A multi-temporal multi-sensor circular fusion filter

Information Fusion

Volumn 18, Issue 1, 2014, Pages 86-100

  Stienne, G ^b   Reboul, S ^a   Azmani, M ^b   Choquel, J B ^b   Benjelloun, M ^b  

^a UNIV LILLE   (France)

^b UNIVERSITÉ DU LITTORAL CÔTE D OPALE   (France)

Author keywords

Bayesian estimation; Circular statistic; Fusion

Indexed keywords

BAYESIAN ESTIMATIONS; CIRCULAR STATISTICS; LINEAR DOMAIN; MULTI-SENSOR APPLICATIONS; MULTI-SENSOR FUSION; MULTI-TEMPORAL; VON MISES DISTRIBUTION; WEIGHTED SUM;

ANGLE MEASUREMENT; BAYESIAN NETWORKS; FUSION REACTIONS; SENSORS;

SENSOR DATA FUSION;

EID: 84892368536     PISSN: 15662535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.inffus.2013.05.012     Document Type: Article

References (31)

1. N.I. Fisher Problem with the current definition of the standard deviation of wind direction Journal of Climate and Applied Meteorology 26 1987 1522 1529
2. C. Mello Statistiques circulaires et utilisations en psychologie Tutorials in Quantitative Methods for Psychology 1 2005 11 17
3. K.V. Mardia, C.C. Taylor, and G.K. Subramaniam Protein bioinformatics and mixtures of bivariate von Mises distributions for angular data Biometrics 63 2007 505 512
4. G. Stienne, S. Reboul, M. Azmani, J.-B. Choquel, M. Benjelloun, A multi-sensor circular particle filter applied to the fusion of the GPS-L2C channels, in: Proceedings of the 14th International Conference on Information Fusion, 2011, pp. 1-8.
5. S. Reboul, and M. Benjelloun Joint segmentation of the wind speed and direction Signal Processing 86 2006 744 759 (Pubitemid 43242971)
6. N. Dobigeon, and J. Tourneret Joint segmentation of wind speed and direction using a hierarchical model Computational Statistics & Data Analysis 51 2006 5603 5621
7. R. Gatto, and S.R. Jammalamadaka The generalized von Mises distribution Statistical Methodology 4 2007 341 353
8. M. Azmani, S. Reboul, J.B. Choquel, and M. Benjelloun Etude et mise en oeuvre d'un estimateur récursif des paramètres statistiques d'une distribution circulaire de von Mises et d'une distribution Log-normale Journal Européen des Systèmes Automatisés 44 2010 525 545
9. K.V. Mardia, and P.E. Jupp Directional Statistics 1999 Wiley Chichester
10. K.V. Mardia, and S.A.M. El-Atoum Bayesian inference for the Von Mises-Fisher distribution Biometrika 63 1976 203 206
11. K. Ghosh, S.R. Jammalamadaka, and M. Vasudaven Change-point problems for the von Mises distribution Journal of Applied Statistics 26 1999 423 434
12. S.R. Jammalamadaka, and A. SenGupta Topics in Circular Statistics 2001 World Scientific Publ. New Jersey
13. A. Sengupta, and A.K. Laha A Bayesian analysis of the change-point problem for directional data Journal of Applied Statistics 35 2008 693 700
14. V. Shin, Y. Lee, and T.S. Choi Generalized Millman's formula and its application for estimation problems Signal Processing 86 2006 257 266 (Pubitemid 41705750)
15. J. Kacemi, S. Reboul, M. Benjelloun, Information fusion in a multi-frequencies GPS receiver, in: Position Location and Navigation Symposium (PLANS), 2004, pp. 399-404.
16. D.L. Hall, and S.A.H. McMullen Mathematical Techniques in Multisensor Data Fusion 2004 Artech House Norwood
17. F. Gustafsson Adaptative Filtering and Change Detection 2001 Wiley
18. H. Qi, and J.B. Moore Direct Kalman filtering approach for GPS/INS integration IEEE Transactions on Aerospace and Electronic Systems 38 2002 687 693 (Pubitemid 34750610)
19. N.I. Ziedan GNSS Receivers for Weak Signals 2004 Artech House Norwood
20. B. Barshan, and H.G. Durran-Whyte Evaluation of a solid-state gyroscope for robotics applications IEEE Transactions on Instrumentation and Measurement 44 1994 61 67
21. X. Yun, and E.R. Bachmann Design, implementation, and experimental results of a quaternion-based Kalman filter for human body motion tracking IEEE Transactions on Robotics 22 2006 1216 1217
22. B. Ristic, and M.S. Arulampalam Tracking a manoeuvring target using angle-only measurements: algorithms and performance Signal Processing 83 2003 1223 1238
23. I. Markovic, and I. Petrovic Speaker localization and tracking with a microphone array on a mobile robot using von Mises distribution and particle filtering Robotics and Autonomous Systems 58 2010 1185 1196
24. M. Azmani, S. Reboul, J.-B. Choquel, M. Benjelloun, A recursive fusion filter for angular data, in: Proceedings of the 2009 IEEE International Conference on Robotics and Biomimetics, 2009, pp. 882-887.
25. I. Markovic, I. Petrovic, Bearing-only tracking with a mixture of von Mises distributions, in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2012, pp. 707-712.
26. G. Stienne, S. Reboul, J.-B. Choquel, M. Benjelloun, Circular data processing tools applied to a phase open loop architecture for multi-channels signals tracking, in: Position Location and Navigation Symposium (PLANS), 2012, pp. 633-642.
27. G. Stienne, S. Reboul, M. Azmani, J.-B. Choquel, and M. Benjelloun GNSS dataless signal tracking with a delay semi-open loop and a phase open loop Signal Processing 93 2013 1192 1209
28. X. Yun, E.R. Bachmann, and R.B. McGhee A simplified quaternion-based algorithme for orientation estimation from earth gravity and magnetic field measurements IEEE Transactions on Instrumentation and Measurement 57 2008 638 650 (Pubitemid 351368970)
29. M.A. Stephens Random walk on a circle Biometrika 50 1963 385 390
30. H.B. Mitchell Multi-Sensor Data Fusion, An Introduction 2007 Springer
31. Y. Zhu, Z. You, J. Zhao, K. Zhang, and X.R. Li The optimality for the distributed Kalman filtering fusion with feedback Automatica 37 2001 1489 1493 (Pubitemid 32691046)