Deep learning in mobile and wireless networking: A survey

C Zhang, P Patras, H Haddadi - IEEE Communications surveys …, 2019 - ieeexplore.ieee.org
The rapid uptake of mobile devices and the rising popularity of mobile applications and
services pose unprecedented demands on mobile and wireless networking infrastructure …

[HTML][HTML] Integration of artificial intelligence (AI) with sensor networks: Trends, challenges, and future directions

A Benfradj, A Thaljaoui, T Moulahi, RU Khan… - Journal of King Saud …, 2024 - Elsevier
Wireless sensor networks (WSNs) have become widely ubiquitous deployed in many
application domains over the past few decades. Classical approaches configure WSNs …

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 …

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

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

A survey of deep learning approaches for WiFi-based indoor positioning

X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …

A survey of smartphone-based indoor positioning system using RF-based wireless technologies

S Subedi, JY Pyun - Sensors, 2020 - mdpi.com
In recent times, social and commercial interests in location-based services (LBS) are
significantly increasing due to the rise in smart devices and technologies. The global …

Localization and detection of multiple attacks in wireless sensor networks using artificial neural network

GG Gebremariam, J Panda… - … and Mobile Computing, 2023 - Wiley Online Library
Security enhancement in wireless sensor networks (WSNs) is significant in different
applications. The advancement of routing attack localization is a crucial security research …

[HTML][HTML] WiFi indoor localization with CSI fingerprinting-based random forest

Y Wang, C **u, X Zhang, D Yang - Sensors, 2018 - mdpi.com
WiFi fingerprinting indoor positioning systems have extensive applied prospects. However, a
vast amount of data in a particular environment has to be gathered to establish a …

Improving indoor fingerprinting positioning with affinity propagation clustering and weighted centroid fingerprint

S Subedi, HS Gang, NY Ko, SS Hwang, JY Pyun - IEEE Access, 2019 - ieeexplore.ieee.org
Nowadays, research and development of various indoor positioning systems (IPS) have
been increasing owing to flourishing social and commercial interest in location-based …

Unveiling the cutting edge: a comprehensive survey of localization techniques in WSN, leveraging optimization and machine learning approaches

P Yadav, SC Sharma - Wireless Personal Communications, 2023 - Springer
Sensor node localization is an important feature of many applications, including wireless
sensor networks and location-based services. The accurate localization of sensor nodes …