DeepChannel: Wireless Channel Quality Prediction Using Deep Learning

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2019.2949954 ◽

2020 ◽

Vol 69 (1) ◽

pp. 443-456 ◽

Author(s):

Adita Kulkarni ◽

Anand Seetharam ◽

Arti Ramesh ◽

J. Dinal Herath

Keyword(s):

Deep Learning ◽

Wireless Channel ◽

Quality Prediction ◽

Channel Quality

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A Deep Learning Model for Wireless Channel Quality Prediction

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761934 ◽

2019 ◽

Author(s):

J. Dinal Herath ◽

Anand Seetharam ◽

Arti Ramesh

Keyword(s):

Deep Learning ◽

Learning Model ◽

Wireless Channel ◽

Quality Prediction ◽

Channel Quality ◽

Deep Learning Model

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Wireless Channel Quality Prediction using Sparse Gaussian Conditional Random Fields

2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC) ◽

10.1109/ccnc49032.2021.9369651 ◽

2021 ◽

Author(s):

Raushan Raj ◽

Adita Kulkarni ◽

Anand Seetharam ◽

Arti Ramesh

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Wireless Channel ◽

Quality Prediction ◽

Channel Quality

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Channel Quality Prediction for TSCH Blacklisting in Highly Dynamic Networks: A Self-Supervised Deep Learning Approach

IEEE Sensors Journal ◽

10.1109/jsen.2021.3093424 ◽

2021 ◽

pp. 1-1

Author(s):

Mohammad Farahmand ◽

Majid Nabi

Keyword(s):

Deep Learning ◽

Dynamic Networks ◽

Learning Approach ◽

Quality Prediction ◽

Channel Quality

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Combining Q-Learning and Multi-Layer Perceptron Models on Wireless Channel Quality Prediction

American Journal of Engineering and Applied Sciences ◽

10.3844/ajeassp.2021.139.151 ◽

2021 ◽

Vol 14 (1) ◽

pp. 139-151

Author(s):

Andrea L. Piroddi ◽

Maurizio Torregiani

Keyword(s):

Wireless Channel ◽

Quality Prediction ◽

Multi Layer Perceptron ◽

Channel Quality

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Binary Signaling for Optical Wireless Channel based on Deep Learning

2020 12th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) ◽

10.1109/csndsp49049.2020.9249485 ◽

2020 ◽

Author(s):

Yongwoon Hwang ◽

Chung Ghiu Lee ◽

Soeun Kim

Keyword(s):

Deep Learning ◽

Wireless Channel ◽

Optical Wireless

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Wireless Channel Scene Recognition Method Based on an Autocorrelation Function and Deep Learning

IEEE Access ◽

10.1109/access.2020.3044167 ◽

2020 ◽

Vol 8 ◽

pp. 226324-226336

Author(s):

Shuguang Ning ◽

Yigang He ◽

Lifen Yuan ◽

Yuan Huang ◽

Shudong Wang ◽

...

Keyword(s):

Deep Learning ◽

Autocorrelation Function ◽

Wireless Channel ◽

Scene Recognition ◽

Recognition Method

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Environment Mapping Using Wireless Channel State Information and Deep Learning

2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS) ◽

10.1109/icspcs50536.2020.9310056 ◽

2020 ◽

Author(s):

Adrian Donarski ◽

Iain Collings ◽

Stephen Hanly

Keyword(s):

Deep Learning ◽

Channel State Information ◽

Wireless Channel ◽

Channel State ◽

State Information

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Channel quality prediction using neural networks

2012 10th International Symposium on Electronics and Telecommunications ◽

10.1109/isetc.2012.6408130 ◽

2012 ◽

Author(s):

Corina Botoca ◽

Alexandru Patrascu

Keyword(s):

Neural Networks ◽

Quality Prediction ◽

Channel Quality

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Big Data and Deep Learning for Stochastic Wireless Channel

Computational Intelligence in Sensor Networks - Studies in Computational Intelligence ◽

10.1007/978-3-662-57277-1_13 ◽

2018 ◽

pp. 307-334

Author(s):

Ankumoni Bora ◽

Kandarpa Kumar Sarma

Keyword(s):

Big Data ◽

Deep Learning ◽

Wireless Channel

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Adaptive Deep Learning-Based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations

IEEE Access ◽

10.1109/access.2018.2849820 ◽

2018 ◽

Vol 6 ◽

pp. 38186-38199 ◽

Author(s):

Ping-Wei Soh ◽

Jia-Wei Chang ◽

Jen-Wei Huang

Keyword(s):

Deep Learning ◽

Air Quality ◽

Prediction Model ◽

Quality Prediction ◽

Temporal Relations ◽

Air Quality Prediction

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