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Quick Parallel Cooperative Spectrum Sensing in Cognitive Wireless Sensor Networks
J Wu, M Su, L Qiao, X Xu, X Liang, H Wang… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
In order to meet the increasing frequency demand of sensors and their related applications,
cognitive wireless sensor networks (CWSNs) have emerged, which enable multiple sensors …
cognitive wireless sensor networks (CWSNs) have emerged, which enable multiple sensors …
Interpretable data fusion for distributed learning: A representative approach via gradient matching
This paper introduces a representative-based approach for distributed learning that
transforms multiple raw data points into a virtual representation. Unlike traditional distributed …
transforms multiple raw data points into a virtual representation. Unlike traditional distributed …
A Generalized Framework for Social Learning Over State-Dependent Networks
Many social and distributed learning applications often exhibit highly correlated
observations. In particular, knowledge of the underlying parameters is often insufficient to …
observations. In particular, knowledge of the underlying parameters is often insufficient to …
Energy-Efficient Distributed Detection through Feedback-Assisted Ordered Transmissions in the Presence of Fading and Quantization
We propose a novel energy-efficient feedback-enhanced successively reordered
transmissions scheme (FE-SRTS) that combines distributed multiple access-based ordered …
transmissions scheme (FE-SRTS) that combines distributed multiple access-based ordered …
PFedDST: Personalized Federated Learning with Decentralized Selection Training
Distributed Learning (DL) enables the training of machine learning models across multiple
devices, yet it faces challenges like non-IID data distributions and device capability …
devices, yet it faces challenges like non-IID data distributions and device capability …
Distributed Multiple Testing with False Discovery Rate Control in the Presence of Byzantines
This work studies distributed multiple testing with false discovery rate (FDR) control in the
presence of Byzantine attacks, where an adversary captures a fraction of the nodes and …
presence of Byzantine attacks, where an adversary captures a fraction of the nodes and …