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On Receiver Diversity for Grant-Free based Machine Type Communications

Formaggio, Francesco and Munari, Andrea and Clazzer, Federico (2020) On Receiver Diversity for Grant-Free based Machine Type Communications. Ad Hoc Networks. Elsevier. doi: 10.1016/j.adhoc.2020.102245. ISSN 1570-8705.

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Abstract

Grant-free access schemes are steadily gaining momentum for emerging machine type communications and internet of things applications. Relying on variations of the classical ALOHA protocol to allow a vast population of users share a common channel in an uncoordinated fashion, these solutions have recently been embedded in international standards as well as proprietary commercial products. In this context, the use of multiple low-complexity receivers that act as relays, collecting packets from users and forwarding them towards a central unit represents an interesting approach to increase the efficiency of the system, which finds natural application in both terrestrial and non-terrestrial settings. To gain insights on the potential of such a configuration, this paper investigates a two-tier slotted ALOHA system under an erasure channel model. Closed form expressions for both end-to-end throughput and packet loss rate are derived for an arbitrary number of receivers, and the role of correlation among wireless channels connecting users to relays is thoroughly discussed. Non-trivial tradeoffs and systems design hints are highlighted, pinpointing some fundamental benefits and limitations of receiver diversity for grant-free based machine type communications.

Item URL in elib:https://elib.dlr.de/135510/
Document Type:Article
Title:On Receiver Diversity for Grant-Free based Machine Type Communications
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Formaggio, Francescoformaggiof (at) dei.unipd.itUNSPECIFIEDUNSPECIFIED
Munari, AndreaAndrea.Munari (at) dlr.dehttps://orcid.org/0000-0003-1506-2792UNSPECIFIED
Clazzer, Federicofederico.clazzer (at) dlr.dehttps://orcid.org/0000-0002-9688-2436UNSPECIFIED
Date:13 June 2020
Journal or Publication Title:Ad Hoc Networks
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.1016/j.adhoc.2020.102245
Publisher:Elsevier
ISSN:1570-8705
Status:Published
Keywords:Machine-type communications, Grant free, Slotted ALOHA, Modern random access, Receiver diversity
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Communication and Navigation
DLR - Research area:Raumfahrt
DLR - Program:R KN - Kommunikation und Navigation
DLR - Research theme (Project):R - Vorhaben Multimedia Satellitennetze (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Satellite Networks
Deposited By: Clazzer, Federico
Deposited On:16 Jul 2020 18:13
Last Modified:23 Oct 2023 13:04

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