Automatic Construction of Indoor 3D Navigation Graph from Crowdsourcing Trajectories

Automatic Construction of Indoor 3D Navigation Graph from Crowdsourcing Trajectories

Lacking indoor navigation graph has become a bottleneck in indoor applications and services. This paper presents a novel automated indoor navigation graph reconstruction approach from large-scale low-frequency indoor trajectories without any other data sources. The proposed approach includes three s...

Full description

Bibliographic Details
Main Authors:	Xin Fu, Hengcai Zhang, Peixiao Wang
Format:	Article
Language:	English
Published:	MDPI AG 2021-03-01
Series:	ISPRS International Journal of Geo-Information
Subjects:	indoor space navigation graph low-frequency trajectory location-based services
Online Access:	https://www.mdpi.com/2220-9964/10/3/146

Similar Items

Sensors and Sensing Technologies for Indoor Positioning and Indoor Navigation
by: Francesco Potortì, et al.
Published: (2020-10-01)

Evaluation of Indoor Paths Based On Indoor Navigation Network Models and Space Syntax Measures
by: Atakan Bilgili, et al.
Published: (2023-03-01)

Indoor Trajectory Prediction for Shopping Mall via Sequential Similarity
by: Peng Wang, et al.
Published: (2022-03-01)

Detection of Indoor High-Density Crowds via Wi-Fi Tracking Data
by: Peixiao Wang, et al.
Published: (2020-09-01)

Factor Graph with Local Constraints: A Magnetic Field/Pedestrian Dead Reckoning Integrated Navigation Method Based on a Constrained Factor Graph
by: Zehua Li, et al.
Published: (2023-09-01)

A unified 3D space-based navigation model for seamless navigation in indoor and outdoor
by: Jinjin Yan, et al.
Published: (2021-08-01)

Generating Comfortable Navigable Space for 3D Indoor Navigation Considering Users’ Dimensions
by: Wenjie Zhen, et al.
Published: (2020-09-01)

A Review of Pedestrian Indoor Positioning Systems for Mass Market Applications
by: Alejandro Correa, et al.
Published: (2017-08-01)

Semantic-Linked Data Ontologies for Indoor Navigation System in Response to COVID-19
by: Abdullah Alamri
Published: (2021-09-01)

Research into Kinect/Inertial Measurement Units Based on Indoor Robots
by: Huixia Li, et al.
Published: (2018-03-01)

Canoe: An Autonomous Infrastructure-Free Indoor Navigation System
by: Kai Dong, et al.
Published: (2017-04-01)

NFC Internal: An Indoor Navigation System
by: Busra Ozdenizci, et al.
Published: (2015-03-01)

Vehicle Trajectory Prediction Based on Local Dynamic Graph Spatiotemporal–Long Short-Term Memory Model
by: Juan Chen, et al.
Published: (2024-01-01)

L5IN: Overview of an Indoor Navigation Pilot Project
by: Caroline Schuldt, et al.
Published: (2021-02-01)

Point-Graph Neural Network Based Novel Visual Positioning System for Indoor Navigation
by: Tae-Won Jung, et al.
Published: (2021-10-01)

Indoor functional subspace division from point clouds based on graph neural network
by: Han Yue, et al.
Published: (2024-03-01)

Cycling Trajectory-Based Navigation Independent of Road Network Data Support
by: Kaixuan Zhang, et al.
Published: (2021-06-01)

Research Status and Trends of Indoor Positioning and Navigation Technology in China
by: Baoguo YU, Lu HUANG, Yachuan BAO, Haonan JIA, Shuang LI, Chong CHEN
Published: (2023-09-01)

A New Approach to Measuring the Similarity of Indoor Semantic Trajectories
by: Jin Zhu, et al.
Published: (2021-02-01)

Trajectory generation algorithm of inertial navigation based on smart phone
by: WANG Zhenghe
Published: (2015-05-01)

ARBIN: Augmented Reality Based Indoor Navigation System
by: Bo-Chen Huang, et al.
Published: (2020-10-01)

Impact of Navigation Aid and Spatial Ability Skills on Wayfinding Performance and Workload in Indoor-Outdoor Campus Navigation: Challenges and Design
by: Rabail Tahir, et al.
Published: (2023-08-01)

An Indoor Navigation Methodology for Mobile Devices by Integrating Augmented Reality and Semantic Web
by: Jesus Ivan Rubio-Sandoval, et al.
Published: (2021-08-01)

Construct Trip Graphs by Using Taxi Trajectory Data
by: Hao Yu, et al.
Published: (2023-02-01)

Designing indoor navigation interfaces on smartphones compatible with human information processing in an emergency evacuation scenario
by: Meng-Cong Zheng, et al.
Published: (2019-11-01)

Formulation for observed and computed values of Deep Space Network data types for navigation /
by: 319186 Moyer, Theodore D.
Published: (2003)

A Review of Technologies and Techniques for Indoor Navigation Systems for the Visually Impaired
by: Walter C. S. S. Simões, et al.
Published: (2020-07-01)

Towards a Better Understanding of Museum Visitors’ Behavior through Indoor Trajectory Analysis
by: Alexandros Kontarinis, et al.
Published: (2017-09-01)

Determination of trajectories using IKZ/CF inertial navigation: Methodological proposal
by: Moises J. Castro-Toscano, et al.
Published: (2023-03-01)

Design, Implementation and Evaluation of an Indoor Navigation System for Visually Impaired People
by: Alejandro Santos Martinez-Sala, et al.
Published: (2015-12-01)

Automatic Generation of 3D Indoor Navigation Networks from Building Information Modeling Data Using Image Thinning
by: Weisong Zhang, et al.
Published: (2023-06-01)

Defining a Model for Integrating Indoor and Outdoor Network Data to Support Seamless Navigation Applications
by: Alexis Richard C. Claridades, et al.
Published: (2021-08-01)

Developing a simulator of a mobile indoor navigation application as a tool for cartographic research
by: Łobodecki Jakub, et al.
Published: (2022-01-01)

Discovering Influential Positions in RFID-Based Indoor Tracking Data
by: Ye Jin, et al.
Published: (2020-06-01)

IoT-Enabled Indoor Navigation: Data-Driven Insights for Seamless User Experience from the Indoor Navigation Test
by: Valeriya Glazkova, et al.
Published: (2024-01-01)

Anomalous Indoor Human Trajectory Detection Based on the Transformer Encoder and Self-Organizing Map
by: Doi Thi Lan, et al.
Published: (2023-01-01)

The Ship Movement Trajectory Prediction Algorithm Using Navigational Data Fusion
by: Piotr Borkowski
Published: (2017-06-01)

A review of smartphones‐based indoor positioning: Challenges and applications
by: Khuong An Nguyen, et al.
Published: (2021-03-01)

Generating Spatial Knowledge Graphs with 2D Indoor Floorplan Data: A Case Study on the Jeonju Express Bus Terminal
by: Hanme Jang, et al.
Published: (2024-02-01)

Implementation of a Beacon-Enabled Mobile Indoor Navigation System Using Augmented Reality
by: Arif Koyun, et al.
Published: (2018-01-01)