Support vector regression for mobile target localization in indoor environments

SR Jondhale, V Mohan, BB Sharma, J Lloret… - Sensors, 2022 - mdpi.com
Trilateration-based target localization using received signal strength (RSS) in a wireless
sensor network (WSN) generally yields inaccurate location estimates due to high …

Three-dimensional-map-based trajectory design in UAV-aided wireless localization systems

O Esrafilian, R Gangula… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
This article considers the problem of localizing outdoor ground radio users with the help of
an unmanned aerial vehicle (UAV) on the basis of received signal strength (RSS) …

Minimizing the maximum length of flight paths for uavs providing location service to ground targets

X Zhu, Y Wang, L Xu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
When a UAV broadcasts its location periodically during flight, a target will observe the
strongest signal when the UAV is at the closest location; thus, the target can infer its location …

Range-free localization for GWSN using k-NN algorithm with local linear Gaussian kernel regression (KGR)

S Kumar, S Kumar, R Garg - Evolving Systems, 2023 - Springer
A precise localization of sensor nodes with minimum energy consumption in Green wireless
sensor networks (GWSNs) is always required to signify its field observations. Localization …

UAV-aided wireless node localization using hybrid radio channel models

O Esrafilian, R Gangula… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
This paper considers the problem of ground user localization based on received signal
strength (RSS) measurements obtained by an unmanned aerial vehicle (UAV). We treat …

Flight path optimization for UAVs to provide location service to ground targets

Y Wang, X Zhu, L Xu - 2020 IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
We consider using UAVs to provide location service to ground targets. UAVs fly over the
target area and broadcast their locations periodically via wireless signals. When a UAV flies …

Forecasting the Energy Utilization in WSN by Support Vector Regression Model

AK Nasreen, N Senthamilarasi… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Energy management issues in Wireless Sensor Networks (WSNs) are an important research
topic because they are widely used to monitor a variety of physical conditions. Though …

Optimization of Regression algorithms using Learning curve in WSN

V Kumar - 2021 International Conference on Advance …, 2021 - ieeexplore.ieee.org
Regression algorithm used for the prediction of output with given features and it is a
supervised learning algorithm. In applying regression algorithms such as linear regression …

A Comparative Analysis of Regression Based Indoor Localization Techniques

S Singh, K Kumar, S Gupta - 2021 7th International Conference …, 2021 - ieeexplore.ieee.org
Indoor localization is essential for numerous applications where position of a sensor node is
a prerequisite. In past few years, several techniques have been proposed for the estimation …

Learning from the sky: design of autonomous radio-enabled unmanned aerial vehicles in mobile cellular networks

O Esrafilian - 2020 - theses.hal.science
The use of UAVs in wireless networks has recently attracted significant attention. The first
part of this thesis aims to investigate current works of UAV-aided wireless communications …