A New Approach to Measuring the Similarity of Indoor Semantic Trajectories

A New Approach to Measuring the Similarity of Indoor Semantic Trajectories

People spend more than 80% of their time in indoor spaces, such as shopping malls and office buildings. Indoor trajectories collected by indoor positioning devices, such as WiFi and Bluetooth devices, can reflect human movement behaviors in indoor spaces. Insightful indoor movement patterns can be d...

Full description

Bibliographic Details
Main Authors:	Jin Zhu, Dayu Cheng, Weiwei Zhang, Ci Song, Jie Chen, Tao Pei
Format:	Article
Language:	English
Published:	MDPI AG 2021-02-01
Series:	ISPRS International Journal of Geo-Information
Subjects:	indoor trajectory similarity semantic similarity edit distance indoor positioning data indoor walking distance
Online Access:	https://www.mdpi.com/2220-9964/10/2/90

Similar Items

Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity
by: Peixiao Wang, et al.
Published: (2019-11-01)

A Novel Semantic Matching Method for Indoor Trajectory Tracking
by: Sheng Guo, et al.
Published: (2017-07-01)

Indexing for Moving Objects in Multi-Floor Indoor Spaces That Supports Complex Semantic Queries
by: Hui Lin, et al.
Published: (2016-09-01)

A Protocol-Channel-Based Indoor Positioning Performance Study for Bluetooth Low Energy
by: Gabriel De Blasio, et al.
Published: (2018-01-01)

Applying Movement Constraints to BLE RSSI-Based Indoor Positioning for Extracting Valid Semantic Trajectories
by: Hani Ramadhan, et al.
Published: (2020-01-01)

WiFi fingerprint indoor localization based on weighted cosine similarity
by: Wu Yun, et al.
Published: (2017-02-01)

Indoor Routing on Logical Network Using Space Semantics
by: Liu Liu, et al.
Published: (2019-03-01)

Semantic-Geographic Trajectory Pattern Mining Based on a New Similarity Measurement
by: You Wan, et al.
Published: (2017-07-01)

A Drift-of-Stay Pattern Extraction Method for Indoor Pedestrian Trajectories for the Error and Accuracy Assessment of Indoor Wi-Fi Positioning
by: Dengbo Yu, et al.
Published: (2019-10-01)

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

A Mixed Approach to Similarity Metric Selection in Affinity Propagation-Based WiFi Fingerprinting Indoor Positioning
by: Giuseppe Caso, et al.
Published: (2015-10-01)

Semantic Interpretation of Mobile Laser Scanner Point Clouds in Indoor Scenes Using Trajectories
by: Shayan Nikoohemat, et al.
Published: (2018-11-01)

Distance Measurement Error Modeling for Time-of-Arrival Based Indoor Geolocation
by: Alavi, Bardia
Published: (2006)

Development of an Indoor Space Semantic Model and Its Implementation as an IndoorGML Extension
by: Nishith Maheshwari, et al.
Published: (2019-07-01)

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

Indoor Positioning Algorithm Based on the Improved RSSI Distance Model
by: Guoquan Li, et al.
Published: (2018-08-01)

Indoor navigation
by: Mazaheri, Shima
Published: (2017)

Accuracy of Bluetooth based Indoor Positioning using different Pattern Recognition Techniques
by: María Rodríguez-Damián, et al.
Published: (2019-04-01)

A Measure of Similarity Between Trajectories of Vessels
by: Le QI, et al.
Published: (2016-03-01)

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

Measuring the Distance of Moving Objects from Big Trajectory Data
by: Khaing Phyo Wai, et al.
Published: (2017-03-01)

Space Subdivision of Indoor Mobile Laser Scanning Data Based on the Scanner Trajectory
by: Ahmed Elseicy, et al.
Published: (2018-11-01)

Three-Dimensional Indoor Fire Evacuation Routing
by: Yan Zhou, et al.
Published: (2020-09-01)

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

Multi-aspect Semantic Trajectory Similarity Computation Model
by: CAI Mingxin, SUN Jing, WANG Bin
Published: (2021-09-01)

A State-of-the-Art Survey of Indoor Positioning and Navigation Systems and Technologies
by: Wilson Sakpere, et al.
Published: (2017-12-01)

A Semi-Simulated RSS Fingerprint Construction for Indoor Wi-Fi Positioning
by: Yuan Yang, et al.
Published: (2020-09-01)

An Efficient Indoor Positioning Method with the External Distance Variation for Wireless Networks
by: Ching-Mu Chen, et al.
Published: (2021-08-01)

Queuing Time Prediction Using WiFi Positioning Data in an Indoor Scenario
by: Hua Shu, et al.
Published: (2016-11-01)

Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders
by: Qu Wang, et al.
Published: (2019-02-01)

Node Density and Quality of Estimation for Infrastructure-based Indoor Geolocation Using Time of Arrival
by: Kanaan, Muzaffer
Published: (2008)

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)

Accuracy Analysis of a Wireless Indoor Positioning System Using Geodetic Methods
by: Wagner Przemysław, et al.
Published: (2017-12-01)

Modeling of Structure Landmark for Indoor Pedestrian Localization
by: Tao Liu, et al.
Published: (2019-01-01)

STEPS: An Indoor Navigation Framework for Mobile Devices
by: Yael Landau, et al.
Published: (2020-07-01)

Robust and Efficient Indoor Localization Using Sparse Semantic Information from a Spherical Camera
by: Irem Uygur, et al.
Published: (2020-07-01)

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

Indoor Positioning Based on Fingerprint-Image and Deep Learning
by: Wenhua Shao, et al.
Published: (2018-01-01)

An Indoor Positioning Method with MEMS Inertial Sensors
by: Yu LIU, et al.
Published: (2013-11-01)

Indoor Gardening in Arizona
by: Fazio, Steve
Published: (1960)