Karl Granström

Karl Granström

Chalmers tekniska högskola

H-index: 39

Europe-Sweden

About Karl Granström

Karl Granström, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at Chalmers tekniska högskola, specializes in the field of Sensor Fusion, Robotics, Target Tracking.

His recent articles reflect a diverse array of research interests and contributions to the field:

Trajectory PMB filters for extended object tracking using belief propagation

A tutorial on multiple extended object tracking

Multiple object trajectory estimation using backward simulation

PMBM-based SLAM filters in 5G mmWave vehicular networks

Poisson multi-Bernoulli approximations for multiple extended object filtering

Learning-based extended object tracking using hierarchical truncation measurement model with automotive radar

Extended object tracking with automotive radar using learned structural measurement model

Low-complexity 5G SLAM with CKF-PHD filter

Karl Granström Information

University

Position

___

Citations(all)

5402

Citations(since 2020)

3585

Cited By

3278

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

71

i10Index(since 2020)

65

Email

University Profile Page

Chalmers tekniska högskola

Google Scholar

View Google Scholar Profile

Karl Granström Skills & Research Interests

Sensor Fusion

Robotics

Target Tracking

Top articles of Karl Granström

Title

Journal

Author(s)

Publication Date

Trajectory PMB filters for extended object tracking using belief propagation

IEEE Transactions on Aerospace and Electronic Systems

Yuxuan Xia

Ángel F García-Fernández

Florian Meyer

Jason L Williams

Karl Granström

...

2023/9/19

A tutorial on multiple extended object tracking

Karl Granström

Marcus Baum

2023/10/30

Multiple object trajectory estimation using backward simulation

IEEE Transactions on Signal Processing

Yuxuan Xia

Lennart Svensson

Ángel F García-Fernández

Jason L Williams

Daniel Svensson

...

2022/6/22

PMBM-based SLAM filters in 5G mmWave vehicular networks

IEEE Transactions on Vehicular Technology

Hyowon Kim

Karl Granström

Lennart Svensson

Sunwoo Kim

Henk Wymeersch

2022/5/11

Poisson multi-Bernoulli approximations for multiple extended object filtering

IEEE Transactions on Aerospace and Electronic Systems

Yuxuan Xia

Karl Granström

Lennart Svensson

Maryam Fatemi

Ángel F García-Fernández

...

2021/9/10

Learning-based extended object tracking using hierarchical truncation measurement model with automotive radar

IEEE Journal of Selected Topics in Signal Processing

Yuxuan Xia

Pu Wang

Karl Berntorp

Lennart Svensson

Karl Granström

...

2021/2/9

Extended object tracking with automotive radar using learned structural measurement model

Yuxuan Xia

Pu Wang

Karl Berntorp

Petros Boufounos

Philip Orlik

...

2020/9/21

Low-complexity 5G SLAM with CKF-PHD filter

Hyowon Kim

Karl Granström

Sunwoo Kim

Henk Wymeersch

2020/5/4

Trajectory poisson multi-Bernoulli filters

IEEE Transactions on Signal Processing

Ángel F García-Fernández

Lennart Svensson

Jason L Williams

Yuxuan Xia

Karl Granström

2020/8/17

5G mmWave cooperative positioning and mapping using multi-model PHD filter and map fusion

IEEE Transactions on Wireless Communications

Hyowon Kim

Karl Granström

Lin Gao

Giorgio Battistelli

Sunwoo Kim

...

2020/3/11

Decentralized Poisson multi-Bernoulli filtering for vehicle tracking

IEEE Access

Markus Fröhle

Karl Granström

Henk Wymeersch

2020/7/8

Poisson multi-Bernoulli mixture conjugate prior for multiple extended target filtering

IEEE Transactions on Aerospace and Electronic Systems

Karl Granström

Maryam Fatemi

Lennart Svensson

2019/6/4

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

Ángel F García-Fernández

Lennart Svensson

Jason L Williams

Yuxuan Xia

Karl Granström

2020/7/6

Spatiotemporal constraints for sets of trajectories with applications to PMBM densities

Karl Granström

Lennart Svensson

Yuxuan Xia

Ángel F García-Femández

Jason Williams

2020/7/6

Joint CKF-PHD filter and map fusion for 5G multi-cell SLAM

Hyowon Kim

Karl Granström

Lin Gao

Giorgio Battistelli

Sunwoo Kim

...

2020/6/7

See List of Professors in Karl Granström University(Chalmers tekniska högskola)

Co-Authors

H-index: 103
y. bar-shalom

y. bar-shalom

University of Connecticut

H-index: 70
Ba-Ngu Vo

Ba-Ngu Vo

Curtin University

H-index: 69
Peter Willett

Peter Willett

University of Connecticut

H-index: 66
Henk Wymeersch

Henk Wymeersch

Chalmers tekniska högskola

H-index: 39
Lennart Svensson

Lennart Svensson

Chalmers tekniska högskola

H-index: 34
Umut Orguner

Umut Orguner

Orta Dogu Teknik Üniversitesi

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