Broadcast Gossip Based Distributed Hypothesis Testing in Wireless Sensor Networks

The-Dung Pham; Hung Quoc Ngo; L Duc Le Viet Duc; Sungyoung Lee; Young-Koo Lee

doi:10.1109/ATC.2009.5349327

Broadcast Gossip Based Distributed Hypothesis Testing in Wireless Sensor Networks

The-Dung Pham, Hung Quoc Ngo, L Duc Le Viet Duc, Sungyoung Lee, Young-Koo Lee

Research output: Contribution to conference › Paper › peer-review

2 Citations (Scopus)

6 Downloads (Pure)

Abstract

We consider the scenario that N sensors collaborate to observe a single event. The sensors are distributed and can only exchange messages through a network to reach a consensus about the observed event. In this paper, we propose a very robust and simple method using broadcast gossip algorithm to solve the distributed hypothesis testing problem. The simulation result shows that our method has good performance and is very energy efficient comparing to existing methods.

Original language	Undefined
Pages	84-87
Number of pages	4
DOIs	https://doi.org/10.1109/ATC.2009.5349327
Publication status	Published - 12 Oct 2009
Event	IEEE International Conference on Advanced Technologies for Communications, ATC 2009 - Hai Phong, Vietnam Duration: 12 Oct 2009 → 14 Oct 2009

Conference

Conference	IEEE International Conference on Advanced Technologies for Communications, ATC 2009
Period	12/10/09 → 14/10/09
Other	12-14 October 2009

Keywords

IR-81221
EWI-22046

Access to Document

10.1109/ATC.2009.5349327

http://eprints.eemcs.utwente.nl/secure2/22046/01/05349327.pdf

Cite this

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title = "Broadcast Gossip Based Distributed Hypothesis Testing in Wireless Sensor Networks",

abstract = "We consider the scenario that N sensors collaborate to observe a single event. The sensors are distributed and can only exchange messages through a network to reach a consensus about the observed event. In this paper, we propose a very robust and simple method using broadcast gossip algorithm to solve the distributed hypothesis testing problem. The simulation result shows that our method has good performance and is very energy efficient comparing to existing methods.",

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AU - Pham, The-Dung

AU - Ngo, Hung Quoc

AU - Le Viet Duc, L Duc

AU - Lee, Sungyoung

AU - Lee, Young-Koo

PY - 2009/10/12

Y1 - 2009/10/12

N2 - We consider the scenario that N sensors collaborate to observe a single event. The sensors are distributed and can only exchange messages through a network to reach a consensus about the observed event. In this paper, we propose a very robust and simple method using broadcast gossip algorithm to solve the distributed hypothesis testing problem. The simulation result shows that our method has good performance and is very energy efficient comparing to existing methods.

AB - We consider the scenario that N sensors collaborate to observe a single event. The sensors are distributed and can only exchange messages through a network to reach a consensus about the observed event. In this paper, we propose a very robust and simple method using broadcast gossip algorithm to solve the distributed hypothesis testing problem. The simulation result shows that our method has good performance and is very energy efficient comparing to existing methods.

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M3 - Paper

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T2 - IEEE International Conference on Advanced Technologies for Communications, ATC 2009

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