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Volumn 59, Issue 12 PART2, 2012, Pages 3169-3176

Robust human activity and sensor location corecognition via sparse signal representation

Author keywords

Body sensor networks; human activity recognition; inertial sensor; sensor localization; sparse representation

Indexed keywords

ACTIVITY RECOGNITION; CLASSIFICATION ACCURACY; CLASSIFICATION METHODS; HUMAN ACTIVITIES; HUMAN ACTIVITY RECOGNITION; HUMAN BODIES; INDUSTRIAL COMMUNITIES; INERTIAL SENSOR; LOCATION INFORMATION; MOBILE HEALTH MONITORING; ON-BODY; PILOT STUDIES; PRECISION AND RECALL; PRIORI INFORMATION; SENSOR LOCALIZATION; SENSOR LOCATION; SENSOR SIGNALS; SPARSE REPRESENTATION; SPARSE SIGNAL REPRESENTATION; WEARABLE SENSORS; WEARABLE TECHNOLOGY;

EID: 84868105857     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2211355     Document Type: Article
Times cited : (37)

References (27)
  • 2
    • 0033975693 scopus 로고    scopus 로고
    • Measuring physical activity in peripheral arterial disease: A comparison of two physical activity questionnaires with an accelerometer
    • K. Liu, E. Brien, J. Guralnik, M. Criqui, G. Martin, P. Greenland, and M. McDermott, "Measuring physical activity in peripheral arterial disease: A comparison of two physical activity questionnaires with an accelerometer," Angiology, vol. 51, pp. 91-100, Dec. 2000. (Pubitemid 30108800)
    • (2000) Angiology , vol.51 , Issue.2 , pp. 91-100
    • McDermott, M.M.1    Liu, K.2    O'Brien, E.3    Guralnik, J.M.4    Criqui, M.H.5    Martin, G.J.6    Greenland, P.7
  • 3
    • 84862946983 scopus 로고    scopus 로고
    • Enabling longitudinal assessment of ankle foot orthosis for childrenwith cerebral palsy
    • San Deigo, CA, Oct.
    • S. Chen, C. Cunningham, B. Bennett, and J. Lach, "Enabling longitudinal assessment of ankle foot orthosis for childrenwith cerebral palsy," in Proc. ACM Int. Conf. Wireless Health, San Deigo, CA, Oct. 2011, pp. 1-10.
    • (2011) Proc. ACM Int. Conf. Wireless Health , pp. 1-10
    • Chen, S.1    Cunningham, C.2    Bennett, B.3    Lach, J.4
  • 4
    • 33846956457 scopus 로고    scopus 로고
    • A track-based human movement analysis and privacy protection system adaptive to environmental contexts
    • Los Alamitos, CA, Sep.
    • S. Park and M. Trivedi, "A track-based human movement analysis and privacy protection system adaptive to environmental contexts," in Proc. IEEE Conf. Adv. Video Signal Based Surveillance, Los Alamitos, CA, Sep. 2005, pp. 171-176.
    • (2005) Proc. IEEE Conf. Adv. Video Signal Based Surveillance , pp. 171-176
    • Park, S.1    Trivedi, M.2
  • 5
    • 67349125767 scopus 로고    scopus 로고
    • Human activity classification based on micro-Doppler signatures using a support vector machine
    • Dec.
    • Y. Kim and H. Ling, "Human activity classification based on micro-Doppler signatures using a support vector machine," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 5, pp. 1328-1337, Dec. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.5 , pp. 1328-1337
    • Kim, Y.1    Ling, H.2
  • 6
    • 33947099360 scopus 로고    scopus 로고
    • Fusion of color and infrared video for moving human detection
    • DOI 10.1016/j.patcog.2006.11.010, PII S003132030600478X
    • J. Han and B. Bhanu, "Fusion of color and infrared video for moving human detection," Pattern Recognit., vol. 40, pp. 1771-1784, May 2007. (Pubitemid 46399786)
    • (2007) Pattern Recognition , vol.40 , Issue.6 , pp. 1771-1784
    • Han, J.1    Bhanu, B.2
  • 7
    • 0031106807 scopus 로고    scopus 로고
    • A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity
    • DOI 10.1109/10.554760
    • C.Bouten,K.Koekkoek, M.Verduim, R.Kodde, and J. Janssen, "A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity," IEEE Trans. Biomed. Eng., vol. 44, no. 3, pp. 136-147, Mar. 1997. (Pubitemid 27084199)
    • (1997) IEEE Transactions on Biomedical Engineering , vol.44 , Issue.3 , pp. 136-147
    • Bouten, C.V.C.1    Koekkoek, K.T.M.2    Verduin, M.3    Kodde, R.4    Janssen, J.D.5
  • 8
    • 0037599299 scopus 로고    scopus 로고
    • Ambulatory system for human motion analysis using a kinematic sensor: Monitoring of daily physical activity in the elderly
    • DOI 10.1109/TBME.2003.812189
    • B. Najafi, K. Aminian, A. Paraschiv, F. Loew, C. Bula, and P. Robert, "Ambulatory system for human motion analysis using a kinematic sensor: Monitoring of daily physical activity in the elderly," IEEE Trans. Biomed. Eng., vol. 50, no. 6, pp. 711-723, Jun. 2003. (Pubitemid 36723605)
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.6 , pp. 711-723
    • Najafi, B.1    Aminian, K.2    Paraschiv-Ionescu, A.3    Loew, F.4    Bula, C.J.5    Robert, P.6
  • 9
    • 81855183246 scopus 로고    scopus 로고
    • Accelerometerbased on-body sensor localization for health and medical monitoring applications
    • Aug.
    • N. Amini, M. Sarrafzadeh, A. Vahdatpour, and W. Xu, " Accelerometerbased on-body sensor localization for health and medical monitoring applications," Pervas. Mobile Comput., vol. 7, pp. 746-760, Aug. 2011.
    • (2011) Pervas. Mobile Comput. , vol.7 , pp. 746-760
    • Amini, N.1    Sarrafzadeh, M.2    Vahdatpour, A.3    Xu, W.4
  • 10
    • 79957942376 scopus 로고    scopus 로고
    • On-body device localization for health and medical monitoring applications
    • San Deigo, CA, Jan.
    • A. Vahdatpour, N. Amini, and M. Sarrafzadeh, "On-body device localization for health and medical monitoring applications," in Proc. Int. Conf. Pervas. Comput. Commun., San Deigo, CA, Jan. 2011, pp. 37-44.
    • (2011) Proc. Int. Conf. Pervas. Comput. Commun. , pp. 37-44
    • Vahdatpour, A.1    Amini, N.2    Sarrafzadeh, M.3
  • 11
    • 77950974840 scopus 로고    scopus 로고
    • Single-accelerometer-based daily physical activity classification
    • Minneapolis, MN, Jun.
    • X. Long, B.Yin, and R.Aarts, "Single-accelerometer-based daily physical activity classification," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc., Minneapolis, MN, Jun. 2009, pp. 6107-6110.
    • (2009) Proc. IEEE Int. Conf. Eng. Med. Biol. Soc. , pp. 6107-6110
    • Long, X.1    Yin, B.2    Aarts, R.3
  • 12
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • May
    • D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, pp. 1289-1306, May 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , pp. 1289-1306
    • Donoho, D.1
  • 13
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • DOI 10.1109/TIT.2005.862083
    • E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Dec. 2006. (Pubitemid 43174093)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.J.1    Romberg, J.2    Tao, T.3
  • 14
    • 0029291966 scopus 로고
    • Sparse approximate solutions to linear systems
    • May
    • B. Natarajan, "Sparse approximate solutions to linear systems," SIAM J. Comput., vol. 24, pp. 227-234, May 1995.
    • (1995) SIAM J. Comput. , vol.24 , pp. 227-234
    • Natarajan, B.1
  • 16
    • 79960657803 scopus 로고    scopus 로고
    • Exemplar-based sparse representations for noise robust automatic speech recognition
    • Apr.
    • J. Gemmeke, T. Virtanen, and A. Hurmalainen, "Exemplar-based sparse representations for noise robust automatic speech recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 2067-2080, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.7 , pp. 2067-2080
    • Gemmeke, J.1    Virtanen, T.2    Hurmalainen, A.3
  • 17
    • 80054910703 scopus 로고    scopus 로고
    • Secure and robust iris recognition using random projections and sparse representations
    • Oct.
    • J. Pillai, V. Patel, R. Chellappa, and N. Ratha, "Secure and robust iris recognition using random projections and sparse representations," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 9, pp. 1-14, Oct. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.9 , pp. 1-14
    • Pillai, J.1    Patel, V.2    Chellappa, R.3    Ratha, N.4
  • 18
    • 68849096641 scopus 로고    scopus 로고
    • Distributed recognition of human actions usingwearable motion sensor networks
    • Jun.
    • A. Yang, R. Jafari, S. Sastry, and R. Bajcsy, "Distributed recognition of human actions usingwearable motion sensor networks," J. Ambient Intell. Smart Environ., vol. 1, pp. 103-115, Jun. 2009.
    • (2009) J. Ambient Intell. Smart Environ. , vol.1 , pp. 103-115
    • Yang, A.1    Jafari, R.2    Sastry, S.3    Bajcsy, R.4
  • 20
    • 84862282095 scopus 로고    scopus 로고
    • Co-recognition of human activity and sensor location via compressed sensing in wearable body sensor networks
    • London, U.K., May
    • W. Xu, M. Zhang, A. A. Sawchuk, and M. Sarrafzadeh, "Co-recognition of human activity and sensor location via compressed sensing in wearable body sensor networks," in Proc. IEEE 9th Int. Conf.Wearable Implantable Body Sens. Netw., London, U.K., May 2012, pp. 124-129.
    • (2012) Proc. IEEE 9th Int. Conf.Wearable Implantable Body Sens. Netw. , pp. 124-129
    • Xu, W.1    Zhang, M.2    Sawchuk, A.A.3    Sarrafzadeh, M.4
  • 21
    • 84863296647 scopus 로고    scopus 로고
    • Motion primitive-based human activity recognition using a bag-of-features approach
    • Miami, FL, Jan.
    • M. Zhang and A. A. Sawchuk, "Motion primitive-based human activity recognition using a bag-of-features approach," in Proc. 2nd ACM SIGHIT Int. Health Informat. Symp., Miami, FL, Jan. 2012, pp. 631-640.
    • (2012) Proc. 2nd ACM SIGHIT Int. Health Informat. Symp. , pp. 631-640
    • Zhang, M.1    Sawchuk, A.A.2
  • 22
    • 84957621597 scopus 로고    scopus 로고
    • A feature selection-based framework for human activity recognition using wearable multimodal sensors
    • Beijing, China, Nov.
    • M. Zhang and A. A. Sawchuk, "A feature selection-based framework for human activity recognition using wearable multimodal sensors," in Proc. Int. Conf. Body Area Netw., Beijing, China, Nov. 2011, pp. 1-7.
    • (2011) Proc. Int. Conf. Body Area Netw. , pp. 1-7
    • Zhang, M.1    Sawchuk, A.A.2
  • 23
    • 77952388530 scopus 로고    scopus 로고
    • Wearable coach for sport training: A quantitative model to evaluate wrist-rotation in golf
    • Apr.
    • H. Ghasemzadeh, V. Loseu, and R. Jafari, "Wearable coach for sport training: A quantitative model to evaluate wrist-rotation in golf," J. Ambient Intell. Smart Environ., vol. 1, pp. 173-184, Apr. 2009.
    • (2009) J. Ambient Intell. Smart Environ. , vol.1 , pp. 173-184
    • Ghasemzadeh, H.1    Loseu, V.2    Jafari, R.3
  • 25
    • 33747738463 scopus 로고
    • Singular value decomposition and least squares solutions
    • Nov.
    • G. Golub and C. Reinsch, "Singular value decomposition and least squares solutions," Numeriche Math., vol. 14, pp. 403-420, Nov. 1970.
    • (1970) Numeriche Math. , vol.14 , pp. 403-420
    • Golub, G.1    Reinsch, C.2
  • 26
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Jan.
    • T. Cover and P. Hart, "Nearest neighbor pattern classification, " IEEE Trans. Inf. Theory, vol. 13, no. 1, pp. 21-27, Jan. 1967.
    • (1967) IEEE Trans. Inf. Theory , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.1    Hart, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.