IPIN 2019 proceedings
Proceedings of IPIN 2019 are published on IEEE Xplore Digital Library, and CEUR-WS.org, indexed by Scopus, Ei Compendex and DBLP.
Program overview
Saturday, 28 Sep: Competition survey and setup - Sunday, 29 Sep: Competition proper
Monday, 30 Sep
| Tutorial and Workshop | ||||
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| Opening Session | ||||
| Keynote I | ||||
Parallel Sessions
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| Welcome cocktail |
Tuesday, 1 Oct
| Keynote II | ||||||
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IPIN-ISC meeting |
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| Lunch | ||||||
| IPIN-ISC committee report | ||||||
Parallel Sessions
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| Poster Session | ||||||
Parallel Sessions
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| Group photo & City sightseeing | ||||||
Wednesday, 2 Oct
| Keynote III | |||||||
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Parallel Sessions
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| Lunch | |||||||
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TPC meeting |
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| Poster Session | |||||||
Parallel Sessions
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| Social dinner | |||||||
Detailed program
Time slots for oral presentations in parallel sessions are 20' long. Slot positions for all RP (Regular Papers) are meant to be fixed. WiP (Work-in-Progress) papers will be presented only if time permits and may be moved to a different slot, according to the session chair decision.
During the poster sessions, authors will be available by their poster for discussion.
30 September - Day 1
| 9.00- | Registration |
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| 10.00-12.00 |
Tutorial – Deep learning methods: a practical approach
Room C – Francesco Morandin |
| 10.00-12.00 |
Workshop – Data collection workshop
Room E – Joaquín Torres Sospedra, Antoni Pérez Navarro |
| 13.00- | Registration |
| 14.00-14.30 |
Opening session
Auditorium |
| 14.30-15.30 |
Keynote – Reliability and error traceability
Auditorium – Domenico Mariotti |
| 15.30-15.50 | Coffee break |
| 15.50-17.30 | Parallel sessions |
| C12 - Fusion methods | |
| Room C – chair: Valérie Renaudin – Ifsttar (FR) | |
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RP 31 Evaluation of An Indoor Localization Engine Christophe Villien, Bruno Flament and Anne Frassati |
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RP 53 A calibrated-RSSI/PDR/Map integrated system based on a novel particle filter for indoor navigation Wen Liu, Jing Li, Zhongliang Deng, Xiao Fu and Qianqian Cheng |
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RP 990 A Novel Lightweight Particle Filter for Indoor Localization Georgios Pipelidis, Nikolaos Tsiamitros, Christian Gentner, Dina Bousdar Ahmed and Christian Prehofer |
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RP 1061 Towards Robust Visible Light Positioning Under LED Shortage by Visual-inertial Fusion Qing Liang, Jiahui Lin and Ming Liu |
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WiP 1016 Pals: High-Accuracy Pedestrian Localization with Fusion of Smartphone Acoustics and PDR Hucheng Wang, Lei Zhang, Zhi Wang and Xiaonan Luo |
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| D12 - Time of Flight 1/2 | |
| Room D – chair: Binghao Li – University of New South Wales (AU) | |
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RP 1015 Experimental Evaluation of Round-Trip ToF-based Localization in the 60 GHz Band Nebojsa Maletic, Vladica Sark, Marcus Ehrig, Jesus Gutierrez and Eckhard Grass |
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RP 1018 Smartphone-based Indoor Localization Using Wi-Fi Fine Timing Measurement Kyuwon Han, Seung Min Yu and Seong-Lyun Kim |
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RP 1054 TALLA: Large-scale TDoA Localization with Ultra-wideband Radios Davide Vecchia, Pablo Corbalan, Timofei Istomin and Gian Pietro Picco |
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RP 1055 Unsupervised learning technique to obtain the coordinates of Wi-Fi access points Jeongsik Choi, Yang-Seok Choi and Shilpa Talwar |
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| E12 - Optical systems | |
| Room E – chair: Adriano Moreira – University of Minho (PT) | |
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RP 1070 Infrared and Camera Fusion Sensor for Indoor Positioning Ernesto Martin Gorostiza |
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RP 89 Estimation of the Polar Angle in a 3D Infrared Indoor Positioning System based on a QADA receiver Elena Aparicio-Esteve, Alvaro Hernandez, Jesús Ureña Ureña, Jose Manuel Villadangos and Francisco Ciudad |
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RP 994 InFo: Indoor localization using Fusion of Visual Information from Static and Dynamic Cameras Chelhwon Kim, Chidansh Bhatt, Mitesh Patel, Don Kimber and Yulius Tjahjadi |
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WiP 77 Azimuth Estimation for Indoor Localization Using Redundant Planar Circular Photodiode Array Gergely Zachár, Gergely Vakulya and Gyula Simon |
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| 18.00- | Welcome cocktail |
| 19.00-19.30 | Flag throwers performance |
1 October - Day 2
| 8.15- | Registration |
|---|---|
| 9.00-10.00 |
Keynote – Testing of indoor localization and tracking systems
Auditorium – Nader Moayeri |
| 10.00-10.20 | Coffee break |
| 10.20-11.20 |
IPIN-ISC meeting
Room B |
| 10.20-12.20 | Parallel sessions |
| C21 - RSS and fingerprinting 1/3 | |
| Room C – chair: Paolo Barsocchi – CNR-ISTI (IT) | |
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RP 998 Survey on CSI-based Indoor Positioning Systems and Recent Advances Wen Liu, Qianqian Cheng, Zhongliang Deng, Hong Chen, Xiao Fu, Xinyu Zheng, Shixuan Zheng, Cunzhe Chen and Shuo Wang |
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RP 14 E-Loc: Enhanced CSI Fingerprinting Localization for massive Machine-Type Communications in Wi-Fi Ambient Connectivity Brieuc Berruet, Oumaya Baala, Alexandre Caminada and Valéry Guillet |
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RP 21 CRLB-based Positioning Performance of Indoor Hybrid AoA/RSS/ToF Localization Chenglong Li, Jens Trogh, David Plets, Emmeric Tanghe, Jeroen Hoebeke, Eli De Poorter and Wout Joseph |
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RP 34 Automatic RF Interference Maps and their relationship with Wi-Fi Positioning Errors Cristiano Pendão and Adriano Moreira |
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WiP 60 Senior Monitoring: A Real Case of Applying a WiFi Fingerprinting-based Indoor Positioning Method for People Monitoring Raul Montoliu, Emilio Sansano, Arturo Gascó, Oscar Belmonte and Antonio Caballer |
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| D21 - Visible light positioning | |
| Room D – chair: Hideo Makino – Niigata University (JP) | |
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RP 1009 Luminaire Reference Points (LRP) in Visible Light Positioning using Hybrid Imaging-Photodiode (HIP) Receivers Stefanie Cincotta, Adrian Neild and Jean Armstrong |
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RP 1026 Three-dimensional Visible Light Positioning: an Experimental Assessment of the Importance of the LEDs’ Locations David Plets, Sander Bastiaens, Muhammad Ijaz, Yousef Almadani, Luc Martens, Willem Raes, Nobby Stevens and Wout Joseph |
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RP 68 Indoor Positioning System Based on LED lighting and PSD Sensor Alvaro De-La-Llana-Calvo, Jose-Luis Lazaro-Galilea, Alfredo Gardel-Vicente, David Rodriguez-Navarro and Ignacio Bravo-Muñoz |
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RP 90 Towards Automated Calibration of Visible Light Positioning Systems Robin Amsters, Dimiter Holm, Joren Joly, Eric Demeester, Nobby Stevens and Peter Slaets |
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RP 47 Towards Robust VLC Beacon Identification in Camera Based Localization Systems Márk Rátosi and Gyula Simon |
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| E21 - Robots, UAV, acoustic systems | |
| Room E – chair: Jesús Ureña – University of Alcalá (ES) | |
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RP 93 Robot Self Position based on Asynchronous Millimetre Wave Radar Interference Daniel Albuquerque, Edgar Gonçalves, Eurico Pedrosa, Francisco Teixeira and José Vieira |
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RP 991 High Precision Indoor Navigation for Autonomous Vehicles Eduardo Sánchez Morales, Michael Botsch, Bertold Huber and Andrés García Higuera |
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RP 9 Adaptive algorithm for estimating the position of a passive object in a picking shelf Ibrahim Ibrahim, Kai Rieger, Tobias Draeger and Rafael Psiuk |
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RP 78 EKF-based and Geometry-based Positioning under Location Uncertainty of Access Nodes in Indoor Environment Yi Lu, Mike Koivisto, Jukka Talvitie, Mikko Valkama and Elena Simona Lohan |
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RP 1064 3-D Localization for Smartphones using a Single Speaker Hiroaki Murakami, Nakamura Masanari, Hiromichi Hashizume and Masanori Sugimoto |
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WiP 1051 Indoor localization based on analysis of environmental ultrasound Yudai Nagama, Takeshi Umezawa and Noritaka Osawa |
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| A21 - Special session - Machine learning | |
| Auditorium – chair: Christopher Mutschler – Friedrich-Alexander University (DE) | |
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RP 5 CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras Adrian Cosma, Ion Emilian Radoi and Valentin Radu |
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RP 6 Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking Xijia Wei and Valentin Radu |
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RP 73 Semi-supervised Variational Autoencoder for WiFi based Indoor Localization Boris Chidlovskii and Leonid Antsfeld |
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RP 86 GroupWi-Lo: Maintaining Wi-Fi-based Indoor Localization Accurate via Group-wise Total Variation Regularization Masato Sugasaki, Kota Tsubouchi, Masamichi Shimosaka and Nobuhiko Nishio |
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RP 1036 A Bidirectional LSTM for Estimating Dynamic Human Velocities from a Single IMU Tobias Feigl, Sebastian Kram, Philipp Woller, Ramiz H. Siddiqui, Michael Philippsen and Christopher Mutschler |
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| 12.20-14.00 | Lunch |
| 14.00-14.20 |
IPIN-ISC - IPIN Standardisation Committee report
Joaquín Torres-Sospedra |
| 14.20-15.40 | Parallel sessions |
| C22 - Ultra Wide Band 1/2 | |
| Room C – chair: Neal Patwari – Washington University (US) | |
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RP 1072 UWB Positioning for Industrial Applications: the Galvanic Plating Case Study Lorenzo Mucchi, Alessio Martinelli, Sara Jayousi and Stefano Caputo |
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RP 57 A Bidirectional Object Tracking and Navigation System using a True-Range Multilateration Method Cung Lian Sang, Michael Adams, Timo Korthals, Timm Hörmann, Marc Hesse and Ulrich Rückert |
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RP 38 Impact of FR1 5G NR Jammers on UWB Indoor Position Location Systems Gino Carfano, Hector Murguia, Prasad Gudem and Patrick Mercier |
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WiP 999 Evaluation of positioning and ranging errors for UWB indoor applications Vincenzo Di Pietra, Paolo Dabove, Marco Piras and Andrea Lingua |
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| D22 - Time of Flight 2/2 | |
| Room D – chair: Hiromichi Hashizume – National Institute of Informatics, (JP) | |
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RP 19 On the integration of a phase-based localization system into an FMCW-radar system: Challenges and lessons learnt Marco Gunia, Adrin Zinke, Niko Joram and Frank Ellinger |
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RP 1001 Clock Error Analysis of Common Time of Flight based Positioning Methods Maximilian von Tschirschnitz, Marcel Wagner, Marc-Oliver Pahl and Georg Carle |
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RP 1002 A Generalized TDoA/ToA Model for ToF Positioning Maximilian von Tschirschnitz, Marcel Wagner, Marc-Oliver Pahl and Georg Carle |
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WiP 98 Experimental TDoA Localisation in Real Public LoRa Networks Nico Podevijn, David Plets, Michiel Aernouts, Rafael Berkvens, Luc Martens, Maarten Weyn and Wout Joseph |
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| E22 - Services and interoperability 1/2 | |
| Room E – chair: Michele Girolami – CNR-ISTI (IT) | |
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RP 12 Magnetic Field based Indoor Localization System: A Crowdsourcing Approach Myeongcheol Kwak, Chorom Hamm, Soobin Park and Ted "Taekyoung" Kwon |
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RP 43 Regression Assisted Crowdsourcing Approach for Fingerprint Radio Map Construction Santosh Subedi, Hui-Seon Gang and Jae-Young Pyun |
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RP 1025 Cross-Device Radio Map Generation via Crowdsourcing Georgios Pipelidis, Nikolaos Tsiamitros, Efdal Ustaoglu, Romeo Kienzler, Petteri Nurmi, Huber Flores and Christian Prehofer |
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WiP 22 Indoor Crowd Density Estimation for Efficient Monitoring System Phong Nguyen and Takayuki Akiyama |
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WiP 1046 Non-restraint Human Authentication Using MIMO Array Shoichi Iizuka, Takeshi Nakayama, Dai Sasakawa and Naoki Honma |
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| 15.30-16.30 | Poster session |
| 15.40-16.00 | Coffee break |
| 16.30-17.50 | Parallel sessions |
| C23 - Ultra Wide Band 2/2 | |
| Room C – chair: Masanori Sugimoto – Hokkaido University (JP) | |
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RP 1006 Range Bias Modeling and Autocalibration of an UWB Positioning System Andreas De Preter, Glenn Goysens, Jan Anthonis, Jan Swevers and Goele Pipeleers |
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RP 1005 Accuracy Assessment and Learned Error Mitigation of UWB ToF Ranging Lorenz Schmid, David Salido Monzú and Andreas Wieser |
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WiP 83 Estimating Vehicle-to-Vehicle Relative Position and Attitude using Multiple UWB Ranges Ehab Ghanem, Kyle O'Keefe and Richard Klukas |
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| D23 - Inertial and hybrid systems 1/3 | |
| Room D – chair: Phong Nguyen – Hitachi Central Research Laboratory (JP) | |
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RP 1057 Autocorrelation analysis of accelerometer signal to detect and count steps of smartphone users João Santos, António Duarte Costa and Maria João Nicolau |
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RP 49 State Observability through Prior Knowledge: Tracking Track Cyclers with Inertial Sensors Tom L. Koller and Udo Frese |
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RP 13 Multiple Hypothesis Testing Approach to Pedestrian INS with Map-Matching Muhammed Koroglu, Mehmet Korkmaz, Alper Yilmaz and Akif Durdu |
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WiP 1003 Covariance Error Analysis for Pedestrian Dead Reckoning with Foot Mounted IMU Yury Bolotin, Alexander Bragin and Ilya Gartseev |
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| E23 - Non-RSS range-based systems 1/2 | |
| Room E – chair: Ying-Ren Chien – National Ilan University (TW) | |
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RP 40 Investigation of Multipath Effects on Phase-based Ranging Yannic Schröder, Daniel Heidorn and Lars Wolf |
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RP 993 Performance Analysis of a 60-GHz Radar for Indoor Positioning and Tracking Alessandro Antonucci, Michele Corrà, Alessandro Ferrari, Daniele Fontanelli, Emiliano Fusari, David Macii and Luigi Palopoli |
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RP 32 A New Ground-based High-precision Local Positioning System for Indoor and Outdoor Positioning Zhijun Meng, Xiye Guo, Jun Yang and Changshui Liu |
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| 18.00-20.00 | Group photo & City sightseeing |
2 October - Day 3
| 8.15- | Registration |
|---|---|
| 9.00-10.00 |
Keynote – RF is the new light: sensing, localization and privacy
Auditorium – Neal Patwari |
| 10.00-10.20 | Coffee break |
| 10.20-12.20 | Parallel sessions |
| C31 - RSS and fingerprinting 2/3 | |
| Room C – chair: Stefan Knauth – Stuttgart University of Applied Sciences (DE) | |
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RP 54 A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Grigorios G. Anagnostopoulos and Alexandros Kalousis |
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RP 1065 Enhancing WiFi RSS fingerprint positioning accuracy: lobe-forming in radiation pattern enabled by an air-gap Sergio Lembo, Seppo Horsmanheimo, Matti Somersalo, Matti Laukkanen, Lotta Tuomimäki and Sami Huilla |
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RP 3 Exploiting Different Combinations of Complementary Sensor's data for Fingerprint-based Indoor Positioning in Industrial Environments Joaquín Torres-Sospedra, Adriano Moreira, Germán Martín Mendoza-Silva, Maria João Nicolau, Miguel Matey-Sanz, Ivo Silva, Joaquín Huerta, Cristiano Pendão and Cristiano Pendão |
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RP 1013 Positioning error prediction and training data evaluation in RF fingerprinting method Syed Khandker, Riaz Mondal and Tapani Ristaniemi |
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WiP 1023 Binary Fingerprinting-Based Positioning Systems with Uncertainty Regions Marouan Mizmizi, Miguel Omenaca Muro and Luca Reggiani |
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| D31 - Mapping, SLAM | |
| Room D – chair: Kyle O'Keefe – University of Calgary (CA) | |
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RP 10 Towards automatic configuration of floorplans for Indoor Positioning System Paweł Wilk, Wojciech Jaworski, Mateusz Juszczak, Monika Wysoczanska and Andrew YongGwon Lee |
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RP 20 LVO: Line only stereo Visual Odometry Manuel Lange, Claudio Raisch and Andreas Schilling |
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RP 41 Comprehensive Floor Plan Mapping for Indoor Exploration and Guidance of Aerial Vehicles Silvia Prophet, Jiyu Bao and Gert F. Trommer |
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RP 66 Stationary Detector for Monocular Visual-Inertial SLAM richard guillemard, François Hélénon, Bruno Petit, Vincent Gay-Bellile and Mathieu Carrier |
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RP 1058 Rapid BLE Beacon Localization with Range-Only EKF-SLAM Using Beacon Interval Constraint Akihiro Sato, Madoka Nakajima and Naohiko Kohtake |
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| E31 - Complete systems | |
| Room E – chair: Soyeon Lee – ETRI (KR) | |
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RP 1045 A Smartphone Indoor Localization Using Inertial Sensors and Single Wi-Fi Access Point Tuan D. Vy, Thu L. N. Nguyen and Yoan Shin |
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RP 1071 Seamless Indoor-Outdoor Infrastructure-free Navigation for Pedestrians and Vehicles with GNSS-aided Foot-mounted IMU Ni Zhu, Miguel Ortiz and Valérie Renaudin |
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RP 1021 Multi-Modal Probabilistic Indoor Localization on a Smartphone Frederike Dümbgen, Cynthia Oeschger, Mihailo Kolundžija, Adam Scholefield, Emmanuel Girardin, Johan Leuenberger and Serge Ayer |
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WiP 84 WPIN: A waypoint-based indoor navigation system Edward Chu, Shih-Chia Wang, Chao-Chun Chang, Jane Liu, Jiun Hsu and Hui-Mei Wu |
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WiP 65 A cloud-based parallel system for locating customers in indoor malls Pedro Álvarez, Noelia Hernández, Fco. Javier Fabra and Manuel Ocaña |
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WiP 70 A GM/DR Integrated Navigation Scheme for Road Network Application xinchun ji, Dongyan Wei, Wen Li, Yi Lu and Hong Yuan |
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| A31 - Special session - Evaluation | |
| Auditorium – chair: Estefanía Muñoz Diaz – DLR (DE) | |
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RP 52 Machine Learning applied to Wi-Fi fingerprinting: The experiences of the Ubiqum Challenge Jordi Rojo, Germán Martín Mendoza-Silva, Gabriel Ristow, Jorma Laiapea, Gerardo Parrello, Arnau Simó, Laura Stupin, Deniz Minican, María Farrés, Carmen Corvalán, Florian Unger, Sara Marín López, Ignacio Soteras, Daniel Castejón Bravo and Joaquín Torres-Sospedra |
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RP 74 Tools for smartphone multi-sensor data registration and GT mapping for positioning applications Antonio R. Jiménez Ruiz, Fernando Seco and Joaquín Torres-Sospedra |
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RP 96 RuDaCoP: The Dataset for Smartphone-based Intellectual Pedestrian Navigation Andrey Bayev, Ivan Chistyakov, Alexey Derevyankin, Ilya Gartseev, Alexey Nikulin and Mikhail Pikhletsky |
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RP 7 Localization Systems Repository: A Platform for Open-source Localization Systems and Datasets Ion Emilian Radoi, Dumitru Cirimpei and Valentin Radu |
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RP 51 Survey on Indoor Map Standards and Formats Ki-Joune Li, Sisi Zlatanova, Joaquín Torres-Sospedra, Antoni Perez-Navarro, Christos Laoudias and Adriano Moreira |
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| 12.20-14.00 | Lunch |
| 14.00-15.20 |
TPC meeting
Room B |
| 14.00-15.20 | Parallel sessions |
| C32 - RSS and fingerprinting 3/3 | |
| Room C – chair: Dongyan Wei – Aerospace Information Research Institute (CN) | |
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RP 1050 No-Sweat Detective: No Effort Anomaly Detection for Wi-Fi-Based Localization Kota Tsubouchi, Kohei Yamamoto and Nobuhiko Nishio |
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RP 59 Trilateration With BLE RSSI Accounting for Path-loss Due to Human Obstacles Sharareh Naghdi and Kyle O'Keefe |
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RP 92 Indoor Tracking and Localization of non-authorized Cellphones in Prisons Using Uplink Signals Armin Schmidt, Lucien Müller, Björn Grossniklaus, Rolf Vetter, Pascal Schwab and Fritz Dellsperger |
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| D32 - Inertial and hybrid systems 2/3 | |
| Room D – chair: Ni Zhu – Ifsttar (FR) | |
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RP 27 Step Recognition Method Using Air Pressure Sensor Katsuhiko Kaji, Keisuke Isomura and Tsubasa Takai |
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RP 88 Determination of the Walking Direction of a Pedestrian from Acceleration Data Ricardo Leonardo, Gonçalo Rodrigues, Marília Barandas, Pedro Alves, Ricardo Santos and Hugo Gamboa |
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RP 1028 Robust pedestrian trajectory reconstruction from inertial sensor Bertrand Beaufils, Marc Grelet, Bertrand Michel and Frédéric Chazal |
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WiP 85 In use IMU calibration and pose estimation Henk Kortier |
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| E32 - Services and interoperability 2/2 | |
| Room E – chair: Stefano Chessa – University of Pisa (IT) | |
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RP 1073 What is next for Indoor Localisation? Taxonomy, protocols, and patterns for advanced Location Based Services Francesco Furfari, Antonino Crivello, Paolo Barsocchi, Filippo Palumbo and Francesco Potortì |
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RP 80 Multi-Platform Architecture for Cooperative Pedestrian Navigation Applications Pekka Peltola, Reza Montasari, Antonio R. Jiménez Ruiz, Fernando Seco and Richard Hill |
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RP 48 Evaluation of an indoor positioning system for added-value services in a mall Jose A Lopez Pastor, Alejandro Santos Martínez-Sala, José Luis Gómez-Tornero and Antonio Jesus Ruiz Ruiz |
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WiP 1008 Investigation of Indoor Positioning Technologies for Underground Mine Environments Binghao Li, Kai Zhao, Serkan Saydam, Qiang Wang, Jian Wang and Chris Rizos |
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| 15.10-16.10 | Poster session |
| 15.20-15.40 | Coffee break |
| 16.10-17.30 | Parallel sessions |
| C33 - Magnetic systems | |
| Room C – chair: Joaquín Torres-Sospedra – University Jaume I (ES) | |
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RP 58 Improving Inertial Velocity Estimation Through Magnetic Field Gradient-based Extended Kalman Filter Makia Zmitri, Hassen Fourati and Christophe Prieur |
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RP 1044 Improving Augmented Reality Relocalization using Beacons and Magnetic Field Maps Niranjini Rajagopal, John Miller, Krishna Kumar Reghu Kumar, Anh Luong and Anthony Rowe |
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RP 1068 A Dynamic Feature Fusion Strategy for Magnetic Field and Wi-Fi Based Indoor Positioning Yichen Du and Tughrul Arslan |
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WiP 79 Vector Calibration for Magnetic Field Based Indoor Localization Wonjoon Son and Lynn Choi |
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| D33 - Inertial and hybrid systems 3/3 | |
| Room D – chair: Valérie Renaudin – Ifsttar (FR) | |
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RP 91 Door Transition Detection for Long-Term Stability in Pedestrian Indoor Positioning Robert Jackermeier and Bernd Ludwig |
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RP 1031 IMU-based Characterization of the Leg for the Implementation of Biomechanical Models Sara García de Villa, Estefania Munoz Diaz, Dina Bousdar, Juan Jesus Garcia and Ana Jimenez |
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RP 37 Inertial pedestrian localization with soft constraints based on biomechancial models Dina Bousdar |
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WiP 82 Pedestrian Dead-Reckoning Using Multiple Low-Cost Inertial/Magnetic Sensors on Lower Limbs Chandra Tjhai and Kyle O'Keefe |
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| E33 - Non-RSS range-based systems 2/2 | |
| Room E – chair: Hong Yuan – Aerospace Information Research Institute (CN) | |
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RP 1037 Performance Characterization of an Indoor Localization System with LTE Code and Carrier Phase Measurements and an IMU Zak Kassas, Ali Abdallah and Kimia Shamaei |
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RP 1047 Wi-Fi RTT based indoor positioning with dynamic weighted multidimensional scaling Shuo Yan, luo haiyong, Fang Zhao, Wenhua Shao, Zhaohui Li and Antonino Crivello |
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RP 69 Positioning Indoors with LTE Communications Signals of Different Bandwidth Chris Marshall, Andrea Dalla Torre, Marco Driusso, Alessandro Pin, Federico Pittino and Roberto Rinaldo |
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WiP 94 5G networks three-dimensional indoor positioning based on improved Chan algorithm Jiazhi Han, Fuxing Yang, Ke Han, Zhongliang Deng, Jingwen Jiang, Jiawen Zhang, Lingjie Shi, Xiao Fu and Jiawei Fu |
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| 19.30- | Social dinner |
3 October - Day 4
| 8.15- | Registration |
|---|---|
| 9.00-10.40 |
Competition presentations and awards
Auditorium |
| 10.40-12.00 |
Best papers presentations
Auditorium |
| 12.00-12.20 | Coffee break |
| 12.20-12.40 |
Best papers and poster awards
Auditorium |
| 12.40-13.00 |
Closing session
Auditorium |
