Clazzer, Federico and Matuz, Balazs and Jayasooriya, Sachini and Shirvanimoghaddam, Mahyar and Johnson, Sarah J. (2019) Protograph LDPC Code Design for Asynchronous Random Access. Algorithms, 12 (8-170), pp. 1-23. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/a12080170. ISSN 1999-4893.
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Abstract
This work addresses the physical layer channel code design for an uncoordinated, frame and Slot asynchronous random access protocol. Starting from the observation that collisions between two users yield very specific interference patterns, we define a surrogate channel model and propose different protograph low density parity check code designs. The proposed codes are both tested in a setup where the physical layer is abstracted, as well as on a more realistic channel model, where finite length physical layer simulations of the entire asynchronous random access scheme, including decoding, are carried out. We find that the abstracted physical layer model overestimates the performance when short blocks are considered. Additionally, the optimized codes show gains in supported channel traffic, a measure of the number of terminals that can be concurrently accommodated on the channel, of around 17% at a packet loss rate of 10 minus 2 w.r.t. off-the shelf codes.
| Item URL in elib: | https://elib.dlr.de/128986/ | ||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||
| Title: | Protograph LDPC Code Design for Asynchronous Random Access | ||||||||||||||||||||||||
| Authors: |
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| Date: | 15 August 2019 | ||||||||||||||||||||||||
| Journal or Publication Title: | Algorithms | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||
| Gold Open Access: | Yes | ||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||
| Volume: | 12 | ||||||||||||||||||||||||
| DOI: | 10.3390/a12080170 | ||||||||||||||||||||||||
| Page Range: | pp. 1-23 | ||||||||||||||||||||||||
| Publisher: | Multidisciplinary Digital Publishing Institute (MDPI) | ||||||||||||||||||||||||
| ISSN: | 1999-4893 | ||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||
| Keywords: | medium access control, grant free access, unequal error protection, successive interference cancellation, physical layer simulations, quantized density Evolution, Gaussian interference channel | ||||||||||||||||||||||||
| 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: | 24 Sep 2019 15:14 | ||||||||||||||||||||||||
| Last Modified: | 21 Nov 2023 07:45 |
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