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 …

Review and comparison of spatial localization methods for low-power wireless sensor networks

N Iliev, I Paprotny - IEEE Sensors Journal, 2015 - ieeexplore.ieee.org
Spatial localization (colocation) of nodes in wireless sensor networks (WSNs) is an active
area of research, with many applications in sensing from distributed systems, such as …

A distributed localization algorithm for wireless sensor networks based on the solutions of spatially-constrained local problems

J Cota-Ruiz, JG Rosiles, P Rivas-Perea… - IEEE Sensors …, 2013 - ieeexplore.ieee.org
We present a distributed localization algorithm for wireless sensor networks. Each sensor
estimates its position by iteratively solving a set of local spatially-constrained programs. The …

An efficient distributed localisation algorithm for wireless sensor networks: based on smart reference–selection method

AM Abu–Mahfouz, GP Hancke - International Journal of …, 2013 - inderscienceonline.com
Determining the location of nodes is a key part of wireless sensor networks (WSNs). Many
WSN applications require knowledge of nodes' locations to perform their functions …

A modified Manhattan distance with application for localization algorithms in ad-hoc WSNs

MS Elgamel, A Dandoush - Ad Hoc Networks, 2015 - Elsevier
Building an efficient node localization system in wireless sensor networks is facing several
challenges. For example, calculating the square root consumes computational resources …

Collaborative localization and location verification in WSNs

C Miao, G Dai, K Ying, Q Chen - Sensors, 2015 - mdpi.com
Localization is one of the most important technologies in wireless sensor networks. A
lightweight distributed node localization scheme is proposed by considering the limited …

A review of multidimensional scaling techniques for RSS-based WSN localization

F Seco, AR Jiménez, P Peltola - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Mobile nodes with sensing, computing and communicating capabilities are usually deployed
in indoor environments as wireless sensor networks (WSN) for internet-of-things …

Soloc: Self-organizing indoor localization for unstructured and dynamic environments

DV Le, PJM Havinga - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Self-organization is critical to enable novel indoor Location-Based Services (LBSs) for users
and businesses in large, complex and unstructured buildings. Inspired by high densities of …

Intelligent healthcare service provisioning using ontology with low-level sensory data

AM Khattak, Z Pervez, SY Lee… - KSII Transactions on …, 2011 - koreascience.kr
Abstract Ubiquitous Healthcare (u-Healthcare) is the intelligent delivery of healthcare
services to users anytime and anywhere. To provide robust healthcare services, recognition …

Node localization based on incremental LMS algorithm with variable step size

M Wu, W Dai, Z Wang, S Hu - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
A lot of work has been done to design algorithms that utilize three or more anchors to locate
the unknownposition sensor nodes. In this paper, we propose a new sensor network node …