Random Access for Machine-Type Communication based on Bloom Filtering

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138 Downloads (Pure)

Resumé

We present a random access method inspired on Bloom filters that is suited for Machine-Type Communications (MTC).
Each accessing device sends a signature during the contention process.
A signature is constructed using the Bloom filtering method and contains information on the device identity and the connection establishment cause.
We instantiate the proposed method over the current LTE-A access protocol.
However, the method is applicable to a more general class of random access protocols that use preambles or other reservation sequences, as expected to be the case in 5G systems.
We show that our method utilizes the system resources more efficiently and achieves similar or lower latency of connection establishment in case of synchronous arrivals, compared to the variant of the LTE-A access protocol that is optimized for MTC traffic.
A dividend of the proposed method is that allows the base station (BS) to acquire the device identity and the connection establishment cause already in the initial phase of the connection establishment, thereby enabling their differentiated treatment by the BS.
OriginalsprogEngelsk
TitelGlobal Communications Conference (GLOBECOM), 2016 IEEE
Antal sider7
ForlagIEEE
Publikationsdato2016
ISBN (Elektronisk)978-1-5090-1328-9
DOI
StatusUdgivet - 2016
BegivenhedIEEE GLOBECOM 2016 - Washington, DC, USA
Varighed: 4 dec. 20168 dec. 2016
http://globecom2016.ieee-globecom.org/

Konference

KonferenceIEEE GLOBECOM 2016
LandUSA
ByWashington, DC
Periode04/12/201608/12/2016
Internetadresse
NavnGlobecom. I E E E Conference and Exhibition
ISSN1930-529X

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Base stations
Communication
Telecommunication traffic

Citer dette

Pratas, N., Stefanovic, C., Madueño, G. C., & Popovski, P. (2016). Random Access for Machine-Type Communication based on Bloom Filtering. I Global Communications Conference (GLOBECOM), 2016 IEEE IEEE. Globecom. I E E E Conference and Exhibition https://doi.org/10.1109/GLOCOM.2016.7842195
Pratas, Nuno ; Stefanovic, Cedomir ; Madueño, Germán Corrales ; Popovski, Petar. / Random Access for Machine-Type Communication based on Bloom Filtering. Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE, 2016. (Globecom. I E E E Conference and Exhibition).
@inproceedings{4d13fe2667c5453dab8c5ca158f12ef8,
title = "Random Access for Machine-Type Communication based on Bloom Filtering",
abstract = "We present a random access method inspired on Bloom filters that is suited for Machine-Type Communications (MTC).Each accessing device sends a signature during the contention process.A signature is constructed using the Bloom filtering method and contains information on the device identity and the connection establishment cause.We instantiate the proposed method over the current LTE-A access protocol.However, the method is applicable to a more general class of random access protocols that use preambles or other reservation sequences, as expected to be the case in 5G systems.We show that our method utilizes the system resources more efficiently and achieves similar or lower latency of connection establishment in case of synchronous arrivals, compared to the variant of the LTE-A access protocol that is optimized for MTC traffic.A dividend of the proposed method is that allows the base station (BS) to acquire the device identity and the connection establishment cause already in the initial phase of the connection establishment, thereby enabling their differentiated treatment by the BS.",
author = "Nuno Pratas and Cedomir Stefanovic and Madue{\~n}o, {Germ{\'a}n Corrales} and Petar Popovski",
year = "2016",
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Pratas, N, Stefanovic, C, Madueño, GC & Popovski, P 2016, Random Access for Machine-Type Communication based on Bloom Filtering. i Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE, Globecom. I E E E Conference and Exhibition, Washington, DC, USA, 04/12/2016. https://doi.org/10.1109/GLOCOM.2016.7842195

Random Access for Machine-Type Communication based on Bloom Filtering. / Pratas, Nuno; Stefanovic, Cedomir; Madueño, Germán Corrales; Popovski, Petar.

Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE, 2016. (Globecom. I E E E Conference and Exhibition).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

TY - GEN

T1 - Random Access for Machine-Type Communication based on Bloom Filtering

AU - Pratas, Nuno

AU - Stefanovic, Cedomir

AU - Madueño, Germán Corrales

AU - Popovski, Petar

PY - 2016

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N2 - We present a random access method inspired on Bloom filters that is suited for Machine-Type Communications (MTC).Each accessing device sends a signature during the contention process.A signature is constructed using the Bloom filtering method and contains information on the device identity and the connection establishment cause.We instantiate the proposed method over the current LTE-A access protocol.However, the method is applicable to a more general class of random access protocols that use preambles or other reservation sequences, as expected to be the case in 5G systems.We show that our method utilizes the system resources more efficiently and achieves similar or lower latency of connection establishment in case of synchronous arrivals, compared to the variant of the LTE-A access protocol that is optimized for MTC traffic.A dividend of the proposed method is that allows the base station (BS) to acquire the device identity and the connection establishment cause already in the initial phase of the connection establishment, thereby enabling their differentiated treatment by the BS.

AB - We present a random access method inspired on Bloom filters that is suited for Machine-Type Communications (MTC).Each accessing device sends a signature during the contention process.A signature is constructed using the Bloom filtering method and contains information on the device identity and the connection establishment cause.We instantiate the proposed method over the current LTE-A access protocol.However, the method is applicable to a more general class of random access protocols that use preambles or other reservation sequences, as expected to be the case in 5G systems.We show that our method utilizes the system resources more efficiently and achieves similar or lower latency of connection establishment in case of synchronous arrivals, compared to the variant of the LTE-A access protocol that is optimized for MTC traffic.A dividend of the proposed method is that allows the base station (BS) to acquire the device identity and the connection establishment cause already in the initial phase of the connection establishment, thereby enabling their differentiated treatment by the BS.

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BT - Global Communications Conference (GLOBECOM), 2016 IEEE

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Pratas N, Stefanovic C, Madueño GC, Popovski P. Random Access for Machine-Type Communication based on Bloom Filtering. I Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE. 2016. (Globecom. I E E E Conference and Exhibition). https://doi.org/10.1109/GLOCOM.2016.7842195