A systematic review of localization in WSN: Machine learning and optimization‐based approaches

P Yadav, SC Sharma - International journal of communication …, 2023 - Wiley Online Library
In recent years, wireless sensor networks (WSNs) have been widely used in various
applications. The localization problem has been identified as one of the biggest problems …

UAV-assisted wireless localization for search and rescue

M Atif, R Ahmad, W Ahmad, L Zhao… - IEEE Systems …, 2021 - ieeexplore.ieee.org
In the aftermath of disasters, localization of trapped victims is imperative to ensure their
safety and rescue. This article presents a novel localization and path planning approach that …

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 …

Cuckoo search algorithm with fuzzy logic and Gauss–Cauchy for minimizing localization error of WSN

X Ou, M Wu, Y Pu, B Tu, G Zhang, Z Xu - Applied Soft Computing, 2022 - Elsevier
The location of the sensor node is critical in wireless sensor networks (WSN) as the
information acquired by the sensor node may be worthless without knowing its source …

A distance estimation model for dv-hop localization in wsns

P Wang, R Zhou, X Fan, D Zhao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The localization of sensor nodes in wireless sensor networks (WSNs) has been a thorny
research problem. Existing DV-Hop based range-free localization algorithms estimate the …

Improved DV-Hop localization algorithm using teaching learning based optimization for wireless sensor networks

G Sharma, A Kumar - Telecommunication Systems, 2018 - Springer
Node localization is one of the most critical issues for wireless sensor networks, as many
applications depend on the precise location of the sensor nodes. To attain precise location …

Improved DV-Hop based on Squirrel search algorithm for localization in wireless sensor networks

MG Abd El Ghafour, SH Kamel, Y Abouelseoud - Wireless Networks, 2021 - Springer
The ability to obtain the accurate location of nodes in wireless sensor networks is crucial for
practical applications. The sensed data is meaningless if it is not accompanied by its …

Enhancing localization efficiency and accuracy in wireless sensor networks

M Fawad, MZ Khan, K Ullah, H Alasmary, D Shehzad… - Sensors, 2023 - mdpi.com
Accuracy is the vital indicator in location estimation used in many scenarios, such as
warehousing, tracking, monitoring, security surveillance, etc., in a wireless sensor network …

Nature inspired algorithm-based improved variants of DV-Hop algorithm for randomly deployed 2D and 3D wireless sensor networks

A Kaur, P Kumar, GP Gupta - Wireless Personal Communications, 2018 - Springer
Localization is a significant challenge in the area of wireless sensor networks (WSNs).
Distance Vector Hop (DV-Hop) algorithm is most preferable algorithm due to its low cost …

Connectivity based DV-hop localization for Internet of Things

L Gui, F Xiao, Y Zhou, F Shu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Due to the cost-effective advantage, range-free localization schemes are attractive for low-
cost Internet of Things applications. As a distinguishing range-free scheme, DV-Hop …