Collision and packet loss analysis in a LoRaWAN network. Ferre, G. In 2017 25th European Signal Processing Conference (EUSIPCO), pages 2586-2590, Aug, 2017. Paper doi abstract bibtex Internet of things (IoT) is considered as the next technological revolution. Therefore, many solutions are developed either in free, i.e. ISM bands or in non free bands with the ultimate aim of affording connectivity over several kilometers. Based on this feature, in urban environment the density of IoT devices will be extremely high. In this paper we propose to analyze the collision and packet loss when LoRaWAN is considered. Based on the LoRaWAN features, we develop closed-form expressions of collision and packet loss probabilities. Simulation results confirm our theoretical developments. We also show that our theoretical expressions are more accurate than the Poisson distributed process to describe the collisions.
@InProceedings{8081678,
author = {G. Ferre},
booktitle = {2017 25th European Signal Processing Conference (EUSIPCO)},
title = {Collision and packet loss analysis in a LoRaWAN network},
year = {2017},
pages = {2586-2590},
abstract = {Internet of things (IoT) is considered as the next technological revolution. Therefore, many solutions are developed either in free, i.e. ISM bands or in non free bands with the ultimate aim of affording connectivity over several kilometers. Based on this feature, in urban environment the density of IoT devices will be extremely high. In this paper we propose to analyze the collision and packet loss when LoRaWAN is considered. Based on the LoRaWAN features, we develop closed-form expressions of collision and packet loss probabilities. Simulation results confirm our theoretical developments. We also show that our theoretical expressions are more accurate than the Poisson distributed process to describe the collisions.},
keywords = {Internet of Things;Poisson distribution;probability;wide area networks;theoretical expressions;theoretical developments;packet loss probabilities;closed-form expressions;IoT devices;urban environment the density;nonfree bands;ISM bands;technological revolution;LoRaWAN network;packet loss analysis;collisions;Poisson distributed process;Internet of things;Chirp;Logic gates;Packet loss;Uplink;Atmospheric modeling;Modulation},
doi = {10.23919/EUSIPCO.2017.8081678},
issn = {2076-1465},
month = {Aug},
url = {https://www.eurasip.org/proceedings/eusipco/eusipco2017/papers/1570347606.pdf},
}
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