Data Fusion for Hybrid and Autonomous Time-of-Flight Positioning
Aymen Fakhreddine, PhD Student, IMDEA Networks & Universidad Carlos III de Madrid, Spain
Existing mobile devices such as smartphones rely on a multi-radio access technology (RAT) architecture to provide pervasive location information in various environmental contexts as the user is moving. Yet, existing architectures consider the different localization technologies as monolithic entities and choose the final navigation position from the RAT that is expected to provide the highest accuracy. In contrast, we propose to fuse timing range measurements of diverse radio technologies in order to circumvent the limitations of the individual radio access technologies. We take a first step in this direction and propose to fuse timing measurements of satellite navigation system and WiFi networks. We introduce different novel methods such as a data fuser, an estimator of WiFi ToF distance and a geometrical-statistical approach to best fuse the set of timing ranging measurements in presence of a rich set of measurements. Experimental results show that our solution allows the mobile device to efficiently self-position itself in diverse challenging scenarios.
About Aymen Fakhreddine
Aymen Fakhreddine received the M.Sc. degree in advanced wireless communications systems from CentraleSupélec, Paris, France, in 2012, the M.Eng. degree in telecommunications from INPT Rabat in 2012, and the M.Sc. degree in telematic engineering from the University Carlos III of Madrid in 2014. He is pursuing the Ph.D. degree with IMDEA Networks Institute and the University Carlos III of Madrid. He is currently involved in pervasive localization systems. He also held a Research Intern position with Bell Labs France, where he focused his research on LTE mobility optimization and a visiting researcher position with the Singapore University of Technology and Design.
This event will be conducted in English
- Location: MR-1S1 [Torres] & MR-1S3 [Quevedo], IMDEA Networks Institute, Avda. del Mar Mediterráneo 22, 28918 Leganés – Madrid
- Organization: NETCOM Research Group (Telematics Engineering Department, UC3M); IMDEA Networks Institute
- Time: 13:00 pm