Machine learning in wireless sensor networks: Algorithms, strategies, and applications

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
… resource utilization and prolong the lifespan of the network. In this paper, we present …
machine learning methods that were used to address common issues in wireless sensor networks (…

Machine learning for advanced wireless sensor networks: A review

T Kim, LF Vecchietti, K Choi, S Lee… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
reinforcement learning for wireless sensor networks,” Ad Hoc Netw., vol. 101, Apr. 2020, Art.
… based on deep reinforcement learning in wireless sensor networks,” IEEE Sensors J., vol. 19…

[HTML][HTML] Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
… This paper provides a convenient reference for wireless sensor network infrastructure and
… from machine learning algorithms by reducing the security costs of wireless sensor networks

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
… nodes are deployed in hazardous environments where we leave the network run … various
challenges in Wireless Sensor Networks that are handled by machine learning techniques. We …

[HTML][HTML] Machine learning in wireless sensor networks for smart cities: a survey

H Sharma, A Haque, F Blaabjerg - Electronics, 2021 - mdpi.com
… , network lifetime maximization, communication protocols and state of the art infrastructure. In
this paper, the authors propose machine learning … the supervised learning algorithms have …

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
Wireless sensor network (WSN) is one of the most promising technologies for some real-time
applications because of its size, cost-effective and easily deployable nature. Due to some …

Machine learning in wireless sensor networks: Challenges and opportunities

DK Bangotra, Y Singh, A Selwal - 2018 Fifth International …, 2018 - ieeexplore.ieee.org
… the network are deployed. In this paper, we present numerous challenges that exist in wireless
sensor networks and … to overcome these challenges using machine learning techniques. …

Machine learning techniques and challenges in wireless sensor networks

J Prajapati, SC Jain - 2018 Second International Conference …, 2018 - ieeexplore.ieee.org
… As sensor nodes have limited power, information transmission, packet latency and … network.
This review discusses various WSNs challenges with the system based on machine learning

[HTML][HTML] Machine learning based localization in large-scale wireless sensor networks

G Bhatti - Sensors, 2018 - mdpi.com
machine learning algorithms for network-wide localization in large wireless sensor
networks… Section 3 presents a brief overview of suitability of machine learning algorithms for …

[PDF][PDF] Machine learning for wireless sensor network: a review, challenges and applications

M Bhanderi, H Shah - Adv. Electron. Electr. Eng, 2014 - academia.edu
… We present a survey on machine learning techniques for energy efficient routing. … machine
learning techniques properties are more appropriate for optimize the wireless sensor network. …