reduced.</description><subject>Automated guided vehicles</subject><subject>Data mining</subject><subject>Downlink</subject><subject>Emergency management</subject><subject>Floors</subject><subject>industrial automation</subject><subject>Industry 4.0</subject><subject>Internet of Things</subject><subject>LoRaWAN</subject><subject>Low speed</subject><subject>Protocols</subject><subject>Redundancy</subject><subject>Reliability</subject><subject>Repeaters</subject><subject>Traffic speed</subject><subject>Uplink</subject><subject>Wide area networks</subject><subject>Wireless communication</subject><subject>Wireless communications</subject><subject>Wireless sensor networks</subject><issn>1551-3203</issn><issn>1941-0050</issn><issn>1941-0050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kMFLwzAYxYMoOKd3wUvAc-eXpE2b45ibDsaEMfUY0jSdGWszkxbZf29Lx07fB-_3Ho-H0COBCSEgXrbL5YQCJRNGaAxJfIVGRMQkAkjguvuThESMArtFdyHsAVgKTIzQeloUtt7hjSnaulC1PuHG4ZXbqO_pGpfO43ll_M70wsxVVVtbrRrr6oBVg5sfgxdKN86f8OLgnL9HN6U6BPNwvmP0uZhvZ-_R6uNtOZuuIs2oaCItRMp4KjThhuddXR4rmokiFVxwnkFuaMxSIjo5zxRoE8clzwqmM5IKxjUbo2jIDX_m2Oby6G2l_Ek6ZeWr_ZpK53eysm0t-xza8c8Df_TutzWhkXvX-rqrKCnPspQQBqyjYKC0dyF4U15yCch-ZdmtLPuV5XnlzvI0WKwx5oKLRIiEJuwfTgZ2bg</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Sisinni, Emiliano</creator><creator>Carvalho, Dhiego Fernandes</creator><creator>Ferrari, Paolo</creator><creator>Flammini, Alessandra</creator><creator>Gidlund, Mikael</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Automated guided vehicles Data mining Downlink Emergency management Floors industrial automation Industry 4.0 Internet of Things LoRaWAN Low speed Protocols Redundancy Reliability Repeaters Traffic speed Uplink Wide area networks Wireless communication Wireless communications Wireless sensor networks |
title | Adding Redundancy to LoRaWAN for Emergency Communications at the Factory Floor |
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