DocumentCode
1819554
Title
Wireless Inertial Sensors for Monitoring Animal Behavior
Author
Venkatraman, S. ; Long, J.D. ; Pister, K.S.J. ; Carmena, J.M.
Author_Institution
Univ. of California, Berkeley
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
378
Lastpage
381
Abstract
Wireless sensors were designed which are small and light enough to be worn by small animals such as rats. These sensors are used to record three axes acceleration data from animals during natural behavior in a cage. The behavior of the animal is further extracted from the recorded acceleration data using neural network based pattern recognition algorithms. Successful recognition of eating, grooming and standing are demonstrated using this approach. Finally another potential application of this research is demonstrated in behavioral neuroscience by showing correlations between action potentials recorded from the motor cortex of a rat and acceleration data.
Keywords
accelerometers; behavioural sciences; bioelectric potentials; biomedical equipment; brain; medical signal processing; neural nets; neurophysiology; patient monitoring; pattern recognition; wireless sensor networks; action potentials; animal behavior monitoring; behavioral neuroscience; eating; grooming; inertial sensors; motor cortex; neural network; pattern recognition; standing; wireless accelerometers; wireless sensors; Acceleration; Animal behavior; Biological neural networks; Data mining; Monitoring; Neuroscience; Pattern recognition; Rats; Wearable sensors; Wireless sensor networks; Action Potentials; Algorithms; Animals; Behavior, Animal; Monitoring, Ambulatory; Motor Cortex; Movement; Neural Networks (Computer); Neurosciences; Radio Waves; Rats; Rats, Sprague-Dawley;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4352303
Filename
4352303
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