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

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) monitor dynamic environments that change rapidly over
time. This dynamic behavior is either caused by external factors or initiated by the system …

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 …

Machine learning for advanced wireless sensor networks: A review

T Kim, LF Vecchietti, K Choi, S Lee… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are typically used with dynamic conditions of task-related
environments for sensing (monitoring) and gathering of raw sensor data for subsequent …

A survey of machine learning in wireless sensor netoworks from networking and application perspectives

M Di, EM Joo - 2007 6th international conference on …, 2007 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are used to collect data from and make inferences about
the environments or objects that they are sensing. These sensors are usually characterized …

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

H Sharma, A Haque, F Blaabjerg - Electronics, 2021 - mdpi.com
Artificial intelligence (AI) and machine learning (ML) techniques have huge potential to
efficiently manage the automated operation of the internet of things (IoT) nodes deployed in …

A survey about prediction-based data reduction in wireless sensor networks

GM Dias, B Bellalta, S Oechsner - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
One of the main characteristics of Wireless Sensor Networks (WSNs) is the constrained
energy resources of their wireless sensor nodes. Although this issue has been addressed in …

Data mining techniques for wireless sensor networks: A survey

A Mahmood, K Shi, S Khatoon… - International Journal of …, 2013 - journals.sagepub.com
Recently, data management and processing for wireless sensor networks (WSNs) has
become a topic of active research in several fields of computer science, such as the …

[PDF][PDF] A study of machine learning in wireless sensor network

ZA Khan, A Samad - Int. J. Comput. Netw. Appl, 2017 - mail.ijcna.org
Within this Paper, a concept of machine learning strategies suggested. In this investigation
to address the design issues in WSNs is introduced. As can be viewed within this paper …

Computational intelligence in wireless sensor networks: A survey

RV Kulkarni, A Förster… - … surveys & tutorials, 2010 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are networks of distributed autonomous devices that can
sense or monitor physical or environmental conditions cooperatively. WSNs face many …

Wireless sensor networks: Current status and future trends

S Khan, ASK Pathan, NA Alrajeh - 2016 - books.google.com
Wireless sensor networks (WSNs) utilize fast, cheap, and effective applications to imitate the
human intelligence capability of sensing on a wider distributed scale. But acquiring data …