Bandwidth-constrained decentralized detection of an unknown vector signal via multisensor fusion
Decentralized detection is one of the key tasks that a wireless sensor network (WSN) is
faced to accomplish. Among several decision criteria, the Rao test is able to cope with an …
faced to accomplish. Among several decision criteria, the Rao test is able to cope with an …
Distributed detection fusion in clustered sensor networks over multiple access fading channels
SA Aldalahmeh, D Ciuonzo - IEEE Transactions on Signal and …, 2022 - ieeexplore.ieee.org
In this paper, we tackle decision fusion for distributed detection in a randomly-deployed
clustered Wireless Sensor Networks (WSNs) operating over a non-ideal multiple access …
clustered Wireless Sensor Networks (WSNs) operating over a non-ideal multiple access …
Distributed detection of sparse signals with censoring sensors in clustered sensor networks
In this paper, we explore the distributed detection of sparse signals in energy-limited
clustered sensor networks (CSNs). For this problem, the centralized detector based on …
clustered sensor networks (CSNs). For this problem, the centralized detector based on …
On distributed estimation in hierarchical power constrained wireless sensor networks
M Shirazi, A Vosoughi - IEEE Transactions on Signal and …, 2020 - ieeexplore.ieee.org
We consider distributed estimation of a random source in a hierarchical power constrained
wireless sensor network. Sensors within each cluster send their measurements to a cluster …
wireless sensor network. Sensors within each cluster send their measurements to a cluster …
Multi-bit distributed detection of sparse stochastic signals over error-prone reporting channels
We consider a distributed detection problem within a wireless sensor network (WSN), where
a substantial number of sensors cooperate to detect the existence of sparse stochastic …
a substantial number of sensors cooperate to detect the existence of sparse stochastic …
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks
In this article, we tackle the problem of distributed detection of a radio source emitting a
signal. We consider that geographically distributed sensor nodes obtain energy …
signal. We consider that geographically distributed sensor nodes obtain energy …
Distributed Decision Fusion in Wireless Sensor Networks for Contextual Experience Sensing and Recommendation Forming in E-Commerce
G Zhang, K Chen, J Tang, H Song… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The distributed decision fusion algorithm for Wireless Sensor Networks (WSNs) is proposed
for contextual experience sensing and personalized recommendation in Ecommerce …
for contextual experience sensing and personalized recommendation in Ecommerce …
Exploiting local and cloud sensor fusion in intermittently connected sensor networks
We consider a detection problem where sensors experience noisy measurements and
intermittent communication opportunities to a centralized fusion center (or cloud). The …
intermittent communication opportunities to a centralized fusion center (or cloud). The …
An exponentially-tight approximate factorization of the joint PDF of statistical dependent measurements in wireless sensor networks
We consider the distributed detection problem of a temporally correlated random radio
source signal using a wireless sensor network capable of measuring the energy of the …
source signal using a wireless sensor network capable of measuring the energy of the …
Cloud-cluster architecture for detection in intermittently connected sensor networks
We consider a centralized detection problem where sensors experience noisy
measurements and intermittent connectivity to a centralized fusion center. The sensors …
measurements and intermittent connectivity to a centralized fusion center. The sensors …