Design and Implementation of Intelligent Classroom Framework Through Light-Weight Neural Networks Based on Multimodal Sensor Data Fusion Approach

Lakshaga Jyothi Murugesan; Shanmugasundaram Ramasamy Seeranga Chettiar

doi:10.18280/ria.350403

Design and Implementation of Intelligent Classroom Framework Through Light-Weight Neural Networks Based on Multimodal Sensor Data Fusion Approach

Revue d intelligence artificielle ◽

10.18280/ria.350403 ◽

2021 ◽

Vol 35 (4) ◽

pp. 291-300

Author(s):

Lakshaga Jyothi Murugesan ◽

Shanmugasundaram Ramasamy Seeranga Chettiar

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Sensor Data ◽

Light Weight ◽

Sensor Data Fusion ◽

Design And Implementation ◽

Intelligent Classroom ◽

Fusion Approach

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A Multi-sensor Data Fusion Approach for Sleep Apnea Monitoring using Neural Networks

2018 IEEE 14th International Conference on Control and Automation (ICCA) ◽

10.1109/icca.2018.8444171 ◽

2018 ◽

Author(s):

Swapna Premasiri ◽

Clarence W. de Silva ◽

Lalith B. Gamage

Keyword(s):

Neural Networks ◽

Sleep Apnea ◽

Data Fusion ◽

Sensor Data ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Apnea Monitoring ◽

Fusion Approach

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Adaptive Multi-Sensor Data Fusion Positioning Algorithm Based On Long Short Term Memory Neural Networks

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295914 ◽

2020 ◽

Author(s):

Jie Zhou ◽

Guanghui Xu ◽

Donglin Zhu ◽

Enbiao Di

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Short Term Memory ◽

Sensor Data ◽

Short Term ◽

Term Memory ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Long Short Term Memory ◽

Positioning Algorithm

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Neural networks and genetic algorithms for combinatorial optimization of sensor data fusion

10.1117/12.138215 ◽

1992 ◽

Cited By ~ 1

Author(s):

Angel L. DeCegama ◽

Jeffrey E. Smith

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Combinatorial Optimization ◽

Data Fusion ◽

Sensor Data ◽

Sensor Data Fusion

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Multi sensor data fusion within hierarchical neural networks

10.1109/ijcnn.1990.137688 ◽

1990 ◽

Cited By ~ 3

Author(s):

J. Rajapakse ◽

R. Acharya

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Sensor Data ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Hierarchical Neural Networks

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An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox

Sensors ◽

10.3390/s17020414 ◽

2017 ◽

Vol 17 (2) ◽

pp. 414 ◽

Cited By ~ 136

Author(s):

Luyang Jing ◽

Taiyong Wang ◽

Ming Zhao ◽

Peng Wang

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Data Fusion ◽

Convolutional Neural Networks ◽

Sensor Data ◽

Fusion Method ◽

Deep Convolutional Neural Networks ◽

Planetary Gearbox ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion

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Smart logistics using convolutional neural networks and sensor data fusion

2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT) ◽

10.1109/icicict1.2017.8342841 ◽

2017 ◽

Cited By ~ 2

Author(s):

D. Pamela ◽

Mohana Krishna Chitoor

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Convolutional Neural Networks ◽

Sensor Data ◽

Sensor Data Fusion ◽

Smart Logistics

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Driving behavior classification based on sensor data fusion using LSTM recurrent neural networks

2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2017.8317835 ◽

2017 ◽

Cited By ~ 18

Author(s):

Khaled Saleh ◽

Mohammed Hossny ◽

Saeid Nahavandi

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Recurrent Neural Networks ◽

Driving Behavior ◽

Sensor Data ◽

Sensor Data Fusion

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Multi-sensor data fusion using neural networks

1990 IEEE International Conference on Systems, Man, and Cybernetics Conference Proceedings ◽

10.1109/icsmc.1990.142240 ◽

2002 ◽

Cited By ~ 4

Author(s):

D.W. Fincher ◽

D.F. Mix

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Sensor Data ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion

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I-SENSE: A Light-Weight Middleware for Embedded Multi-Sensor Data-Fusion

2007 Fifth Workshop on Intelligent Solutions in Embedded Systems ◽

10.1109/wises.2007.4408489 ◽

2007 ◽

Cited By ~ 2

Author(s):

Allan Tengg ◽

Andreas Klausner ◽

Bernhard Rinner

Keyword(s):

Data Fusion ◽

Sensor Data ◽

Light Weight ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion

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An Improved Evidential-IOWA Sensor Data Fusion Approach in Fault Diagnosis

Sensors ◽

10.3390/s17092143 ◽

2017 ◽

Vol 17 (9) ◽

pp. 2143 ◽

Cited By ~ 6

Author(s):

◽

Keyword(s):

Fault Diagnosis ◽

Data Fusion ◽

Sensor Data ◽

Sensor Data Fusion ◽

Fusion Approach

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