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A Decentralized Receiver in Gaussian Interference

Bounds are developed on the maximum communications rate between a transmitter and a fusion node aided by a cluster of distributed receivers with limited resources for cooperation, all in the presence of an additive Gaussian interferer. The receivers cannot communicate with one another and can only c...

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Detalles Bibliográficos
Autores principales: Chapman, Christian D., Mittelmann, Hans, Margetts, Adam R., Bliss, Daniel W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512784/
https://www.ncbi.nlm.nih.gov/pubmed/33265360
http://dx.doi.org/10.3390/e20040269
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author Chapman, Christian D.
Mittelmann, Hans
Margetts, Adam R.
Bliss, Daniel W.
author_facet Chapman, Christian D.
Mittelmann, Hans
Margetts, Adam R.
Bliss, Daniel W.
author_sort Chapman, Christian D.
collection PubMed
description Bounds are developed on the maximum communications rate between a transmitter and a fusion node aided by a cluster of distributed receivers with limited resources for cooperation, all in the presence of an additive Gaussian interferer. The receivers cannot communicate with one another and can only convey processed versions of their observations to the fusion center through a Local Array Network (LAN) with limited total throughput. The effectiveness of each bound’s approach for mitigating a strong interferer is assessed over a wide range of channels. It is seen that, if resources are shared effectively, even a simple quantize-and-forward strategy can mitigate an interferer 20 dB stronger than the signal in a diverse range of spatially Ricean channels. Monte-Carlo experiments for the bounds reveal that, while achievable rates are stable when varying the receiver’s observed scattered-path to line-of-sight signal power, the receivers must adapt how they share resources in response to this change. The bounds analyzed are proven to be achievable and are seen to be tight with capacity when LAN resources are either ample or limited.
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spelling pubmed-75127842020-11-09 A Decentralized Receiver in Gaussian Interference Chapman, Christian D. Mittelmann, Hans Margetts, Adam R. Bliss, Daniel W. Entropy (Basel) Article Bounds are developed on the maximum communications rate between a transmitter and a fusion node aided by a cluster of distributed receivers with limited resources for cooperation, all in the presence of an additive Gaussian interferer. The receivers cannot communicate with one another and can only convey processed versions of their observations to the fusion center through a Local Array Network (LAN) with limited total throughput. The effectiveness of each bound’s approach for mitigating a strong interferer is assessed over a wide range of channels. It is seen that, if resources are shared effectively, even a simple quantize-and-forward strategy can mitigate an interferer 20 dB stronger than the signal in a diverse range of spatially Ricean channels. Monte-Carlo experiments for the bounds reveal that, while achievable rates are stable when varying the receiver’s observed scattered-path to line-of-sight signal power, the receivers must adapt how they share resources in response to this change. The bounds analyzed are proven to be achievable and are seen to be tight with capacity when LAN resources are either ample or limited. MDPI 2018-04-11 /pmc/articles/PMC7512784/ /pubmed/33265360 http://dx.doi.org/10.3390/e20040269 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chapman, Christian D.
Mittelmann, Hans
Margetts, Adam R.
Bliss, Daniel W.
A Decentralized Receiver in Gaussian Interference
title A Decentralized Receiver in Gaussian Interference
title_full A Decentralized Receiver in Gaussian Interference
title_fullStr A Decentralized Receiver in Gaussian Interference
title_full_unstemmed A Decentralized Receiver in Gaussian Interference
title_short A Decentralized Receiver in Gaussian Interference
title_sort decentralized receiver in gaussian interference
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512784/
https://www.ncbi.nlm.nih.gov/pubmed/33265360
http://dx.doi.org/10.3390/e20040269
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