Cargando…

Deep Learning-Based Indoor Localization Using Multi-View BLE Signal

In this paper, we present a novel Deep Neural Network-based indoor localization method that estimates the position of a Bluetooth Low Energy (BLE) transmitter (tag) by using the received signals’ characteristics at multiple Anchor Points (APs). We use the received signal strength indicator (RSSI) va...

Descripción completa

Detalles Bibliográficos
Autores principales:	Koutris, Aristotelis, Siozos, Theodoros, Kopsinis, Yannis, Pikrakis, Aggelos, Merk, Timon, Mahlig, Matthias, Papaharalabos, Stylianos, Karlsson, Peter
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003244/ https://www.ncbi.nlm.nih.gov/pubmed/35408373 http://dx.doi.org/10.3390/s22072759

Ejemplares similares

An Improved BLE Indoor Localization with Kalman-Based Fusion: An Experimental Study
por: Röbesaat, Jenny, et al.
Publicado: (2017)

On Indoor Localization Using WiFi, BLE, UWB, and IMU Technologies
por: Leitch, Samuel G., et al.
Publicado: (2023)

BLE Fingerprint Indoor Localization Algorithm Based on Eight-Neighborhood Template Matching
por: Li, Mingfeng, et al.
Publicado: (2019)

Optimized CNNs to Indoor Localization through BLE Sensors Using Improved PSO
por: Sun, Danshi, et al.
Publicado: (2021)

A Practice of BLE RSSI Measurement for Indoor Positioning
por: Ramirez, Ramiro, et al.
Publicado: (2021)

Introduction to audio analysis: a MATLAB approach
por: Giannakopoulos, Theodoros, et al.
Publicado: (2014)

Enhanced PDR-BLE Compensation Mechanism Based on HMM and AWCLA for Improving Indoor Localization
por: Jamil, Harun, et al.
Publicado: (2021)

Adaptive Scheme of Denoising Autoencoder for Estimating Indoor Localization Based on RSSI Analytics in BLE Environment
por: Kim, Kyuri, et al.
Publicado: (2023)

Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning
por: Polak, Ladislav, et al.
Publicado: (2021)

Indoor Content Delivery Solution for a Museum Based on BLE Beacons
por: Verde, David, et al.
Publicado: (2023)

Evaluating the Implications of Varying Bluetooth Low Energy (BLE) Transmission Power Levels on Wireless Indoor Localization Accuracy and Precision
por: Qureshi, Umair Mujtaba, et al.
Publicado: (2019)

A BLE-Based Pedestrian Navigation System for Car Searching in Indoor Parking Garages
por: Wang, Sheng-Shih
Publicado: (2018)

BLE-Based Indoor Tracking System with Overlapping-Resistant IoT Solution for Tourism Applications
por: Belka, Radosław, et al.
Publicado: (2021)

Graph Optimization Model Fusing BLE Ranging with Wi-Fi Fingerprint for Indoor Positioning
por: Zhou, Rong, et al.
Publicado: (2022)

Rab(ble) rouser
por: Leslie, Mitch
Publicado: (2008)

A Hybrid Method to Improve the BLE-Based Indoor Positioning in a Dense Bluetooth Environment
por: Huang, Ke, et al.
Publicado: (2019)

Applying Movement Constraints to BLE RSSI-Based Indoor Positioning for Extracting Valid Semantic Trajectories
por: Ramadhan, Hani, et al.
Publicado: (2020)

Improving BLE-Based Passive Human Sensing with Deep Learning
por: Iannizzotto, Giancarlo, et al.
Publicado: (2023)

Comparative analysis of computer-vision and BLE technology based indoor navigation systems for people with visual impairments
por: Kunhoth, Jayakanth, et al.
Publicado: (2019)

Le blé en herbe : roman
por: Colette, 1873-1954

Location-Enhanced Activity Recognition in Indoor Environments Using Off the Shelf Smart Watch Technology and BLE Beacons
por: Filippoupolitis, Avgoustinos, et al.
Publicado: (2017)

PCO-Based BLE Mesh Accelerator
por: Bukreyev, Ivan, et al.
Publicado: (2022)

Introduction to pattern recognition: a MATLAB approach
por: Theodoridis, Sergios, et al.
Publicado: (2010)

A Tool to Calculate the Level of Occupancy in Indoor and Outdoor Spaces Using BLE and Open Data to Be Published in Real-Time
por: Mateos Sánchez, Montserrat, et al.
Publicado: (2020)

Aggregation of GPS, WLAN, and BLE Localization Measurements for Mobile Devices in Simulated Environments
por: Książek, Kamil, et al.
Publicado: (2019)

Outdoor Localization Using BLE RSSI and Accessible Pedestrian Signals for the Visually Impaired at Intersections
por: Shin, Kiyoung, et al.
Publicado: (2022)

Development and Evaluation of BLE-Based Room-Level Localization to Improve Hand Hygiene Performance Estimation
por: Hadian, Kimia, et al.
Publicado: (2023)

CT-PPS the program and its possiâ??ble developments
por: Ferro, Fabrizio
Publicado: (2016)

UWB/BLE Tracking System for Elderly People Monitoring
por: Kolakowski, Jerzy, et al.
Publicado: (2020)

Wireless Coexistence of Cellular LBT Systems and BLE 5
por: MUHAMMAD, SIRAJ, et al.
Publicado: (2021)

On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment
por: Kritsis, Kosmas, et al.
Publicado: (2021)

Analysis of Latency Performance of Bluetooth Low Energy (BLE) Networks
por: Cho, Keuchul, et al.
Publicado: (2014)

Sensing social interactions through BLE beacons and commercial mobile devices
por: Girolami, Michele, et al.
Publicado: (2020)

Detecting and Correcting for Human Obstacles in BLE Trilateration Using Artificial Intelligence
por: Naghdi, Sharareh, et al.
Publicado: (2020)

COVID-19 and Your Smartphone: BLE-Based Smart Contact Tracing
Publicado: (2021)

Estimating Congestion in a Fixed-Route Bus by Using BLE Signals
por: Kanamitsu, Yuji, et al.
Publicado: (2022)

Downlink Performance Modeling and Evaluation of Batteryless Low Power BLE Node
por: Sultania, Ashish Kumar, et al.
Publicado: (2022)

Intracameral Bevacizumab Versus Sub-Tenon’s Mitomycin C as Adjuncts to Trabeculectomy: 3-Year Results of a Prospective Randomized Study
por: Kopsinis, Gerasimos, et al.
Publicado: (2021)

Deep CNN for Indoor Localization in IoT-Sensor Systems
por: Njima, Wafa, et al.
Publicado: (2019)

Analysis and Tools for Improved Management of Connectionless and Connection-Oriented BLE Devices Coexistence
por: Del Campo, Antonio, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_r91mesb12ia74fb3rjjs1pbpgj