Outlier /Anomaly Detection in GNSS Data Using an Immune Inspired Algorithm

If you want an algorithm which detects deviation from the normal but you are not sure your data is going to arrive all at the same time then this is the workshop for you.

This workshop is a result of a collaborative project between the School of Computer Science and the Institute of Engineering Surveying and Space Geodesy (IESSG) sponsored by Bridging the Gaps. This feasibility project investigated the use of the Dendritic Cell Algorithm for GPS Multipath Mitigation. This workshop will provide a short overview of the Dendritic Cell Algorithm, some areas of application and results of its application to GPS data in order to identify and mitigate the impact of the GPS signal multipath error.

Agenda:

10.00 – 10:10 Workshop Introduction
10:10 – 10:30 Dendritic Cell Algorithm (DCA) – General Overview - Julie Greensmith (Computer Science)
10:30 – 11:00 Dendritic Cell Algorithm for GPS Multipath Mitigation – Ropo Ogundipe (IESSG)
11:00 – 11:20 Applications of the DCA – Feng Gu (Computer Science)
11:20 – 11:40 Other Methods of Outlier Detection in GPS Data – Norman Teferle (IESSG)
11:40 – 12:00 Discussion
12:00 – 12:45 Lunch and Networking

This event is sponsored by the EPSRC Bridging the Gaps programme.