The Effect of Correlated Observations on the Performance of Distributed Estimation

Estimating unknown signal in Wireless Sensor Networks (WSNs) requires sensor nodes to transmit their observations of the signal over a multiple access channel to a Fusion Center (FC). The FC uses the received observations, which is corrupted by observation noise and both channel fading and noise, to...

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Veröffentlicht in:	IEEE transactions on signal processing 2013-12, Vol.61 (24), p.6264-6275
Hauptverfasser:	Ahmed, Mohammed F. A., Al-Naffouri, Tareq Y., Alouini, Mohamed-Slim, Turkiyyah, George
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Correlation Detection, estimation, filtering, equalization, prediction Distributed estimation Educational institutions Estimation Exact sciences and technology Fading fading channels Information, signal and communications theory Noise outage probability Resource management Signal and communications theory signal correlation Signal, noise Telecommunications and information theory Wireless sensor networks
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