Minimum energy decentralized estimation in a wireless sensor network with correlated sensor noises

A Krasnopeev, JJ Xiao, ZQ Luo - EURASIP Journal on Wireless …, 2005 - Springer
Consider the problem of estimating an unknown parameter by a sensor network with a
fusion center (FC). Sensor observations are corrupted by additive noises with an arbitrary …

Minimum energy decentralized estimation in sensor network with correlated sensor noise

A Krasnopeev, JJ Xiao, ZQ Luo - Proceedings.(ICASSP'05) …, 2005 - ieeexplore.ieee.org
We consider the problem of a single parameter estimation by a sensor network with a fusion
center (FC). Sensor observations are corrupted by additive noise which can have arbitrary …

Joint estimation in sensor networks under energy constraints

JJ Xiao, S Cui, ZQ Luo… - 2004 First Annual IEEE …, 2004 - ieeexplore.ieee.org
We consider the problem of optimal power scheduling for the decentralized estimation of a
noise-corrupted signal in an inhomogeneous sensor network. Sensor observations are first …

Linear estimation of correlated data in wireless sensor networks with optimum power allocation and analog modulation

I Bahceci, AK Khandani - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
In this paper, we study the energy-efficient distributed estimation problem for a wireless
sensor network where a physical phenomena that produces correlated data is sensed by a …

Performance-energy tradeoffs for decentralized estimation in a multihop sensor network

H Chen - IEEE Sensors Journal, 2010 - ieeexplore.ieee.org
The performance-energy tradeoffs for decentralized estimation in a multihop sensor network
are studied. The sensor network consists of multiple heterogeneous branches. The leaf …

Power scheduling of universal decentralized estimation in sensor networks

JJ Xiao, S Cui, ZQ Luo… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
We consider the optimal power scheduling problem for the decentralized estimation of a
noise-corrupted deterministic signal in an inhomogeneous sensor network. Sensor …

Constrained decentralized estimation over noisy channels for sensor networks

TC Aysal, KE Barner - IEEE Transactions on Signal Processing, 2008 - ieeexplore.ieee.org
Decentralized estimation of a noise-corrupted source parameter by a bandwidth-constrained
sensor network feeding, through a noisy channel, a fusion center is considered. The …

Power constrained distributed estimation with cluster-based sensor collaboration

J Fang, H Li - IEEE Transactions on Wireless Communications, 2009 - ieeexplore.ieee.org
We consider the problem of distributed estimation in a power constrained collaborative
wireless sensor network (WSN), where the network is divided into a set of sensor clusters …

Distributed vector estimation for power-and bandwidth-constrained wireless sensor networks

A Sani, A Vosoughi - IEEE Transactions on Signal Processing, 2016 - ieeexplore.ieee.org
The authors consider the distributed estimation of a Gaussian vector with a linear
observation model in an inhomogeneous wireless sensor network, in which a fusion center …

Power constrained linear estimation in wireless sensor networks with correlated data and digital modulation

MH Chaudhary, L Vandendorpe - IEEE Transactions on Signal …, 2011 - ieeexplore.ieee.org
We study the problem of joint quantization and power allocation in wireless sensor networks
where spatially distributed sensors observe a Gaussian random source, quantize the …