Robust and low complexity Bayesian data fusion for hybrid cooperative vehicular localization

@article{Hoang2017RobustAL,
  title={Robust and low complexity Bayesian data fusion for hybrid cooperative vehicular localization},
  author={Gia-Minh Hoang and Beno{\^i}t Denis and Jerome Haerri and Dirk T. M. Slock},
  journal={2017 IEEE International Conference on Communications (ICC)},
  year={2017},
  pages={1-6}
}
This paper addresses Particle Filter (PF)-based hybrid Cooperative Localization (CLoc) strategies consisting of fusing absolute position information from embedded Global Navigation Satellite System (GNSS) with relative distance-dependent estimates using Impulse Radio — Ultra WideBand (IR-UWB) technology. Such hybrid GNSS/IR-UWB CLoc yet cannot benefit from the high precision estimates from the IR-UWB due to the disparity between GNSS position and IR-UWB V2V ranging noises, leading to a… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 12 references

Probabilistic Robotics (Intelligent Robotics and Autonomous Agents)

S. Thrun, W. Burgard, D. Fox
2005
View 4 Excerpts
Highly Influenced

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

M. Arulampalam, S. Maskell, N. Gordon, T. Clapp
IEEE Trans. on Sig. Proc., vol. 50, pp. 174–188, Feb. 2002. • 2002
View 5 Excerpts
Highly Influenced

Cooperative localization in GNSS-aided VANETs with accurate IR-UWB range measurements

2016 13th Workshop on Positioning, Navigation and Communications (WPNC) • 2016
View 3 Excerpts

Bayesian Filtering and Smoothing

Institute of Mathematical Statistics textbooks • 2013
View 3 Excerpts

Intervehicle-Communication-Assisted Localization

IEEE Transactions on Intelligent Transportation Systems • 2010
View 2 Excerpts

Highway and rural propagation channel modeling for vehicle-to-vehicle communications at 5.9 GHz

2008 IEEE Antennas and Propagation Society International Symposium • 2008
View 1 Excerpt

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