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On the conditional entropy of wireless networks

Abstract:

The characterization of topological uncertainty in wireless networks using the formalism of graph entropy has received interest in the spatial networks community. In this paper, we develop lower bounds on the entropy of a wireless network by conditioning on potential network observables. Two approaches are considered: 1) conditioning on subgraphs, and 2) conditioning on node positions. The first approach is shown to yield a relatively tight bound on the network entropy. The second yields a lo...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.23919/WIOPT.2018.8362874

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Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Oxford college:
Oriel College
ORCID:
0000-0002-9623-5087
Independent Research Fund Denmark More from this funder
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Publication date:
2018-05-24
Acceptance date:
2018-03-15
DOI:
Pubs id:
pubs:854774
URN:
uri:6f835ddb-a387-47cc-ace8-0588692fdb1c
UUID:
uuid:6f835ddb-a387-47cc-ace8-0588692fdb1c
Local pid:
pubs:854774

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