Behavior recognition based on machine learning algorithms for a wireless canine machine interface

2013 IEEE International Conference on Body Sensor Networks, BSN 2013

Volumn , Issue , 2013, Pages

  Brugarolas, Rita ^a   Loftin, Robert T ^a   Yang, Pu ^a   Roberts, David L ^a   Sherman, Barbara ^b   Bozkurt, Alper ^a  

^a North Carolina State University   (United States)

^b NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

animal machine interfaces; body area network; canine training; cascade learning; inertial measurement units

Indexed keywords

ACTIVITY RECOGNITION; BEHAVIOR RECOGNITION; BODY AREA NETWORK; CLASSIFICATION ACCURACY; DECISION TREE CLASSIFIERS; INERTIAL MEASUREMENT UNIT; MACHINE INTERFACES; TRAINING TECHNIQUES;

BEHAVIORAL RESEARCH; BODY SENSOR NETWORKS; DECISION TREES; HIDDEN MARKOV MODELS; LEARNING ALGORITHMS; NETWORKS (CIRCUITS); SENSORS; UNITS OF MEASUREMENT; WALKING AIDS;

PERSONNEL TRAINING;

EID: 84884665077     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BSN.2013.6575505     Document Type: Conference Paper

References (13)

1. T. N. Y. Times, "The Dogs of War: Beloved Comrades in afghanistan," May 11, 2011.
2. "Sit means sit. Dog training." [Online]. Available: www.sitmeanssit.com/.
3. "Dog Schock Collars." [Online]. Available: www.americas- petstore.com/shock-collar.html.
4. R. Brugarolas, D. Roberts, B. Sherman, and A. Bozkurt, "Machine Learning Based Posture Estimation for a Wireless Canine Machine Interface," in IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems (BioWireless), 2012, pp. 3-5.
5. R. Brugarolas, D. L. Roberts, B. Sherman, and A. Bozkurt, "Posture Estimation for a Canine Machine Interface Based Training System," in Proceedings of The Engineering in Medicine and Biology Conference, 2012.
6. C. J. Riddoch, C. Mattocks, K. Deere, J. Saunders, J. Kirkby, K. Tilling, S. D. Leary, S. N. Blair, and A. R. Ness, "Objective measurement of levels and patterns of physical activity.," Archives of disease in childhood, vol. 92, no. 11, pp. 963-9, Nov. 2007. (Pubitemid 350043967)
7. S. Weinberger, "IDE Detector Dog Research Aims to Save Lives of U.S. Combat Troops - Human and K-9," August 31, 2012.
8. A. Viterbi, "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm," Information Theory, IEEE Transactions on, vol. 13, no. 2, pp. 260-269, 1967.
9. L. E. Baum, T. Petrie, G. Soules, and N. Weiss, "A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains," The annals of mathematical statistics, pp. 164-171, 1970.
10. P. Viola and M. Jones, "Robust Real-time Object Detection," in Second International Workshop on Statistical and Computational Theories of Vision, 2001, pp. 1-25.
11. I. H. W. Mark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, The WEKA Data Mining Software: An Update. SIGKDD Explorations, Volume 11, Issue 1, 2009.
12. T. M. Mitchell, Machine Learning. The Mc-Graw-Hill Companies, Inc., 1997.
13. J. R. Quinlan, "Induction of Decision Trees," Mach. Learn., vol. 1, no. 1, pp. 81-106, Mar. 1986.