Vehicle localization in VANETs using data fusion and V2V communication

DIVANet'12 - Proceedings of the ACM Workshop on Design and Analysis of Intelligent Vehicular Networks and Applications

Volumn , Issue , 2012, Pages 123-130

  Golestan, Keyvan ^a   Seifzadeh, Sepideh ^a   Kamel, Mohamed ^a   Karray, Fakhri ^a   Sattar, Farook ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Cooperative Vehicle Localization; Data Fusion; Extended Kalman Filtering; Localization Attributes; Particle Filtering; V2V Communication; Vehicular Ad hoc Networks

Indexed keywords

COOPERATIVE VEHICLES; EXTENDED KALMAN FILTERING; LOCALIZATION ATTRIBUTES; PARTICLE FILTERING; V2V COMMUNICATIONS;

DATA FUSION; TRACKING (POSITION); VEHICLES; VEHICULAR AD HOC NETWORKS;

VEHICLE TO VEHICLE COMMUNICATIONS;

EID: 84869435698     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2386958.2386977     Document Type: Conference Paper

References (16)

1. G. Kitagawa and W. Gersch, "Smoothness Priors Analysis of Time Series", Lecture Notes in Statistics, Springer, vol. 116, pp. 78-82, 1996.
2. G. Dissanayake, P. Newman, S. Clark, H.F. Dwrant-Whyte, and M. Csorba,"An Experimental and Theoretical Investigation into Simultaneous Localisation and Map Building (SLAM)", Lecture Notes in Control and Information Sciences, Robotics, Springer, vol. 250/2000, pp 265-274 2000.
3. S. Thurn, W. Burgard, and D. Fox, "Probabilistic Robotics", MIT Press, Cambridge, MA, 2005.
4. Ioannis Rekleitis, "Cooperstive Localization and Multi-robot Exploration", PhD Thesis, School of Computer Science, McGill University, 2003.
5. A. Doucet, S. Godsill and C. Andrieu, "On sequential Monte Carlo sampling methods for Bayesian filtering", J. of Statistics and Computing, vol. 10, Issue 3, pp. 197-208, July 2000.
6. A. Doucet, N. de Freitas, K. Murphy, S. Russell, "Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks", Proc. of the Int. Conf. on Uncertainty in AI, pp. 176-183, 2000.
7. J.J. Caffery and G.L. Stãijber,"Overview of Radiolocation in CDMA Cellular Systems", pp. 38-45, 1998.
8. J.J. Blum, A. Eskandarian, and L. J. Hoffman, "Challenges of Inter vehicle Ad Hoc Networks", IEEE Trans. on Intelligent Transportation Systems, vol. 5, no. 4, pp. 347-351, 2004.
9. M. Obst, N. Mattern, R. Schubert, and G. Wanielik, "Car-to-Car Communication for Accurate Vehicle Localization the CoVeL Approach", Systems, Signals and Devices (SSD), 2012 9th Int. Multi-Conf. on, pp. 1-6, 2012.
10. N. Mattern, M. Obst, R. Schubert, and G. Wanielik, "Co-operative Vehicle Localization Algorithm Evaluation of the COVEL Approach", Systems, Signals and Devices (SSD), 2012 9th Int. Multi-Conf. on, pp. 1-5, 2012.
11. K. Golestan, A. Jundi, L. Nassar, F. Sattar, F. Karray, M. Kamel, and S. Boumaiza, "Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Information Gathering and Data Fusion", Autonomous and Intelligent Systems, Lecture Notes in Computer Science, Springer, vol. 7326, pp. 34-41, 2012.
12. A. Boukerche, H. B. F. Oliveira, E. F. Nakamura, and A. F. Loureiro, "Vehicular Ad Hoc Networks: A New Challenge for Localization-Based Systems", Computer Communications, vol. 31, no. 12, pp. 2838-2849, 2008.
13. L. Nassar, A. Jundi, K. Golestan, F. Sattar, F. Karray, M. Kamel and S. Boumaiza, "Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Context-Aware Processing and Communication Gateway",, Autonomous and Intelligent Systems, Lecture Notes in Computer Science, Springer, vol. 7326, pp. 42-49, 2012.
14. J. Yao, A. T. Balaei, M. Hassan, S. Member, N. Alam, and A. G. Dempster, "Improving Cooperative Positioning for Vehicular Networks", IEEE Tran. on Vehicular Tech., vol. 60, no. 6, pp. 2810-2823, 2011.
15. Chia-ho Ou, "A Roadside Unit-based Localization Scheme for Vehicular Ad-hoc Networks", Int. J of Communication Systems, John Wiley & Sons, Ltd, no. 51, 2012.
16. F. Ahammed, J. Taheri, A. Y. Zomaya, and M. Ott,"VLOCI:Using Distance Measurements to Improve the Accuracy of Location Coordinates in GPS-Equipped VANETs",Int. ICST Conf. on Mobile and Ubiquitous Systems, pp. 149-161, 2012.