Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks

Mohammad Sayad Haghighi; Kamal Mohamed-Pour; Vijay Varadharajan

doi:10.1109/LCN.2011.6115166

Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks

Mohammad Sayad Haghighi^*, Kamal Mohamed-Pour, Vijay Varadharajan

^*Corresponding author for this work

Department of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

1 Citation (Scopus)

Abstract

Instances of batch traffic can be seen in many applications. A set of sensors around the source of a sudden event which try to report it to the cluster head, and energy conserving MAC protocols in hierarchical networks with sleep-awake schedules which lead to burst traffics toward a single destination are good examples. The transient non-stationary nature of network reaction to batch arrivals has led to the development of complex models in order to estimate the network quantities of interest. In this paper, we propose a non-stationary Markov model to capture the transient characteristics of IEEE 802.15.4-based networks response to batch traffic arrivals of one-shot type. Mainly, the slotted CSMA/CA MAC protocol of the IEEE 802.15.4 standard is analyzed and the packet loss metric value is extracted from the proposed model. Extensive simulations were conducted to evaluate the accuracy of the proposed model and to compare its performance with that of the previous models.

Original language	English
Title of host publication	Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011
Editors	Tom Pfeifer, Anura Jayasumana, Nils Aschenbruck
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	117-122
Number of pages	6
ISBN (Print)	9781612849287
DOIs	https://doi.org/10.1109/LCN.2011.6115166
Publication status	Published - 2011
Event	36th Annual IEEE Conference on Local Computer Networks, LCN 2011 - Bonn, Germany Duration: 4 Oct 2011 → 7 Oct 2011

Other

Other	36th Annual IEEE Conference on Local Computer Networks, LCN 2011
Country	Germany
City	Bonn
Period	4/10/11 → 7/10/11

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10.1109/LCN.2011.6115166

Link to publication in Scopus

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Haghighi, M. S., Mohamed-Pour, K., & Varadharajan, V. (2011). Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks. In T. Pfeifer, A. Jayasumana, & N. Aschenbruck (Eds.), Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011 (pp. 117-122). [6115166] Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/LCN.2011.6115166

Haghighi, Mohammad Sayad ; Mohamed-Pour, Kamal ; Varadharajan, Vijay. / Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks. Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011. editor / Tom Pfeifer ; Anura Jayasumana ; Nils Aschenbruck. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2011. pp. 117-122

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title = "Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks",

abstract = "Instances of batch traffic can be seen in many applications. A set of sensors around the source of a sudden event which try to report it to the cluster head, and energy conserving MAC protocols in hierarchical networks with sleep-awake schedules which lead to burst traffics toward a single destination are good examples. The transient non-stationary nature of network reaction to batch arrivals has led to the development of complex models in order to estimate the network quantities of interest. In this paper, we propose a non-stationary Markov model to capture the transient characteristics of IEEE 802.15.4-based networks response to batch traffic arrivals of one-shot type. Mainly, the slotted CSMA/CA MAC protocol of the IEEE 802.15.4 standard is analyzed and the packet loss metric value is extracted from the proposed model. Extensive simulations were conducted to evaluate the accuracy of the proposed model and to compare its performance with that of the previous models.",

author = "Haghighi, {Mohammad Sayad} and Kamal Mohamed-Pour and Vijay Varadharajan",

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note = "36th Annual IEEE Conference on Local Computer Networks, LCN 2011 ; Conference date: 04-10-2011 Through 07-10-2011",

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Haghighi, MS, Mohamed-Pour, K & Varadharajan, V 2011, Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks. in T Pfeifer, A Jayasumana & N Aschenbruck (eds), Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011., 6115166, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 117-122, 36th Annual IEEE Conference on Local Computer Networks, LCN 2011, Bonn, Germany, 4/10/11. https://doi.org/10.1109/LCN.2011.6115166

Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks. / Haghighi, Mohammad Sayad; Mohamed-Pour, Kamal; Varadharajan, Vijay.

Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011. ed. / Tom Pfeifer; Anura Jayasumana; Nils Aschenbruck. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2011. p. 117-122 6115166.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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Haghighi MS, Mohamed-Pour K, Varadharajan V. Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks. In Pfeifer T, Jayasumana A, Aschenbruck N, editors, Proceedings of the 36th Annual IEEE Conference on Local Computer Networks, LCN 2011. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2011. p. 117-122. 6115166 https://doi.org/10.1109/LCN.2011.6115166

Analysis of packet loss for batch traffic arrivals in IEEE 802.15.4-based networks

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