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Delay and Energy Consumption Analysis of Frame Slotted ALOHA variants for Massive Data Collection in Internet-of-Things Scenarios

Authors: Francisco Vázquez-Gallego; Pere Tuset-Peiró; Luis Alonso; Jesus Alonso-Zarate;

Delay and Energy Consumption Analysis of Frame Slotted ALOHA variants for Massive Data Collection in Internet-of-Things Scenarios

Abstract

This paper models and evaluates three FSA-based (Frame Slotted ALOHA) MAC (Medium Access Control) protocols, namely, FSA-ACK (FSA with ACKnowledgements), FSA-FBP (FSA with FeedBack Packets) and DFSA (Dynamic FSA). The protocols are modeled using an AMC (Absorbing Markov Chain), which allows to derive analytic expressions for the average packet delay, as well as the energy consumption of both the network coordinator and the end-devices. The results, based on computer simulations, show that the analytic model is accurate and outline the benefits of DFSA. In terms of delay, DFSA provides a reduction of 17% (FSA-FBP) and 32% (FSA-ACK), whereas in terms of energy consumption DFSA provides savings of 23% (FSA-FBP) and 28% (FSA-ACK) for the coordinator and savings of 50% (FSA-FBP) and 24% (FSA-ACK) for end-devices. Finally, the paper provides insights on how to configure each FSA variant depending on the network parameters, i.e., depending on the number of end-devices, to minimize delay and energy expenditure. This is specially interesting for massive data collection in IoT (Internet-of-Things) scenarios, which typically rely on FSA-based protocols and where the operation has to be optimized to support a large number of devices with stringent energy consumption requirements.

Country
Spain
Keywords

Technology, frame slotted ALOHA, Internet of Things, Energy Consumption, retraso, recopilación de datos, Computer network protocols, consum energètic, control de acceso al medio, Massive Communication, Biology (General), Àrees temàtiques de la UPC::Enginyeria de la telecomunicació, Delay, Data Collection, T, Physics, frame Aloha ranurat, medium access control, :Enginyeria de la telecomunicació [Àrees temàtiques de la UPC], Engineering (General). Civil engineering (General), Data warehousing, Chemistry, internet de las cosas, Internet-of-Things, Data collection, Gestor de datos, TA1-2040, Protocols de xarxes d'ordinadors, Internet of things, internet de les coses, control d'accés al mitjà, data collection, Internet de les coses, QH301-705.5, delay, QC1-999, comunicación masiva, recopilació de dades, frame slotted aloha, energy consumption, comunicació massiva, Massive communication, internet-of-things, massive communication, QD1-999, frame Aloha ranurado, consumo energético, Medium Access Control, internet of things, Gestor de dades, Energy consumption, retard, Frame Slotted ALOHA

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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