Results 41 to 50 of about 9,392,941 (233)

UMSNet: An Universal Multi-sensor Network for Human Activity Recognition

open access: yesCoRR, 2022
Human activity recognition (HAR) based on multimodal sensors has become a rapidly growing branch of biometric recognition and artificial intelligence. However, how to fully mine multimodal time series data and effectively learn accurate behavioral features has always been a hot topic in this field. Practical applications also require a well-generalized
Jialiang Wang   +4 more
openaire   +2 more sources

Review of the Method for Distributed Multi-sensor Multi-target Tracking

open access: yesLeida xuebao, 2023
Multi-sensor multi-target tracking is a popular topic in the field of information fusion. It improves the accuracy and stability of target tracking by fusing multiple local sensor information.
Yajun ZENG   +4 more
doaj   +1 more source

A Coral Reef Algorithm Based on Learning Automata for the Coverage Control Problem of Heterogeneous Directional Sensor Networks

open access: yesSensors, 2015
Coverage control is one of the most fundamental issues in directional sensor networks. In this paper, the coverage optimization problem in a directional sensor network is formulated as a multi-objective optimization problem.
Ming Li, Chunyan Miao, Cyril Leung
doaj   +1 more source

UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat

open access: yesPrecision Agriculture, 2022
Early prediction of grain yield helps scientists to make better breeding decisions for wheat. Use of machine learning (ML) methods for fusion of unmanned aerial vehicle (UAV)-based multi-sensor data can improve the prediction accuracy of crop yield.
Shuai-Peng Fei   +8 more
semanticscholar   +1 more source

Multi-Step Data Prediction in Wireless Sensor Networks Based on One-Dimensional CNN and Bidirectional LSTM

open access: yesIEEE Access, 2019
The increase of network size and sensory data leads to many serious problems to the wireless sensor networks due to the limited energy. Data prediction method is helpful to reduce network traffic and increase the network lifetime accordingly, especially ...
Hongju Cheng   +3 more
doaj   +1 more source

Spatial Correlation Based Clustering with Node Energy Based Multi-Hop Routing Scheme for Wireless Sensor Networks

open access: yesTehnički Glasnik, 2021
Major points of concern in implementing a wireless sensor network (WSN) are the network lifetime and energy utility within any delay tolerant network. Both these parameters define the success of the sensor network.
Panchikattil Susheelkumar Sreedharan   +1 more
doaj  

Research of routing protocol for wireless sensor network in coal mine tunnel based on multi sink nodes

open access: yesGong-kuang zidonghua, 2016
When traditional wireless sensor network based on single sink node is applied in coal mine monitoring system, the sensors far away from tunnel crossing cannot transmit monitoring data to sink nodes in the tunnel crossing real timely and exactly. In order
LI Wanghuai, XIA Xu
doaj   +1 more source

Real-Time Fault Diagnosis for Hydraulic System Based on Multi-Sensor Convolutional Neural Network

open access: yesItalian National Conference on Sensors
This paper proposed a real-time fault diagnostic method for hydraulic systems using data collected from multiple sensors. The method is based on a proposed multi-sensor convolutional neural network (MS-CNN) that incorporates feature extraction, sensor ...
Haohan Tao   +3 more
semanticscholar   +1 more source

Cooperative Multi Target Tracking Using Multi Sensor Network [PDF]

open access: yesInternational Journal on Smart Sensing and Intelligent Systems, 2008
Abstract Sensors provide a key feedback link allowing robotic and autonomous systems to react to their environments. Without this feedback, robotic and autonomous systems will operate in an uncontrolled manner, since they don’t have the ability to perceive and respond to their environments.
M. Elmogy, Ahmed, O. Karray, Fakhreddine
openaire   +1 more source

Topology control in Heterogeneous Wireless Sensor Network [PDF]

open access: yes, 2016
Topology of a Wireless Sensor Network determines the connectivity of the wireless network and topology Control is the important technique of extending network lifetime while preserving network connectivity.
Deshmukh, Prashant, Dandekar, Deepak R
core  

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