A survey of the performance-limiting factors of a 2-Dimensional RSS fingerprinting-based indoor wireless localization system
AS Yaro, F Maly, P Prazak - Sensors, 2023 - mdpi.com
A receive signal strength (RSS) fingerprinting-based indoor wireless localization system (I-
WLS) uses a localization machine learning (ML) algorithm to estimate the location of an …
WLS) uses a localization machine learning (ML) algorithm to estimate the location of an …
RSSI and machine learning-based indoor localization systems for smart cities
R Rathnayake, MWP Maduranga, V Tilwari… - Eng, 2023 - mdpi.com
The rapid expansion of the Internet of Things (IoT) and Machine Learning (ML) has
significantly increased the demand for Location-Based Services (LBS) in today's world …
significantly increased the demand for Location-Based Services (LBS) in today's world …
WLAN RSS-based fingerprinting for indoor localization: A machine learning inspired bag-of-features approach
Location-based services have permeated Smart academic institutions, enhancing the quality
of higher education. Position information of people and objects can predict different potential …
of higher education. Position information of people and objects can predict different potential …
Performance of fingerprinting-based indoor positioning with measured and simulated RSSI reference maps
R Kawecki, S Hausman, P Korbel - Remote Sensing, 2022 - mdpi.com
Numerous indoor positioning technologies and systems have been proposed to localize
people and objects in large buildings. Wi-Fi and Bluetooth positioning systems using …
people and objects in large buildings. Wi-Fi and Bluetooth positioning systems using …
Explainable indoor localization of BLE devices through RSSI using recursive continuous wavelet transformation and XGBoost classifier
Indoor localization systems with higher precision and integrity are being highly demanded
because of their numerous applications in superstores, smart homes, smart cities, elderly …
because of their numerous applications in superstores, smart homes, smart cities, elderly …
Insus: Indoor navigation system using unity and smartphone for user ambulation assistance
ED Fajrianti, N Funabiki, S Sukaridhoto… - Information, 2023 - mdpi.com
Currently, outdoor navigation systems have widely been used around the world on
smartphones. They rely on GPS (Global Positioning System). However, indoor navigation …
smartphones. They rely on GPS (Global Positioning System). However, indoor navigation …
Outlier Detection in Time-Series Receive Signal Strength Observation Using Z-Score Method with S n Scale Estimator for Indoor Localization
AS Yaro, F Maly, P Prazak - Applied Sciences, 2023 - mdpi.com
Collecting time-series receive signal strength (RSS) observations and averaging them is a
common method for dealing with RSS fluctuation. However, outliers in the time-series …
common method for dealing with RSS fluctuation. However, outliers in the time-series …
OCR-RTPS: an OCR-based real-time positioning system for the valet parking
Obtaining the position of ego-vehicle is a crucial prerequisite for automatic control and path
planning in the field of autonomous driving. Most existing positioning systems rely on GPS …
planning in the field of autonomous driving. Most existing positioning systems rely on GPS …
[PDF][PDF] On the RSSI-based indoor localization employing LoRa in the 2.4 GHz ISM band
Demand for systems and technologies ensuring indoor localization or tracking of an object
with high and stable accuracy is continuously increasing. There are several wireless …
with high and stable accuracy is continuously increasing. There are several wireless …
Influence of measured radio map interpolation on indoor positioning algorithms
Indoor positioning and navigation increasingly have become popular, and there are many
different approaches, using different technologies. In nearly all of the approaches, the …
different approaches, using different technologies. In nearly all of the approaches, the …