uDirect: A novel approach for pervasive observation of user direction with mobile phones

2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011

Volumn , Issue , 2011, Pages 74-83

  Hoseinitabatabaei, Seyed Amir ^a   Gluhak, Alexander ^a   Tafazolli, Rahim ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

acceleration; direction detection; Mobilephone; pervasive computing; walking locomotion

Indexed keywords

ANALYTICAL MODEL; DATA SAMPLE; DIRECTION DETECTION; DIRECTION ESTIMATION; ERROR ACCUMULATION; HUMAN STANCE; INITIAL ORIENTATION; LONG TERM OBSERVATIONS; MAGNETOMETER SENSORS; ORIENTATION ESTIMATION; PCA ANALYSIS; PERVASIVE COMPUTING; SHADOWING EFFECTS; STANCE PHASE; SYSTEM-BASED; USER-ORIENTATION; WALKING LOCOMOTION;

ACCELEROMETERS; ALGORITHMS; DEGREES OF FREEDOM (MECHANICS); ESTIMATION; MAGNETOMETERS; MATHEMATICAL MODELS; MOBILE PHONES; MOBILE TELECOMMUNICATION SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; TELECOMMUNICATION EQUIPMENT; TELEPHONE; TELEPHONE SETS; UBIQUITOUS COMPUTING;

WALKING AIDS;

EID: 79957942809     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERCOM.2011.5767597     Document Type: Conference Paper

References (29)

1. Y. Adachi, A. Imai, M. Ozaki, and N. Ishii, "Extraction of face region by using characteristics of color space and detection of face direction through an eigenspace," in Fourth Intrmational CDnfem on knowledge-Based Intelligent Enghdng Systems &Allied Technologies, Brighton, 2000, pp. 393-396.
2. I.M. Kyunghoon, K. Jeicheong, and R.M. Mun, "Face direction-based human-computer interface using image observation and EMG signal for the disabled," in Proceedings offhe 2003 IEEE International conference in Robotics &Automation, 2003, pp. 1515-1520.
3. T. Minagawa, H. Saito, and S. Ozawa, "Face-direction estimating system using stereo vision," in 23rd International Conference on Industrial Electronics, Control and Instrumentation, 1997. IECON 97., New Orleans, LA, 2002, pp. 1454-1459.
4. A. Pentland, "Automatic mapping and modeling of human networks," Physica A: Statistical Mechanics and its Applications, vol. 378, no. 1, pp. 59-67, May 2007.
5. A.Pentland D.O.Olguin, "Social sensors for automatic data collection," in 14th Americas Conference on Information Systems., Toronto, 2008,pp.1-10.
6. T. Kim, D.O. Olguin, B.N. Waber, and A. Pentland, "Sensor-based feedback systems in organizational computing," in International Conference on Computational Science and Engineering, 2009. CSE '09, Vancouver, 2009, pp. 966-969.
7. Y. Miyanokoshi, E. Sato, and T. Yamaguchi, "Suspicious behavior detection based on case-based reasoning using face direction," in SICE-ICASE International Joint Conference 2006, 2006, pp. 18-21
8. V. Bakic and G. Stockman, "Real-time tracking of face features and gaze direction determination," in In In Proceedings of the WACV '98, Fourth IEEE Workshop on Applications of Computer Vision, 1998, pp. 256-257.
9. S.W Lee and K Mase, "Activity and location recognition using wearable sensors," IEEE Pervasive Computing, vol. 1, pp. 24-32, 2002.
10. M. Kourogi and T. Kurata, "Personal positioning based on walking locomotion analysis with self-contained sensors and a wearable camera," in Proceedings of the Secound IEEE and ACM International Symposium on Mixed and Agumented Reality, Tokyo, 2003, pp. 103-112.
11. B.C. Glaistera, G.C. Bernatzc, G.K. Klutea, and M.S. and Orendurffc, "Video task analysis of turning during activities of daily living," Gait and Posture, vol. 25, no. 2, pp. 289-294, May 2006.
12. M.Kourogi and T.Kurata, "A method of personal positioning based on sensor data fusion of wearable camera and self contained sensors," in Procceding of IEEE Conference Multisensor fusion and itegeration for intelligent system(MFI2003), 2003,pp.287-292.
13. M. Kourogi and T. Kuratta, "A wearable agumented reality system with personal positioning based on walking locomotion analysis," in Proceedings of the 2nd IEEE/ACM International Symposium on Mixed and Augmented Reality, Tokyo, 2003, p. 342.
14. S. Zhang, C. Yuan, and Y. Zhang, "Handwritten character recognition using orentation quantization based on 3D accelerometer," MobiQuitous, pp. 21-25, 2008.
15. K Kunze, P Lukowicz, K Partridge, and B Begole, "Which way am i facing: inferring horizontal device orientation from an accelerometer signal," in Wearable Computers, 2009. ISWC '09. International Symposium on, Linz, 2009, pp. 149-150.
16. R.Levi and T.Judd, "Dead reckoning navigational system using accelerometer to measure foot impacts," US.Patent Number 5,583,776, 1996.
17. T.Judd, "A personal dead reckoning module," in Proc. Institude of Navigation, GPS'97, 1997, pp. 169-170.
18. S.W Lee and K Mase, "Incremental Motion-Based Location Recognition," in Proceedings of the 5th IEEE International Symposium on Wearable Computers, Zurich, 2001, p. 123.
19. M.J. Mathie, A.C.F. Coster, N.H. Lovell, and B.G. Seller, "Accelerometery: providing an integereated, practical method for long-term, ambulatory monitoring of human movement," Physiological Measurment, vol. 25, pp. 1-20, 2004
20. L. Fang et al., "Design of a wireless assisted pedestrian dead reckoning system- the NaveMote experience," IEEE Transactions on instumentation and measurments, vol. 54, no. 6, pp. 2342-2358, 2005.
21. M.P.Murray, ""Gait as total pattern of movement"," American Journal of Physical Mediceine, vol. 46, no. 1, pp. 290-333, February 1967.
22. F. Ichikawa, J. Chipchase, and R. Grignani, "Where's the phone? A study of mobile phone location in public spaces," in International Conference on Mobile Technology, Applications and Systems, 2005 2nd, Guangzhou, 2005, pp. 1-8.
23. D.Mizell, "Using gravity to estimate accelerometer orientation," in IEEE International Symposium on Wearable Computers, 2003,pp.252-253.
24. W. R.Hamilton, Elements of Quaternions, 3rd ed.: Chelsea Pub Co, 1969.
25. C.L. Vaughan, B.L. Davis, and J.O. Connor, Dynamics of Human Gait.: Kiboho Publishers, 1999.
26. K. Liu, T. Liu, K. Shibata, Y. Inoue, and R. Zheng, "Novel approach to ambulatory assesment of human segmental orientation on a wearable sensor system," Journal of Biomechanics, vol. 42, no. 16, pp. 2747-2752, December 2009.
27. A.S. Levens, V.T. Inman, and J.A. Blosser, "Transverse rotation of the segments of the of the lower extrimity in locomotion," The journal of bone and joint surgery, vol. 30, pp. 859-872, 1948.
28. K Aminian, K. Rezakhanlou, E.D. Andres, and C. Fritsch, "Temporal feature estimation during walking using minitaure accelerometer: an analysis of gait improvement after hip arthoplasty," Journal of Medical & Biological Engineering & Computing, vol. 37, no. 6, pp. 686-691, 1999.
29. N. Katzakis and M. Hori, "Mobile phone as 3-DOF controllers: a comparative study," in Eighth IEEE International Conference on Dependable, Autonomic and Secure Computing, Chengdu, 2009, pp. 345-349.