Low-complexity online correction and calibration of pedestrian dead reckoning using map matching and GPS

References

• Bebek, O., M. A. Suster, S. Rajgopal, M. J. Fu, X. Huang, M. C. Cavusoglu, D. J. Young, M. Mehregany, A. J. (Ton) van Den Bogert, and C. H. Mastrangelo. 2010. “Personal Navigation via Shoe Mounted Inertial Measurement Units.” Paper presented at the Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on, Taipei, China, October 18–22, pp 1052–1058.
   Google Scholar
• Bird, J., and D. Arden. 2011. “Indoor Navigation with Foot-Mounted Strapdown Inertial Navigation and Magnetic Sensors [Emerging Opportunities for Localization and Tracking].” IEEE Wireless Communications 18 (2): 28–35. doi:10.1109/MWC.2011.5751293.
   Web of Science ®Google Scholar
• Castaneda, N., and S. Lamy-Perbal. 2010. “An Improved Shoe-Mounted Inertial Navigation System.” Paper presented at the Indoor Positioning and Indoor Navigation (IPIN), 2010 International Conference on, Zurich, Switzerland, September 15–17, pp 1–6.
   Google Scholar
• Cavallo, A., A. Cirillo, P. Cirillo, G. De Maria, P. Falco, C. Natale, and S. Pirozzi. 2014. “Experimental Comparison of Sensor Fusion Algorithms for Attitude Estimation.” IFAC Proceedings 47 (3): 7585–7591.
   Google Scholar
• Colombo, A., D. Fontanelli, D. Macii, and L. Palopoli. 2014. “Flexible Indoor Localization and Tracking Based on a Wearable Platform and Sensor Data Fusion.” IEEE Transactions on Instrumentation and Measurement 63 (4): 864–876. doi:10.1109/TIM.2013.2283546.
   Web of Science ®Google Scholar
• Feliz Alonso, R., E. Z. Casanova, and J. Gómez-García-Bermejo. 2009. “Pedestrian Tracking Using Inertial Sensors.” Journal of Physical Agents 3 (1): 35–43.
   Google Scholar
• Foxlin, E. 2005. “Pedestrian Tracking with Shoe-Mounted Inertial Sensors.” IEEE Computer Graphics and Applications 25 (6): 38–46. doi:10.1109/MCG.2005.140.
   PubMed Web of Science ®Google Scholar
• Gallagher, T., B. Li, A. G. Dempster, and C. Rizos. 2011. “Power Efficient Indoor/outdoor Positioning Handover.” Paper Presented at The International Conference on Indoor Positioning and Indoor Navigation (IPIN), Guimaraes, September 21–23.
   Google Scholar
• Gupta, A. K., I. Skog, and P. Händel. 2015. “Long-Term Performance Evaluation of a Foot-Mounted Pedestrian Navigation Device.” Paper presented at the India Conference (INDICON), 2015 Annual IEEE, Jamia Millia Islamia, New Delhi, India, December 17–19, pp 1–6.
   Google Scholar
• Hansen, R., R. Wind, C. S. Jensen, and B. Thomsen. 2009. “Seamless Indoor/outdoor Positioning Handover for Location-based Services in Streamspin.” Paper Presented at the 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware, Taipei, China, May 18–21, 267–272.
   Google Scholar
• Harle, R. 2013. “A Survey of Indoor Inertial Positioning Systems for Pedestrians.” IEEE Communications Surveys and Tutorials 15 (3): 1281–1293. doi:10.1109/SURV.2012.121912.00075.
   Web of Science ®Google Scholar
• Huang, C., Z. Liao, and L. Zhao. 2010. “Synergism of INS and PDR in Selfcontained Pedestrian Tracking with a Miniature Sensor Module.” IEEE Sensors Journal 10 (8): 1349–1359. doi:10.1109/JSEN.2010.2044238.
   Web of Science ®Google Scholar
• Jiménez, A. R., F. Seco, J. C. Prieto, and J. Guevara. 2010. “Indoor Pedestrian Navigation Using an INS/EKF Framework for Yaw Drift Reduction and a Foot-Mounted IMU.” Paper presented at the Positioning Navigation and Communication (WPNC), 2010 7th Workshop on, Dresden, Germany, March 11–12, pp 135–143.
   Google Scholar
• Kim, Y., S. Lee, S. Lee, and H. Cha. 2012. “A GPS Sensing Strategy for Accurate and Energy-efficient Outdoor-to-indoor Handover in Seamless Localization Systems.” Mobile Information Systems 8 (4): 315–332. doi:10.3233/MIS-2012-00151.
   Web of Science ®Google Scholar
• Lefferts, E. J., F. L. Markley, and M. D. Shuster. 1982. “Kalman Filtering for Spacecraft Attitude Estimation.” Journal of Guidance, Control, and Dynamics 5 (5): 417–429. doi:10.2514/3.56190.
   Web of Science ®Google Scholar
• Madgwick, S. O. H., A. J. L. Harrison, and R. Vaidyanathan. 2011. “Estimation of IMU and MARG Orientation Using a Gradient Descent Algorithm.” Paper presented at the Rehabilitation Robotics (ICORR), 2011 IEEE International Conference on, Zurich, Switzerland, June 27–July 1, pp 1–7.
   Google Scholar
• Modsching, M., R. Kramer, and K. ten Hagen. 2006. “Field Trial on GPS Accuracy in a Medium Size City: The Influence of Built-up.” Paper presented at the 3rd Workshop on Positioning, Navigation and Communication, Hannover, March 16–17, 209–218.
   Google Scholar
• Nilsson, J.-O., A. K. Gupta, and P. Händel. 2014. “Foot-Mounted Inertial Navigation Made Easy.” Paper presented at the Indoor Positioning and Indoor Navigation (IPIN), 2014 International Conference on, Busan, Korea, October 27–30, pp 24–29.
   Google Scholar
• Olivares, A., J. Ramírez, J. M. Górriz, G. Olivares, and M. Damas. 2012. “Detection of (In) Activity Periods in Human Body Motion Using Inertial Sensors: A Comparative Study.” Sensors 12 (5): 5791–5814. doi:10.3390/s120505791.
   PubMed Web of Science ®Google Scholar
• Olsson, F., J. Rantakokko, and J. Nygårds. 2014. “Cooperative Localization Using a Foot-Mounted Inertial Navigation System and Ultrawide Band Ranging.” Paper presented at the Indoor Positioning and Indoor Navigation (IPIN), 2014 International Conference on, Busan, Korea, October 27–30, pp 122–131.
   Google Scholar
• Robertson, P., M. Angermann, and B. Krach. 2009. “Simultaneous Localization and Mapping for Pedestrians Using Only Foot-Mounted Inertial Sensors.” Paper presented at the 11th International Conference on Ubiquitous Computing, Orlando, FL, September 30–October 03, pp 93–96.
   Google Scholar
• Romanovas, M., V. Goridko, A. Al-Jawad, M. Schwaab, M. Traechtler, L. Klingbeil, and Y. Manoli. 2012. “A Study on Indoor Pedestrian Localization Algorithms with Foot-Mounted Sensors.” Paper presented at the Indoor Positioning and Indoor Navigation (IPIN), 2012 International Conference on, Sydney, Australia, November 13–15, pp 1–10. doi: 10.1094/PDIS-11-11-0999-PDN.
   Google Scholar
• Sabatini, A. M. 2006. “Quaternion-Based Extended Kalman Filter for Determining Orientation by Inertial and Magnetic Sensing.” IEEE Transactions on Biomedical Engineering 53 (7): 1346–1356. doi:10.1109/TBME.2006.875664.
   PubMed Web of Science ®Google Scholar
• Sabatini, A. M. 2011. “Estimating Three-Dimensional Orientation of Human Body Parts by Inertial/Magnetic Sensing.” Sensors 11 (2): 1489–1525. doi:10.3390/s110201489.
   PubMed Web of Science ®Google Scholar
• Skog, I., P. Handel, J.-O. Nilsson, and J. Rantakokko. 2010. “Zero-Velocity Detection – An Algorithm Evaluation.” IEEE Transactions on Biomedical Engineering 57 (11): 2657–2666. doi:10.1109/TBME.2010.2060723.
   Web of Science ®Google Scholar
• Widyawan, M. K., S. Beauregard 2008. “A Backtracking Particle Filter for Fusing Building Plans with PDR Displacement Estimates.” Paper presented at the Positioning, Navigation and Communication, 2008. WPNC 2008. 5th Workshop on, Hannover, Germany, March 27, pp 207–212.
   Google Scholar
• Xiao, Z., H. Wen, A. Markham, and N. Trigoni. 2014. “Lightweight Map Matching for Indoor Localisation Using Conditional Random Fields.” Paper presented at the Proceedings of the 13th international symposium on Information processing in sensor networks, Berlin, Germany, April 15–17, pp 131–142.
   Google Scholar