A survey on multidimensional scaling

N Saeed, H Nam, MIU Haq… - ACM Computing Surveys …, 2018 - dl.acm.org
This survey presents multidimensional scaling (MDS) methods and their applications in real
world. MDS is an exploratory and multivariate data analysis technique becoming more and …

A state-of-the-art survey on multidimensional scaling-based localization techniques

N Saeed, H Nam, TY Al-Naffouri… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Current and future wireless applications strongly rely on precise real-time localization. A
number of applications, such as smart cities, Internet of Things (IoT), medical services …

Localization in wireless sensor networks and wireless multimedia sensor networks using clustering techniques

DW Wajgi, JV Tembhurne - Multimedia Tools and Applications, 2024 - Springer
Localization in wireless sensor networks (WSN) is gaining a lot of attention from the
researchers due to its usefulness in many real-time applications to identify the source of …

Nodes localization in 3D wireless sensor networks based on multidimensional scaling algorithm

B Risteska Stojkoska - International scholarly research notices, 2014 - Wiley Online Library
In the recent years, there has been a huge advancement in wireless sensor computing
technology. Today, wireless sensor network (WSN) has become a key technology for …

A novel localization approach for irregular wireless sensor networks based on anchor segmentation

J Wang, L Cheng, Y Tu, S Gu - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Source localization has been a crucial fundamental service in wireless sensor networks
(WSNs). Existing algorithms assume a regular region or controlled deployment. In practice …

[PDF][PDF] An improved MDS-MAP localization algorithm based on weighted clustering and heuristic merging for anisotropic wireless networks with energy holes

J Wang, X Qiu, Y Tu - Computers, Materials & Continua, 2019 - cdn.techscience.cn
The MDS-MAP (multidimensional scaling-MAP) localization algorithm utilize almost merely
connectivity information, and therefore it is easy to implement in practice of wireless sensor …

Robust localization system using vector combination in wireless sensor networks

I Kang, H Nam - IEEE Access, 2022 - ieeexplore.ieee.org
This paper proposes a vector-based localization system that uses both distance and angle
information. In wireless sensor networks, the positions of nodes are commonly determined …

Improved MDS-based algorithm for nodes localization in wireless sensor networks

BR Stojkoska, V Kirandziska - Eurocon 2013, 2013 - ieeexplore.ieee.org
With the recent development of technology, wireless sensor networks (WSN) are becoming
an important part of many applications. Knowing the exact location of each sensor in the …

Robust localisation algorithm for large scale 3D wireless sensor networks

N Saeed, BR Stojkoska - … Journal of Ad Hoc and Ubiquitous …, 2016 - inderscienceonline.com
Nodes positioning has recently been of great interest in wireless networks owing to its
crucial role in many applications. In wireless sensor networks (WSNs), the task of localising …

A taxonomy of localization techniques based on multidimensional scaling

BR Stojkoska - 2016 39th International Convention on …, 2016 - ieeexplore.ieee.org
Localization in Wireless Sensor Networks (WSNs) has been a challenging problem in the
last decade. The most explored approaches for this purpose are based on multidimensional …