A survey on the applications of machine learning in wireless sensor networks

Vidushi Agarwal; Lokesh Chouhan; Amitosh Swain Mahapatra; Nancy Chauhan

doi:10.1504/ijhpcn.2020.10036268

A survey on the applications of machine learning in wireless sensor networks

International Journal of High Performance Computing and Networking ◽

10.1504/ijhpcn.2020.10036268 ◽

2020 ◽

Vol 16 (4) ◽

pp. 197

Author(s):

Vidushi Agarwal ◽

Lokesh Chouhan ◽

Amitosh Swain Mahapatra ◽

Nancy Chauhan

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

Applications Of Machine Learning

Download Full-text

A survey on the applications of machine learning in wireless sensor networks

International Journal of High Performance Computing and Networking ◽

10.1504/ijhpcn.2020.113779 ◽

2020 ◽

Vol 16 (4) ◽

pp. 197

Author(s):

Lokesh Chouhan ◽

Nancy Chauhan ◽

Amitosh Swain Mahapatra ◽

Vidushi Agarwal

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

Applications Of Machine Learning

Download Full-text

Applications of Machine Learning in Wireless Sensor Networks

Soft Computing in Wireless Sensor Networks ◽

10.1201/9780429438639-3 ◽

2018 ◽

pp. 51-74

Author(s):

Ramchandra S. Mangrulkar ◽

Prashil D. Negandhi

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

Applications Of Machine Learning

Download Full-text

Trust aggregation authentication protocol using machine learning for IoT wireless sensor networks

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107130 ◽

2021 ◽

Vol 91 ◽

pp. 107130

Author(s):

Santhanakrishnan Chinnaswamy ◽

Annapurani K

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Authentication Protocol ◽

Wireless Sensor

Download Full-text

Machine Learning in Wireless Sensor Networks: A Retrospective

2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC) ◽

10.1109/pdgc50313.2020.9315767 ◽

2020 ◽

Author(s):

Aina Mehta ◽

Jasminder Kaur Sandhu ◽

Luxmi Sapra

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor

Download Full-text

Anomaly Detection using Machine Learning Techniques in Wireless Sensor Networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1743/1/012021 ◽

2021 ◽

Vol 1743 ◽

pp. 012021

Author(s):

Samir Ifzarne ◽

Hiba Tabbaa ◽

Imad Hafidi ◽

Nidal Lamghari

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Anomaly Detection ◽

Machine Learning Techniques ◽

Wireless Sensor ◽

Learning Techniques

Download Full-text

An optimized machine learning technology scheme and its application in fault detection in wireless sensor networks

Journal of Applied Statistics ◽

10.1080/02664763.2021.1929089 ◽

2021 ◽

pp. 1-18

Author(s):

Fang Fan ◽

Shu-Chuan Chu ◽

Jeng-Shyang Pan ◽

Chuang Lin ◽

Huiqi Zhao

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Fault Detection ◽

Wireless Sensor ◽

Learning Technology

Download Full-text

On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

Applied Soft Computing ◽

10.1016/j.asoc.2019.105610 ◽

2019 ◽

Vol 83 ◽

pp. 105610 ◽

Cited By ~ 9

Author(s):

S. Radhika ◽

P. Rangarajan

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

Download Full-text

Special issue on machine learning applications for self-organized wireless sensor networks

Neural Computing and Applications ◽

10.1007/s00521-018-3926-y ◽

2018 ◽

Vol 31 (S1) ◽

pp. 1-2

Author(s):

Mohamed Elhoseny ◽

Xiaohui Yuan ◽

M. Gunasekaran

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

Special Issue ◽

Self Organized ◽

Machine Learning Applications

Download Full-text

An Intelligent MAC Protocol Selection Method based on Machine Learning in Wireless Sensor Networks

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2018.11.014 ◽

2018 ◽

Vol 12 (11) ◽

Cited By ~ 1

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Mac Protocol ◽

Selection Method ◽

Wireless Sensor ◽

Protocol Selection

Download Full-text

Using Machine Learning for Adaptive Interference Suppression in Wireless Sensor Networks

IEEE Sensors Journal ◽

10.1109/jsen.2018.2867068 ◽

2018 ◽

Vol 18 (21) ◽

pp. 8820-8826 ◽

Cited By ~ 4

Author(s):

Per Lynggaard

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Interference Suppression ◽

Wireless Sensor ◽

Adaptive Interference Suppression

Download Full-text