BodyBeat: A mobile system for sensing non-speech body sounds

MobiSys 2014 - Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services

Volumn , Issue , 2014, Pages 2-13

  Rahman, Tauhidur ^a   Adams, Alexander T ^b   Zhang, Mi ^a   Cherry, Erin ^c   Zhou, Bobby ^a   Peng, Huaishu ^a   Choudhury, Tanzeem ^a  

^a Cornell University ^*  (United States)

^b UNIVERSITY OF NORTH CAROLINA AT CHARLOTTE   (United States)

^c UNIVERSITY OF ROCHESTER   (United States)

Author keywords

acoustic signal processing; embedded systems; mobile sensing; non speech body sound

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ANDROID (OPERATING SYSTEM); DISTRIBUTED COMPUTER SYSTEMS; EMBEDDED SYSTEMS; MICROPHONES; SENSORS; SIGNAL ENCODING; SMARTPHONES; SPEECH;

ANDROID SMARTPHONE; ARM EMBEDDED SYSTEM; ARM MICROCONTROLLERS; COMPUTATIONAL FRAMEWORK; MOBILE SENSING; NON SPEECH; PIEZOELECTRIC MICROPHONES; SUSPENSION MECHANISM;

SPEECH RECOGNITION;

EID: 84903213507     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2594368.2594386     Document Type: Conference Paper

References (30)

1. http://contactmicrophones.com/index.html.
2. http://coolarduino.wordpress.com/2012/03/24/radix-4-fft-integer-math/.
3. http://invisio.com/products/headsets/invisio-m3.aspx.
4. http://leaflabs.com.
5. https://www.sparkfun.com/products/10269.
6. http://www.openmusiclabs.com/projects/codec-shield/.
7. http://www.temco-j.co.jp.
8. Amft, O., Kusserow, M., and Troster, G. Bite weight prediction from acoustic recognition of chewing. IEEE Transactions on Biomedical Engineering 56, 6 (June 2009), 1663-1672.
9. Amft, O., StÃd'ger, M., and TrÃu{combining double acute accent}ster, G. Analysis of chewing sounds for dietary monitoring. In UbiComp '05 (2005), 56-72.
10. Amft, O., and Troster, G. On-body sensing solutions for automatic dietary monitoring. IEEE Pervasive Computing 8, 2 (2009), 62-70.
11. Cheng, J., Zhou, B., Kunze, K., Rheinländer, C., Wille, S., Wehn, N., Weppner, J., and Lukowicz, P. Activity recognition and nutrition monitoring in every day situations with a textile capacitive neckband. UbiComp '13 Adjunct (2013), 155-158.
12. Dacremont, C. Spectral composition of eating sounds generated by crispy, crunchy and crackly foods. Journal of Texture Studies 26, 1 (1995), 27-43.
13. Hall, M. A. Correlation-based Feature Selection for Machine Learning. PhD Thesis (April 1999).
14. Hao, T., Xing, G., and Zhou, G. isleep: Unobtrusive sleep quality monitoring using smartphones. SenSys '13 (2013), 1-14.
15. Hirahara, T., Shimizu, S., and Otani, M. Acoustic characteristics of non-audible murmur. The Japan China Joint Conference of Acoustics 100 (2007), 4000.
16. Lane, N., Miluzzo, E., Lu, H., Peebles, D., Choudhury, T., and Campbell, A. A survey of mobile phone sensing. Communications Magazine, IEEE 48, 9 (2010), 140-150.
17. Larson, E., Lee, T., Liu, S., Rosenfeld, M., and Patel, S. Accurate and privacy preserving cough sensing using a low-cost microphone. UbiComp '11 (2011), 375-384.
18. Levine, S., and Harvey, W. Clinical auscultation of the heart. W. B. Saunders, 1959.
19. Li, C.-Y., Chen, Y.-C., Chen, W.-J., Huang, P., and Chu, H.-H. Sensor-embedded teeth for oral activity recognition. ISWC '13 (2013), 41-44.
20. Lu, H., Frauendorfer, D., Rabbi, M., Mast, M., Chittaranjan, G., Campbell, A., Gatica-Perez, D., and Choudhury, T. Stresssense: Detecting stress in unconstrained acoustic environments using smartphones. UbiComp '12 (2012), 351-360.
21. Lu, H., Pan, W., Lane, N. D., Choudhury, T., and Campbell, A. T. Soundsense: Scalable sound sensing for people-centric applications on mobile phones. MobiSys '09 (2009), 165-178.
22. Nirjon, S., Dickerson, R. F., Asare, P., Li, Q., Hong, D., Stankovic, J., Hu, P., Shen, G., and Jiang, X. Auditeur: A mobile-cloud service platform for acoustic event detection on smartphones. MobiSys '13 (2013), 403-416.
23. Nirjon, S., Dickerson, R. F., Li, Q., Asare, P., Stankovic, J., Hong, D., Zhang, B., Jiang, X., Shen, G., and Zhao, F. Musicalheart: A hearty way of listening to music. SenSys '12, ACM (2012), 43-56.
24. Noronha, J., Hysen, E., Zhang, H., and Gajos, K. Platemate: crowdsourcing nutritional analysis from food photographs. In UIST '11 (Oct. 2011).
25. Passler, S., and Fischer, W.-J. Evaluation of algorithms for chew event detection. BodyNets '12 (2012), 20-26.
26. Reichert, S., Gass, R., Brandt, C., and Andrès, E. Analysis of respiratory sounds: state of the art. Clinical medicine. Circulatory, respiratory and pulmonary medicine 2 (2008), 45.
27. Sadilek, A., and Kautz, H. Modeling the impact of lifestyle on health at scale. In WSDM '13 (2013), 637-646.
28. Shuzo, M., Lopez, G., Takashima, T., Komori, S., Delaunay, J.-J., Yamada, I., Tatsuta, S., and Yanagimoto, S. Discrimination of eating habits with a wearable bone conduction sound recorder system. In IEEE Sensors '09 (2009), 1666-1669.
29. Whittaker, A., Lucas, M., Carter, R., and Anderson, K. Limitations in the use of median frequency for lung sound analysis. Journal of Engineering in Medicine 214, 3 (2000), 265-275.
30. Yatani, K., and Truong, K. Bodyscope: A wearable acoustic sensor for activity recognition. UbiComp '12 (2012), 341-350.