Hidden Markov Model-based Pedestrian Navigation System using MEMS Inertial Sensors
By: Yingjun Zhang, Wen Liu, Xuefeng Yang and Shengwei Xing
References
- [1] Dedes, G., Dempster, A.G. (2005). Indoor GPS positioning-challenges and opportunities. In, 25-28 September 2005. IEEE, 412-415.
- [2] Jim Nez, A.R., Seco, F., Zampella, F., Prieto, J.C., Guevara, J. (2011). PDR with a foot-mounted IMU and ramp detection., 11 (10), 9393-9410.
- [3] Ali, J. (2009). Astronavigation system as an autonomous enhancement suite for a strapdown inertial navigation system: An evaluation., 9 (2), 42-48.
- [4] Harle, R. (2013). A survey of indoor inertial positioning systems for pedestrians., 15 (3), 1281-1293.
- [5] Foxlin, E. (2005), Pedestrian tracking with shoe-mounted inertial sensors., 25 (6), 38-46.
- [6] Fischer, C., Talkad Sukumar, P., Hazas, M. (2013), Tutorial: Implementing a pedestrian tracker using inertial sensors., 12 (2), 17-27.
- [7] Wen, L., Yingjun, Z., Feixiang, Z. (2013). A gait recognition algorithm using MEMS inertial sensor for pedestrian dead-reckoning. In, 27-29 May 2013, 284-287.
- [8] Park, S.K., Suh, Y.S. (2010). A zero velocity detection algorithm using inertial sensors for pedestrian navigation systems., 10 (10), 9163-9178.
- [9] Yun, X., Bachmann, E.R., Moore, H., Calusdian, J. (2007). Self-contained position tracking of human movement using small inertial/magnetic sensor modules. In, 10-14 April 2007. IEEE, 2526-2533.
- [10] Ojeda, L., Borenstein, J. (2007). Non-GPS navigation with the personal dead-reckoning system. In, 9-12 April 2007. SPIE, Vol. 6561.
- [11] Bousbia-Salah, M., Fezari, M. (2006). The development of a pedestrian navigation aid for the blind. In, 20-22 March 2006. IEEE, 1-5.
- [12] Godha, S., Lachapelle, G., Cannon, M.E. (2006). Integrated GPS/INS system for pedestrian navigation in a signal degraded environment. In, 26-29 September 2006. Fort Worth, TX, 2151-2164.
- [13] Jimenez, A.R., Seco, F., Prieto, J.C., Guevara, J. (2010). Indoor pedestrian navigation using an INS/EKF framework for yaw drift reduction and a foot-mounted IMU. In, 11-12 March 2010. IEEE, 135-143.
- [14] Skog, I., Nilsson, J.O., Handel, P. (2010). Evaluation of zero-velocity detectors for foot-mounted inertial navigation systems. In, 15-17 September. IEEE, 1-6.
- [15] Wen, L., Yingjun, Z. (2013). Feature analysis of pedestrian navigation using energy-saving inertial sensors., 31 (1), 461-464.
- [16] Cheshomi, S., Rahati-Q, S., Akbarzadeh-T, M.-R. (2010). Hybrid of Chaos Optimization and Baum-Welch algorithms for HMM training in continuous speech recognition. In, 13-15 August 2010. IEEE, 83-87.
- [17] Rabiner, L. (1989). A tutorial on hidden Markov models and selected applications in speech recognition., 77 (2), 257-286.
DOI: https://doi.org/10.1515/msr-2015-0006 | Journal eISSN: 1335-8871
Language: English
Page range: 35 - 43
Submitted on: Jul 4, 2014
Accepted on: Feb 25, 2015
Published on: Mar 11, 2015
Published by: Slovak Academy of Sciences, Institute of Measurement Science
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
Related subjects:
© 2015 Yingjun Zhang, Wen Liu, Xuefeng Yang, Shengwei Xing, published by Slovak Academy of Sciences, Institute of Measurement Science
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.