RatPack: Analysis of animal ecological and social networks with programmable sensor nodes

Analysis of animal ecological and social networks with programmable sensor nodes

Natural behaviour of animals takes place in complex environments, allowing for a wealth of social and ecological interactions. While laboratory studies have been extremely useful to identify individual mechanisms of behaviour, the functioning of such behaviour in natural environments is still only poorly understood. Efficient means of animal monitoring in the wild as well as tools for modelling complex systems are required for a deeper understanding of phenomena such as spatial cognition, optimal foraging, social behaviour and learning, or multi-species interactions. Current telemetric approaches to animal monitoring are often limited by the range and bandwidth of radio-transmission, especially in large, subterranean, or under-water environments.

In this interdisciplinary project (in cooperation with the Department of Zoology at Tübingen University), we develop a novel system for animal surveillance in the wild, using tiny sensor node technology. Programmable sensor nodes with a multitude of sensing capabilities attached to the animals will record data such as motion, vocalizations, and body temperature of the carrier. Upon encounter of another animal, sensor nodes interact, exchange and aggregate data on the time and participants of the meeting. Stationary base nodes at occasionally visited, but easily accessible locations will be used to collect the animal data for further analysis, including trajectory reconstruction, daily activity profiles, and interaction graphs.

The challenges in terms of communication are the sporadic general connectivity and the lack of continous end-to-end connections due to the subterranean environment and limited size and carrying capacities of the animals under research. Sophisticated delay tolerant networking schemes have to be devised to meet these challenges.



Publications

Demo Abstract: RatMote - A Sensor Platform for Animal Habitat Monitoring. Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2010), Apr 12 - Apr 16, 2010, Stockholm, Sweden. April 2010.
BurrowView - Seeing the world through the eyes of rats. Proceedings of the Second IEEE International Workshop on Information Quality and Quality of Service for Pervasive Computing (IQ2S 2010), Mar 29 - Apr 2, 2010, Mannheim, Germany. March 2010.
Dynamic Wireless Sensor Networks for Animal Behavior Research. Recent Advances in Biomedical Engineering. January 2010.
SimBetAge: Dealing with Change in Social Networks for Pocket Switched Networks. Proceedings of the 1st ACM workshop on User-provided networking: challenges and opportunities, Rome, Italy. December 2009.
SimBetAge: Utilizing Temporal Changes in Social Networks for Delay/Disconnection Tolerant Networking. Proceedings of the 6th Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2009), Jul 13 - Jul 16, 2009, Toronto, ON, Canada. July 2009.
Smart Sensors for Small Rodent Observation. Proceedings of IEEE Sensors 2008, Oct 26 - Oct 29, 2008, Lecce, Italy. October 2008.
RatPack: Communication in a Sparse Dynamic Network. ACM SIGCOMM 2008 Poster Proceedings, Aug 17 - Aug 22, 2008, Seattle, WA, USA. August 2008.
Ratpack: Wearable Sensor Networks for Animal Observation. Proceedings of the 30th Annual International IEEE Engineering in Medicine and Biology Conference, Aug 20 - Aug 25, 2008, Vancouver, BC, Canada. August 2008.
Ratpack: Using Sensor Networks for Animal Observation. 6th GI/ITG KuVS Fachgespräch ‘‘Wireless Sensor Networks’’, vol. 2007-11, Jul 16 - Jul 17, 2007, Aachen, Germany. July 2007.
Rat Watch: Using Sensor Networks for Animal Observation. ACM Workshop on Real-World Wireless Sensor Networks (RealWSN), vol. 1, Jun 19 - Jun 19, 2006, Uppsala, Sweden. June 2006.