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/ | ||||||||||||||||
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| Document Type: | Article | ||||||||||||||||
| Title: | On Receiver Diversity for Grant-Free based Machine Type Communications | ||||||||||||||||
| Authors: |
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| 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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