학술논문

SmartSpaghetti: Accurate and robust tracking of Human's location
Document Type
Conference
Source
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS International Conference on. :129-132 Jun, 2014
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Sensors
Legged locomotion
Estimation
Principal component analysis
Accelerometers
Smart phones
Acceleration
Language
ISSN
2168-2194
2168-2208
Abstract
An important tool of the Lean management is the “Spaghetti Diagram”, which helps to establish the optimum layout for a department or a ward based on the movements performed by patients, staff and/or products (e.g., x-ray machines). The spaghetti diagram is usually created manually in which the movements of staff members and/or patients are visually observed. In our previous work, we reported the development of SmartSpaghetti system, which generates the Spaghetti Diagram in an automated and non-intrusive way by tracking a human's location using the smartphone's inertia sensors. In this paper, we address the challenges of SmartSpaghetti system in tracking human's location by estimating the distance traveled and the direction change in an accurate and robust way. Finally, we show preliminary evaluation of the developed distance and direction estimation modules of SmartSpaghetti system.