Quality of Information aware LoRaWAN for mobile Nodes
- Long Range Wide Area Network (LoRaWAN) operates in the ISM band with 868 MHz, where the Time on Air (ToA) is regulated in the EU to 1 %. LoRaWAN nodes use the Adaptive Data Rate (ADR) algorithm to adapt their data rates during operation. The standard ADR algorithm works well with stationary nodes, however is very slow in the adaptation for mobile nodes. This paper introduces a new ADR algorithm for LoRaWAN that is supported by higher level meta-data for sensor streams, namely Quality of Information (QoI). With the help of QoI it is possible to provide additional information to the new ADR algorithm, reducing the convergence time and thus improving the Packet Delivery Ratio (PDR) of data from mobile sensor nodes. The new algorithm requires only modifications on network server side and keeps backwards compatibility with LoRaWAN nodes. Results show a significant better PDR compared to the standard ADR in scenarios with a limited number of mobile nodes.
| Author: | Thorben Iggena, Anas Bin MuslimORCiD, Marten Fischer, Ralf TönjesORCiD |
|---|---|
| Title (English): | Quality of Information aware LoRaWAN for mobile Nodes |
| URL: | https://ieeexplore.ieee.org/document/9657185 |
| Publisher: | VDE Verlag GMBH |
| Place of publication: | Berlin |
| Document Type: | Conference Proceeding |
| Language: | English |
| Year of Completion: | 2021 |
| electronic ID: | Zur Anzeige in scinos |
| Release Date: | 2024/04/09 |
| Tag: | Dynamic Adaptation; LoRaWAN; Mobility; Reliable Communication |
| First Page: | 81 |
| Last Page: | 86 |
| Note: | Mobile Communication - Technologies and Applications; 25th ITG-Symposium 3-4 Nov. 2021, Osnabrück Zugriff im Hochschulnetz |
| Faculties: | Fakultät IuI |
| DDC classes: | 000 Allgemeines, Informatik, Informationswissenschaft / 004 Informatik |
| Review Status: | Veröffentlichte Fassung/Verlagsversion |