A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks

Hamideh Hajizadeh; Majid Nabi; Rasool Tavakoli; Kees Goossens

doi:10.1109/PIMRC.2019.8904420

A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks

Hamideh Hajizadeh, Majid Nabi, Rasool Tavakoli, Kees Goossens

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

4 Citaten (Scopus)

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The IEEE 802.15.4 Time-Slotted Channel Hopping (TSCH) protocol has received considerable attention in many industrial applications. However, analytical models for fast performance estimation of TSCH-based networks by considering the interaction between Medium Access Control (MAC) and Physical (PHY) layers is an open problem. In this paper, we propose a stochastic model for performance analysis of TSCH-based networks including dedicated and shared links with non-ideal wireless link properties. The proposed model is scalable and is able to evaluate the MAC performance of a large-scale network quickly. The developed model is verified by simulations and real-world experiments. The results confirm the accuracy of the proposed model for large-scale networks with orders of magnitude faster execution compared to the existing model in the literature. This confirms the speed and scalability of the model, which makes it a perfect tool for network design and optimization.

Originele taal-2	Engels
Titel	2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Aantal pagina's	7
ISBN van elektronische versie	9781538681107
DOI's	https://doi.org/10.1109/PIMRC.2019.8904420
Status	Gepubliceerd - sep. 2019
Evenement	30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019 - Istanbul, Turkije Duur: 8 sep. 2019 → 11 sep. 2019

Congres

Congres	30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019
Land/Regio	Turkije
Stad	Istanbul
Periode	8/09/19 → 11/09/19

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@inproceedings{1183d309a8ed42e696c90235542883d7,

title = "A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks",

abstract = "The IEEE 802.15.4 Time-Slotted Channel Hopping (TSCH) protocol has received considerable attention in many industrial applications. However, analytical models for fast performance estimation of TSCH-based networks by considering the interaction between Medium Access Control (MAC) and Physical (PHY) layers is an open problem. In this paper, we propose a stochastic model for performance analysis of TSCH-based networks including dedicated and shared links with non-ideal wireless link properties. The proposed model is scalable and is able to evaluate the MAC performance of a large-scale network quickly. The developed model is verified by simulations and real-world experiments. The results confirm the accuracy of the proposed model for large-scale networks with orders of magnitude faster execution compared to the existing model in the literature. This confirms the speed and scalability of the model, which makes it a perfect tool for network design and optimization.",

keywords = "Analytical model, IEEE 802.15.4, Performance evaluation, Time-slotted channel hopping, TSCH",

author = "Hamideh Hajizadeh and Majid Nabi and Rasool Tavakoli and Kees Goossens",

year = "2019",

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doi = "10.1109/PIMRC.2019.8904420",

language = "English",

booktitle = "2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019 ; Conference date: 08-09-2019 Through 11-09-2019",

}

Hajizadeh, H , Nabi, M, Tavakoli, R & Goossens, K 2019, A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks. in 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019., 8904420, Institute of Electrical and Electronics Engineers, Piscataway, 30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019, Istanbul, Turkije, 8/09/19. https://doi.org/10.1109/PIMRC.2019.8904420

A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks. / Hajizadeh, Hamideh ; Nabi, Majid; Tavakoli, Rasool et al.
2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019. Piscataway: Institute of Electrical and Electronics Engineers, 2019. 8904420.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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AU - Hajizadeh, Hamideh

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AU - Tavakoli, Rasool

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PY - 2019/9

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N2 - The IEEE 802.15.4 Time-Slotted Channel Hopping (TSCH) protocol has received considerable attention in many industrial applications. However, analytical models for fast performance estimation of TSCH-based networks by considering the interaction between Medium Access Control (MAC) and Physical (PHY) layers is an open problem. In this paper, we propose a stochastic model for performance analysis of TSCH-based networks including dedicated and shared links with non-ideal wireless link properties. The proposed model is scalable and is able to evaluate the MAC performance of a large-scale network quickly. The developed model is verified by simulations and real-world experiments. The results confirm the accuracy of the proposed model for large-scale networks with orders of magnitude faster execution compared to the existing model in the literature. This confirms the speed and scalability of the model, which makes it a perfect tool for network design and optimization.

AB - The IEEE 802.15.4 Time-Slotted Channel Hopping (TSCH) protocol has received considerable attention in many industrial applications. However, analytical models for fast performance estimation of TSCH-based networks by considering the interaction between Medium Access Control (MAC) and Physical (PHY) layers is an open problem. In this paper, we propose a stochastic model for performance analysis of TSCH-based networks including dedicated and shared links with non-ideal wireless link properties. The proposed model is scalable and is able to evaluate the MAC performance of a large-scale network quickly. The developed model is verified by simulations and real-world experiments. The results confirm the accuracy of the proposed model for large-scale networks with orders of magnitude faster execution compared to the existing model in the literature. This confirms the speed and scalability of the model, which makes it a perfect tool for network design and optimization.

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A scalable and fast model for performance analysis of IEEE 802.15.4 TSCH networks

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