Yuxuan Xia

Doctoral Student at Signal Processing

Yuxuan Xia is a PhD student in Signal processing research group, focusing his research on multiple target tracking algorithms.

Source: chalmers.se
Image of Yuxuan Xia

Showing 12 publications

2020

Backward simulation for sets of trajectories

Yuxuan Xia, Lennart Svensson, Angel Garcia et al
Proceedings of 2020 23rd International Conference on Information Fusion, FUSION 2020
Paper in proceedings
2020

Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar

Yuxuan Xia, Pu Wang, Karl Berntorp et al
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, p. 4900-4904
Paper in proceedings
2020

Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model

Yuxuan Xia, Pu Wang, Karl Berntorp et al
2020 IEEE Radar Conference (RadarConf20)
Paper in proceedings
2020

Spatiotemporal Constraints for Sets of Trajectories with Applications to PMBM Densities

Karl Granström, Lennart Svensson, Yuxuan Xia et al
FUSION 2020 - 23nd International Conference on Information Fusion
Paper in proceedings
2020

Trajectory multi-Bernoulli filters for multi-target tracking based on sets of trajectories

Angel Garcia, Lennart Svensson, Jason L. Williams et al
FUSION 2019 - 22nd International Conference on Information Fusion
Paper in proceedings
2020

Extended object tracking using hierarchical truncation model with partial-view measurements

Yuxuan Xia, Pu Wang, Karl Berntorp et al
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop. Vol. 2020 June
Paper in proceedings
2019

Multiscan implementation of the trajectory poisson multi-Bernoulli mixture filter

Yuxuan Xia, Karl Granström, Lennart Svensson et al
Journal of Advances in Information Fusion. Vol. 14 (2), p. 213-235
Journal article
2019

Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories

Yuxuan Xia, Karl Granström, Lennart Svensson et al
FUSION 2019 - 22nd International Conference on Information Fusion
Paper in proceedings
2019

Gaussian implementation of the multi-Bernoulli mixture filter

Angel F. Garcaa-Fernandez, Yuxuan Xia, Karl Granström et al
FUSION 2019 - 22nd International Conference on Information Fusion
Paper in proceedings
2018

Poisson Multi-Bernoulli Mixture Trackers: Continuity Through Random Finite Sets of Trajectories

Karl Granström, Lennart Svensson, Yuxuan Xia et al
2018 21st International Conference on Information Fusion, FUSION 2018, p. 973-981
Paper in proceedings
2018

Likelihood-Based Data Association for Extended Object Tracking Using Sampling Methods

Karl Granström, Lennart Svensson, Stephan Reuter et al
IEEE Transactions on Intelligent Vehicles. Vol. 3 (1), p. 30-45
Journal article

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