Cargando…

Automated Calibration of RSS Fingerprinting Based Systems Using a Mobile Robot and Machine Learning

This paper describes an automated method for the calibration of RSS-fingerprinting-based positioning systems. The method assumes using a robotic platform to gather fingerprints in the system environment and using them for training machine learning models. The obtained models are used for positioning...

Descripción completa

Detalles Bibliográficos
Autor principal:	Kolakowski, Marcin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473432/ https://www.ncbi.nlm.nih.gov/pubmed/34577476 http://dx.doi.org/10.3390/s21186270

Ejemplares similares

WLAN RSS-Based Fingerprinting for Indoor Localization: A Machine Learning Inspired Bag-of-Features Approach
por: Altaf Khattak, Sohaib Bin, et al.
Publicado: (2022)

Integration of Directional Antennas in an RSS Fingerprinting-Based Indoor Localization System
por: Guzmán-Quirós, Raúl, et al.
Publicado: (2015)

RSS Fingerprint Based Indoor Localization Using Sparse Representation with Spatio-Temporal Constraint
por: Piao, Xinglin, et al.
Publicado: (2016)

On the Dynamic RSS Feedbacks of Indoor Fingerprinting Databases for Localization Reliability Improvement
por: Wen, Xiaoyang, et al.
Publicado: (2016)

An Efficient Indoor Positioning Method Based on Wi-Fi RSS Fingerprint and Classification Algorithm
por: Ezhumalai, Balaji, et al.
Publicado: (2021)

Unsupervised Learning in RSS-Based DFLT Using an EM Algorithm
por: Kaltiokallio, Ossi, et al.
Publicado: (2021)

A Survey of the Performance-Limiting Factors of a 2-Dimensional RSS Fingerprinting-Based Indoor Wireless Localization System
por: Yaro, Abdulmalik Shehu, et al.
Publicado: (2023)

Secrets of RSS
por: Holzner, Steven
Publicado: (2006)

RSS-Based Localization and Mobility Evaluation Using a Single NB-IoT Cell†
por: Janssen, Thomas, et al.
Publicado: (2020)

Toward Accurate Indoor Positioning: An RSS-Based Fusion of UWB and Machine-Learning-Enhanced WiFi †
por: Kia, Ghazaleh, et al.
Publicado: (2022)

Content syndication with RSS
por: Hammersley, Ben
Publicado: (2003)

Impact of Mobile Received Signal Strength (RSS) on Roaming and Non-roaming Mobile Subscribers
por: Karanja, Hinga Simon, et al.
Publicado: (2023)

Functional Analysis of RSS Spacers
Publicado: (2003)

An RSS Transform—Based WKNN for Indoor Positioning
por: Zhou, Rong, et al.
Publicado: (2021)

Calibration of Visible Light Positioning Systems with a Mobile Robot
por: Amsters, Robin, et al.
Publicado: (2021)

How to Build an RSS 20 Feed
por: Woodman, Mark
Publicado: (2006)

CERN Alerter - RSS based system for information broadcast to all CERN offices
por: Otto, R
Publicado: (2007)

Semi-supervised machine learning for automated species identification by collagen peptide mass fingerprinting
por: Gu, Muxin, et al.
Publicado: (2018)

In Silico Prediction of Fraction Unbound in Human Plasma from Chemical Fingerprint Using Automated Machine Learning
por: Mulpuru, Viswajit, et al.
Publicado: (2021)

Kinematics Calibration and Validation Approach Using Indoor Positioning System for an Omnidirectional Mobile Robot
por: Popovici, Alexandru-Tudor, et al.
Publicado: (2022)

RSS Indoor Localization Based on a Single Access Point
por: Kokkinis, Akis, et al.
Publicado: (2019)

Wideband TDoA Positioning Exploiting RSS-Based Clustering
por: Fuchs, Andreas, et al.
Publicado: (2023)

On Target Localization Using Combined RSS and AoA Measurements
por: Tomic, Slavisa, et al.
Publicado: (2018)

Wireless Fingerprinting Uncertainty Prediction Based on Machine Learning
por: Li, You, et al.
Publicado: (2019)

Automated calibration of somatosensory stimulation using reinforcement learning
por: Borda, Luigi, et al.
Publicado: (2023)

Machine-Learning-Based Calibration of Temperature Sensors
por: Liu, Ce, et al.
Publicado: (2023)

A Review of Techniques for RSS-Based Radiometric Partial Discharge Localization
por: Upton, David W., et al.
Publicado: (2021)

RSS based CERN Alerter. Information broadcast to all CERN offices.
por: Otto, R, et al.
Publicado: (2007)

Robust Statistical Approaches for RSS-Based Floor Detection in Indoor Localization
por: Razavi, Alireza, et al.
Publicado: (2016)

A Hybrid Indoor Positioning System Based on Visible Light Communication and Bluetooth RSS Trilateration
por: Albraheem, Lamya, et al.
Publicado: (2023)

Machine learning for analysis/calibration
por: Butter, Anja
Publicado: (2022)

RSS and Atom: Understanding and Implementing Content Feeds and Syndication
por: Wittenbrink, Heinz
Publicado: (2005)

An Efficient RSS Localization for Underwater Wireless Sensor Networks
por: L. N. Nguyen, Thu, et al.
Publicado: (2019)

Indoor 2D Positioning Method for Mobile Robots Based on the Fusion of RSSI and Magnetometer Fingerprints
por: Sarcevic, Peter, et al.
Publicado: (2023)

Automating Areas of Interest Analysis in Mobile Eye Tracking Experiments based on Machine Learning
por: Wolf, Julian, et al.
Publicado: (2018)

Target Localization via Integrated and Segregated Ranging Based on RSS and TOA Measurements
por: Tomic, Slavisa, et al.
Publicado: (2019)

Machine learning-based natural scene recognition for mobile robot localization in an unknown environment
por: Wang, Xiaochun, et al.
Publicado: (2019)

Target Tracking with Sensor Navigation Using Coupled RSS and AoA Measurements
por: Tomic, Slavisa, et al.
Publicado: (2017)

Using Machine Learning for the Calibration of Airborne Particulate Sensors
por: Wijeratne, Lakitha O.H., et al.
Publicado: (2019)

Chromosomal reinsertion of broken RSS ends during T cell development
por: Curry, John D., et al.
Publicado: (2007)

Cannot write session to /tmp/vufind_sessions/sess_vjv60oqvkh9u9c5h7l5hgc5dfe