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Sensor and Relay Networks

PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS


Optimal parameter estimation requires simultaneous processing of all available measurements.
The complexity of this task may become too large when measurements from two or more multimodal sensor networks are avaliable.
In such cases, fusion of estimates obtained from each data set separately may be practical.
In this paper, we derive the optimal linear combination of the possibly non-linear estimators, and propose sub-optimal weightings.
We analyze the asymptotic performance gain of the first suboptimal approach with respect to the individual optimal estimates.

Paper Details

Authors:
Inbar Fijalkow, Elad Heiman
Submitted On:
1 March 2017 - 10:06am
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HMY_ICASSP2017.pdf

(72 downloads)

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[1] Inbar Fijalkow, Elad Heiman, "PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1555. Accessed: Oct. 23, 2017.
@article{1555-17,
url = {http://sigport.org/1555},
author = {Inbar Fijalkow; Elad Heiman },
publisher = {IEEE SigPort},
title = {PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS},
year = {2017} }
TY - EJOUR
T1 - PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS
AU - Inbar Fijalkow; Elad Heiman
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1555
ER -
Inbar Fijalkow, Elad Heiman. (2017). PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS. IEEE SigPort. http://sigport.org/1555
Inbar Fijalkow, Elad Heiman, 2017. PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS. Available at: http://sigport.org/1555.
Inbar Fijalkow, Elad Heiman. (2017). "PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS." Web.
1. Inbar Fijalkow, Elad Heiman. PARAMETER ESTIMATION FROM HETEROGENEOUS/MULTIMODAL DATA SETS [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1555

Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems

Paper Details

Authors:
Ozlem Tugfe Demir, Temel Engin Tuncer
Submitted On:
18 March 2016 - 12:51pm
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icassp_relayv1.pdf

(187 downloads)

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[1] Ozlem Tugfe Demir, Temel Engin Tuncer, "Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/771. Accessed: Oct. 23, 2017.
@article{771-16,
url = {http://sigport.org/771},
author = {Ozlem Tugfe Demir; Temel Engin Tuncer },
publisher = {IEEE SigPort},
title = {Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems},
year = {2016} }
TY - EJOUR
T1 - Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems
AU - Ozlem Tugfe Demir; Temel Engin Tuncer
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/771
ER -
Ozlem Tugfe Demir, Temel Engin Tuncer. (2016). Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems. IEEE SigPort. http://sigport.org/771
Ozlem Tugfe Demir, Temel Engin Tuncer, 2016. Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems. Available at: http://sigport.org/771.
Ozlem Tugfe Demir, Temel Engin Tuncer. (2016). "Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems." Web.
1. Ozlem Tugfe Demir, Temel Engin Tuncer. Distributed Beamforming in Relay Networks for Energy Harvesting Multi-Group Multicast Systems [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/771