Energy-Efficient Deep Neural Networks for EEG Signal Noise Reduction in Next-Generation Green Wireless Networks and Industrial IoT Applications

A Kumar, S Chakravarthy, A Nanthaamornphong - Symmetry, 2023 - mdpi.com
Wireless electroencephalography (EEG) has emerged as a critical interface between human
cognitive processes and machine learning technologies in the burgeoning field of sensor …

A unified algorithmic framework for distributed adaptive signal and feature fusion problems—part I: Algorithm derivation

CA Musluoglu, A Bertrand - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
In this article, we describe a general algorithmic framework for solving linear signal or
feature fusion optimization problems in a distributed setting, for example in a wireless sensor …

A unified algorithmic framework for distributed adaptive signal and feature fusion problems—part II: Convergence properties

CA Musluoglu, C Hovine… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article studies the convergence conditions and properties of the distributed adaptive
signal fusion (DASF) algorithm, the framework itself having been introduced in a 'Part …

Discriminative Embedded Multi-view Fuzzy C-Means Clustering for Feature-redundant and Incomplete Data

Y Li, X Hu, T Zhu, J Liu, X Liu, Z Liu - Information Sciences, 2024 - Elsevier
Multi-view clustering is a widely-used technique that seeks to categorize data obtained from
various sources. As a representative method, multi-view fuzzy clustering has attracted …

A Computationally Efficient Algorithm for Distributed Adaptive Signal Fusion Based on Fractional Programs

CA Musluoglu, A Bertrand - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Spatial filtering procedures aim to optimally fuse the different signals collected in a sensor
array, by exploiting their inter-channel correlations. If the sensors are physically distributed …

Distributed Adaptive Signal Fusion for Fractional Programs

CA Musluoglu, A Bertrand - arXiv preprint arXiv:2309.06278, 2023 - arxiv.org
The distributed adaptive signal fusion (DASF) framework allows to solve spatial filtering
optimization problems in a distributed and adaptive fashion over a bandwidth-constrained …

A remote consultation system for sports injury based on wireless sensor network

H Guo, T Yang - EAI Endorsed Transactions on Pervasive …, 2022 - publications.eai.eu
INTRODUCTION: Although current research methods can realize the effective collection of
human physiological signals in the health monitoring system, they cannot obtain the ideal …

Study on weak signal enhancement method in wireless communication under electromagnetic interference environment

C Chai - … Journal of Reasoning-based Intelligent Systems, 2023 - inderscienceonline.com
In order to overcome the problems of high bit error rate and high signal enhancement time in
weak signal enhancement methods, this paper proposes a weak signal enhancement …

Signal enhancement of vehicle wireless sensor network based on adaptive filter

Y Wang, S Guo - … of Computational Methods in Sciences and …, 2023 - content.iospress.com
A signal enhancement method of vehicle wireless sensor network (WSN) based on adaptive
filter is designed in this paper. By analyzing the vehicle WSN structure and node deployment …