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
Link To Document :
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