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Coded random access design for constrained outage

Ebrahimi, MohammadReza (2017) Coded random access design for constrained outage. In: 2017 IEEE International Symposium on Information Theory (ISIT). IEEE , Piscataway, NJ, pp. 2732-2736. ISBN 978-1-5090-4096-4. https://resolver.caltech.edu/CaltechAUTHORS:20170816-171504161

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Abstract

he emergence of networks of many devices in the context of cyber-physical systems motivates novel solutions for communication over random access channels. Currently deployed random access protocols attempt to avoid collisions, and target the performance of a scheduled multiple access system (a strategy known to be only suboptimal from the information-theoretic perspective). In contrast, in this paper, we allow collisions among the transmissions of different users. We consider code design for random access channels with erasures in which the number of users in each frame is unknown at the transmitters but known at the receiver, and we present a two-layer coding architecture for joint contention resolution and erasure correction. For random LDPC codes based on this scheme, the density evolution is asymptotically analyzed, which enables optimized code design for maximized throughput with constrained outage. The results demonstrate that the proposed low-complexity scheme approaches the outage capacity of the random access channel with erasures when the average number of active users is small.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/ISIT.2017.8007026DOIArticle
http://ieeexplore.ieee.org/document/8007026/PublisherArticle
Additional Information:© 2017 IEEE.
Subject Keywords:Random access channel, LDPC code design, density evolution, adder MAC, erasure
Record Number:CaltechAUTHORS:20170816-171504161
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20170816-171504161
Official Citation:M. Ebrahimi, F. Lahouti and V. Kostina, "Coded random access design for constrained outage," 2017 IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, 2017, pp. 2732-2736. doi: 10.1109/ISIT.2017.8007026
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:80538
Collection:CaltechAUTHORS
Deposited By: Kristin Buxton
Deposited On:17 Aug 2017 16:10
Last Modified:03 Oct 2019 18:32

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