ADR-Lite : a low-complexity adaptive data rate scheme for the LoRa network |
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Author: | Serati, Reza1; Teymuri, Benyamin1; Anagnostopoulos, Nikolaos Athanasios2; |
Organizations: |
1Department of Computer Engineering, Amirkabir University of Technology, Tehran, Iran 2Faculty of Computer Science and Mathematics, University of Passau, Passau, Germany 3Centre for Wireless Communications, University of Oulu, Finland |
Format: | article |
Version: | accepted version |
Access: | open |
Online Access: | PDF Full Text (PDF, 0.9 MB) |
Persistent link: | http://urn.fi/urn:nbn:fi-fe202301162908 |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers,
2022
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Publish Date: | 2023-01-16 |
Description: |
AbstractThe long-range and low energy consumption re-quirements in Internet of Things (IoT) applications have led to a new wireless communication technology known as Low Power Wide Area Network (LPWANs). In recent years, the Long Range (LoRa) protocol has gained a lot of attention as one of the most promising technologies in LPWAN. Choosing the right combination of transmission parameters is a major challenge in the LoRa networks. In LoRa, an Adaptive Data Rate (ADR) mechanism is executed to configure each End Device’s (ED) trans-mission parameters, resulting in improved performance metrics. In this paper, we propose a link-based ADR approach that aims to configure the transmission parameters of EDs by making a decision without taking into account the history of the last received packets, resulting in a relatively low space complexity approach. In this study, we present four different scenarios for assessing performance, including a scenario where mobile EDs are considered. Our simulation results show that in a mobile scenario with high channel noise, our proposed algorithm’s Packet Delivery Ratio (PDR) is 2.8 times outperforming the original ADR and 1.35 times that of other relevant algorithms. see all
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Series: |
IEEE International Conference on Wireless and Mobile Computing, Networking, and Communications |
ISSN: | 2160-4886 |
ISSN-E: | 2160-4894 |
ISSN-L: | 2160-4886 |
ISBN: | 978-1-6654-6975-3 |
ISBN Print: | 978-1-6654-6976-0 |
Pages: | 296 - 301 |
DOI: | 10.1109/wimob55322.2022.9941614 |
OADOI: | https://oadoi.org/10.1109/wimob55322.2022.9941614 |
Host publication: |
2022 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) |
Conference: |
IEEE International Conference on Wireless and Mobile Computing, Networking and Communications |
Type of Publication: |
A4 Article in conference proceedings |
Field of Science: |
213 Electronic, automation and communications engineering, electronics |
Subjects: | |
Funding: |
This research was supported in part by the German Research Foundation – Deutsche Forschungsgemeinschaft (DFG), as part of Project 439892735 of the Priority Program 2253, and in part by the University of Oulu and the Academy of Finland Profi6 336449. |
Copyright information: |
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