Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT) and Industry 4.0, the indoor usage of smart devices is
expected to increase, thereby making their location information more important. Based on …

Indoor 2D Positioning Method for Mobile Robots Based on the Fusion of RSSI and Magnetometer Fingerprints

P Sarcevic, D Csik, A Odry - Sensors, 2023 - mdpi.com
Received signal strength indicator (RSSI)-based fingerprinting is a widely used technique
for indoor localization, but these methods suffer from high error rates due to various …

A Wi-Fi-based passive indoor positioning system via entropy-enhanced deployment of Wi-Fi sniffers

PY Chan, JC Chao, RB Wu - Sensors, 2023 - mdpi.com
This study presents a Wi-Fi-based passive indoor positioning system (IPS) that does not
require active collaboration from the user or additional interfaces on the device-under-test …

Rssi based improved weighted centroid localization algorithm in wsn

S Sinha, S Ashwini - 2021 2nd International Conference for …, 2021 - ieeexplore.ieee.org
Identification of localization for sensor nodes in wireless sensor nodes is significant issues in
many aspects. Location of sensor nodes can be identified through different methods …

RSSI based positioning system for WSN with improved accuracy

KM Akhil, K Seethalakshmi… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Finding location accurately in sensor network is a major issue. There are different
approaches for localization categorizes as range based and range free. Through this …

Received signal strength-based location verification technique in Wireless Sensor Network using Spline curve

A Paul, S Sinha - The Journal of Supercomputing, 2023 - Springer
Location verification is crucial in many Wireless Sensor Networks (WSNs) applications. To
accurately identify a node's position, location verification is required, eliminating the …

A novel neuro-fuzzy-based localisation system for WSN using node proximity

S Sinha, A Paul - International journal of internet protocol …, 2021 - inderscienceonline.com
Localisation is a challenging issue in wireless sensor network. This paper describes a
neural network and fuzzy logic-based approach for localisation in wireless sensor network …

Range based improved localization scheme in densely populated wireless sensor network

S Sinha, PM Rajeshwari - 2021 6th International Conference …, 2021 - ieeexplore.ieee.org
The techniques for identifying the position of any sensor node by means of co-ordinates is
known as localization technique. Requirements of estimation of location come up from the …

[HTML][HTML] Прогнозирование местоположения мобильного абонента в сети Wi-Fi

ЮС Лизнева, ЕВ Кокорева, АЕ Костюкович - Вестник СибГУТИ, 2022 - cyberleninka.ru
Для позиционирования в сети Wi-Fi наиболее распространён механизм трилатерации,
основанный на измерении уровня мощности принимаемого сигнала RSSI и …

A combined location method with indoor signal strength measurement

EV Kokoreva, AE Kostyukovich… - 2020 1st …, 2020 - ieeexplore.ieee.org
This report introduces a method for local positioning in a W-Fi network using a combination
of positioning mechanisms (closest access point, pattern recognition, spherical trilateration …