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Papers Flow, A Survey of Machine Learning Techniques for Indoor…
Papers Flow
A Survey of Machine Learning Techniques for Indoor Localizationand Navigation Systems (04 March 2021)
Survey
A survey of calibration-free indoor positioning systems (19 March 2015)
Survey
Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications (29 November 2016)
Survey
A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine (15 January 2015)
Online Learning
Toward Low-Overhead Fingerprint-Based Indoor Localization via Transfer Learning: Design, Implementation, and Evaluation (08 September 2017)
Transfer Learning
Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning (19-22 March 2017)
Transfer Learning
LoCo: boosting for indoor location classification combining Wi-Fi and BLE (12 January 2016)
BLE technologie
RADAR: an in-building RF-based user location and tracking system (26-30 March 2000)
Classical
The Horus WLAN location determination system (06 June 2005)
Classical
Dynamic fine-grained localization in ad-hoc networks of sensors (16 July 2001)
Multi-Lateration
SmartPDR: Smartphone-Based Pedestrian Dead Reckoning for Indoor Localization (18 December 2014 )
SmartPhone
Fusion of WiFi, smartphone sensors and landmarks using the Kalman filter for indoor localization (5 January 2015)
Smartphone
Automatic Radio Map Adaptation for Indoor Localization Using Smartphones (09 August 2017 )
Smartphone
Smartphone-Based Indoor Localization System Using Inertial Sensor and Acoustic Transmitter/Receiver (30 August 2016)
Smartphone
Smartphone-Based Indoor Localization with Bluetooth Low Energy Beacons (26 April 2016)
Smartphone, BLE
Survey of Wireless Indoor Positioning Techniques and Systems (22 October 2007 )
Survey
Mobility Increases Localizability: A Survey on Wireless Indoor Localization using Inertial Sensors (01 April 2015)
Survey
A Survey on Wireless Indoor Localization from the Device Perspective (30 June 2016)
Survey
JUIndoorLoc: A Ubiquitous Framework for Smartphone-Based Indoor Localization Subject to Context and Device Heterogeneity (19 February 2019)
Dataset
Zee: zero-effort crowdsourcing for indoor localization (22 August 2012)
Crowdsourcing
A Robust Crowdsourcing-Based Indoor Localization System (14 April 2017)
Crowdsourcing
Using Classification in the Preprocessing Step on Wi-Fi Data as an Enabler of Physical Analytics (18-20 Dec. 2016)
Preprocessing/Filtering
Particlefilter and smoother for indoor localization (28-31 Oct. 2013)
Filtering
Smartphones Based Crowdsourcing for Indoor Localization (25 April 2014)
Windowing
Improved Wi-Fi RSSI Measurement for Indoor Localization (27 January 2017)
Windowing
Mobile robot for retail surveying and inventory using visual and textual analysis of monocular pictures based on deep learning (6-8 Sept. 2017)
ML Comparative
Smartphone based indoor localization using stable access points (04 January 2018)
Feature Extraction
Improving Indoor Localization Using Bluetooth Low Energy Beacons (18 Apr 2016)
BLE, WKNN
Novel weighted ensemble classifier for smartphone based indoor localization (3 August 2020)
K*, Windowing
An Efficient Normalized Rank Based SVM for Room Level Indoor WiFi Localization with Diverse Devices (09 Jul 2017)
Device Heterogeneity
Handling Fingerprint Sparsity for Wi-Fi Based Indoor Localization in Complex Environments (19-23 Aug. 2019)
Unsupervised, DBSCAN
Topology-based indoor localization by means of WiFi fingerprinting with a computational intelligent classifier (22-24 Nov. 2011)
Bagging
Feature Adaptive Online Sequential Extreme Learning Machine for lifelong indoor localization (26 September 2014)
Online Learning, Transfer Learning
WiDeep: WiFi-based Accurate and Robust Indoor Localization System using Deep Learning (11-15 March 2019)
Deep Learning
Indoor Localization via Candidate Fingerprints and Genetic Algorithm (09 December 2015)
Genetic Algorithm
Towards better generalization in WLAN positioning systems with genetic algorithms and neural networks (13 July 2019)
Genetic Algorithm
A Survey of Indoor Localization Systems and Technologies (16 April 2019)
Survey
A survey of indoor positioning systems and algorithms (25-27 April 2011)
Survey
A Survey on Localization for Mobile Wireless Sensor Networks (30 september 2009)
Survey
A Survey of Selected Indoor Positioning Methods for Smartphones (13 December 2016)
Survey, SmartPhone
Distance measurement and error estimation scheme for RSSI based localization in Wireless Sensor Networks (15-19 Dec. 2009)
Model Propagation
IndoorLoc platform: A public repository for comparing and evaluating indoor positioning systems (18-21 Sept. 2017)
Dataset
UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems
(27-30 Oct. 2014)
Dataset
UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems (13-16 Oct. 2015)
Dataset
Wi-Fi Crowdsourced Fingerprinting Dataset for Indoor Positioning (3 October 2017)
Dataset
HINDAWI
MDPI
IEEE
ELSEVIER
SPRINGER
ACM