University of Oulu

J. Markkula, K. Mikhaylov and J. Haapola, "Simulating LoRaWAN: On Importance of Inter Spreading Factor Interference and Collision Effect," 2019 IEEE International Conference on Communications (ICC), Shanghai, 2019, pp. 1-7. doi: 10.1109/ICC.2019.8761055

Simulating LoRaWAN : on importance of inter spreading factor interference and collision effect

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Author: Markkula, Juho1; Mikhaylov, Konstantin1; Haapola, Jussi1
Organizations: 1Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.4 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2019091328070
Language: English
Published: Institute of Electrical and Electronics Engineers, 2019
Publish Date: 2019-09-13
Description:

Abstract

The paper introduces a LoRaWAN simulation model implemented for the Riverbed Modeler (former OPNET modeler suite). First, the key components of the developed simulator solution are detailed. Then, the results of the simulator’s validation for several test scenarios are presented. The developed simulator is used to investigate the effect of collision models on the results of LoRaWAN performance simulation. Specifically, the three models are studied: a baseline — implying loss off all colliding packets, an intra spreading factor (SF) with capture effect, and intra/inter SF with capture effect. The simulations verify that the results of the baseline model are in line with that for pure Aloha, while the two other demonstrate up to two-three fold higher delivery ratio. The obtained results illustrate the substantial impact of the collision model on the accuracy of simulations and motivate the need for further practical studies for the collision and interference mechanisms within a LoRaWAN network. Based on the results obtained through simulations, several drawbacks related to the use of strictly periodic traffic in LoRaWAN networks are noted.

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Series: IEEE International Conference on Communications
ISSN: 1550-3607
ISSN-E: 1938-1883
ISSN-L: 1550-3607
Pages: 1 - 7
DOI: 10.1109/ICC.2019.8761055
OADOI: https://oadoi.org/10.1109/ICC.2019.8761055
Host publication: 2019 IEEE International Conference on Communications (ICC), Shanghai, China 20 – 24 May 2019 : proceedings
Type of Publication: A4 Article in conference proceedings
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Funding: This research has been partially financially supported by Academy of Finland 6Genesis Flagship (grant 318927) and partially funded by the ITEA3 project APPSTACLE (15017).
Academy of Finland Grant Number: 318927
Detailed Information: 318927 (Academy of Finland Funding decision)
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