Florian Meyer

IEEE Trans. Signal Process., 2024

ISR: Invertible Symbolic Regression.

[BibT_eX]

[DOI]

Tony Tohme

Mohammad Javad Khojasteh

Mohsen Sadr

Kamal Youcef-Toumi

CoRR, 2024

Learning Dynamics from Multicellular Graphs with Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Unstructured Simultaneous Localization and Synchronization.

[BibT_eX]

[DOI]

Paul Berestesky

Bryan Teague

Proceedings of the IEEE International Conference on Communications, 2024

A Distributed Joint Integrated Probabilistic Data Association (JIPDA) Filter with Soft Object Association.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Particle Flows for Source Localization in 3-D Using TDOA Measurements.

[BibT_eX]

[DOI]

Mohammad Javad Khojasteh

Proceedings of the 27th International Conference on Information Fusion, 2024

A New Architecture for Neural Enhanced Multiobject Tracking.

[BibT_eX]

[DOI]

Shaoxiu Wei

Proceedings of the 27th International Conference on Information Fusion, 2024

A Probabilistic Focalization Approach for Single Receiver Underwater Localization.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Information Fusion, 2024

Multiobject Tracking for Thresholded Cell Measurements.

[BibT_eX]

[DOI]

Ángel F. García-Fernández

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

Trajectory PMB Filters for Extended Object Tracking Using Belief Propagation.

[BibT_eX]

[DOI]

Yuxuan Xia

IEEE Trans. Aerosp. Electron. Syst., December, 2023

A Comprehensive Performance Comparison of IEEE 802.15.4 DSME and TSCH in a Realistic IoT Scenario for Industrial Applications.

[BibT_eX]

[DOI]

ACM Trans. Internet Things, August, 2023

Adaptive multi-hop networks for industrial applications with dynamically changing traffic.

[BibT_eX]

[DOI]

PhD thesis, 2023

Data Fusion for Multipath-Based SLAM: Combining Information From Multiple Propagation Paths.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2023

A BP Method for Track-Before-Detect.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2023

Toward Terrain-based Navigation Using Side-scan Sonar.

[BibT_eX]

[DOI]

Ellen Davenport

Junsu Jang

Augustin-Alexandru Saucan

CoRR, 2023

Passive Acoustic Tracking of Whales in 3-D.

[BibT_eX]

[DOI]

Simone Baumann-Pickering

John A. Hildebrand

Proceedings of the IEEE International Conference on Acoustics, 2023

On Data Association with Possibly Unresolved Measurements.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Information Fusion, 2023

Navigation in Shallow Water Using Passive Acoustic Ranging.

[BibT_eX]

[DOI]

Junsu Jang

Proceedings of the 26th International Conference on Information Fusion, 2023

Towards Terrain-Based Navigation Using Side-Scan Sonar.

[BibT_eX]

[DOI]

Ellen Davenport

Junsu Jang

Proceedings of the 26th International Conference on Information Fusion, 2023

A Belief Propagation Approach for Direct Multipath-Based SLAM.

[BibT_eX]

[DOI]

Erik Leitinger

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Network Localization and Navigation With Scalable Inference and Efficient Operation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

Multisensor Multiobject Tracking With High-Dimensional Object States.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Enhanced Belief Propagation for Multiobject Tracking.

[BibT_eX]

[DOI]

CoRR, 2022

Message Passing-Based Cooperative Localization with Embedded Particle Flow.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning-Aided Initialization for Variational Bayesian DOA Estimation.

[BibT_eX]

[DOI]

Yongsung Park

Peter Gerstoft

Proceedings of the IEEE International Conference on Acoustics, 2022

Neural Enhanced Belief Propagation for Data Association in Multiobject Tracking.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

Data Fusion for Radio Frequency SLAM with Robust Sampling.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

Are Group Acknowledgements Worth Anything in IEEE 802.15.4 DSME: A Comparative Analysis.

[BibT_eX]

[DOI]

Proceedings of the 5th Conference on Cloud and Internet of Things, 2022

Active Planning for Cooperative Localization: A Fisher Information Approach.

[BibT_eX]

[DOI]

Bryan Teague

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Graph-based Simultaneous Localization and Bias Tracking for Robust Positioning in Obstructed LOS Situations.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Scalable Detection and Tracking of Geometric Extended Objects.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Sending multiple packets per guaranteed time slot in IEEE 802.15.4 DSME: Analysis and evaluation.

[BibT_eX]

[DOI]

Internet Technol. Lett., 2021

Graph-Based Multiobject Tracking with Embedded Particle Flow.

[BibT_eX]

[DOI]

CoRR, 2021

QMA: A Ressource-efficient, Q-Learning-based Multiple Access Scheme for the IIoT.

[BibT_eX]

[DOI]

CoRR, 2021

Neural Enhanced Belief Propagation for Cooperative Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Probabilistic Scan Matching: Bayesian Pose Estimation from Point Clouds.

[BibT_eX]

[DOI]

Rico Mendrzik

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

QMA: A Resource-efficient, Q-learning-based Multiple Access Scheme for the IIoT.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Acoustic Source Localization in Shallow Water: A Probabilistic Focalization Approach.

[BibT_eX]

[DOI]

Kay L. Gemba

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

A Scalable Track-Before-Detect Method With Poisson/Multi-Bernoulli Model.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Track Coalescence and Repulsion: MHT, JPDA, and BP.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020

Blended Learning.

[BibT_eX]

[DOI]

Sawsen Lakhal

Proceedings of the Encyclopedia of Education and Information Technologies, 2020

Scalable Data Association for Extended Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

A Fast Labeled Multi-Bernoulli Filter Using Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2020

Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm.

[BibT_eX]

[DOI]

Domenico Gaglione

Giovanni Soldi

Paolo Braca

Giovanni De Magistris

IEEE Signal Process. Lett., 2020

Peregrine: Network Localization and Navigation with Scalable Inference and Efficient Operation.

[BibT_eX]

[DOI]

CoRR, 2020

Localization Based on Channel Impulse Response Estimates.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2020

Scalable Detection and Tracking of Extended Objects.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Variational Bayesian Estimation of Time-Varying DOAs.

[BibT_eX]

[DOI]

Yongsung Park

Peter Gerstoft

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

New CAP Reduction Mechanisms for IEEE 802.15.4 DSME to Support Fluctuating Traffic in IoT Systems.

[BibT_eX]

[DOI]

Proceedings of the Ad-Hoc, Mobile, and Wireless Networks, 2020

Sequential Sparse Bayesian Learning For Doa.

[BibT_eX]

[DOI]

Yongsung Park

Peter Gerstoft

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Data Fusion for Multipath-Based SLAM.

[BibT_eX]

[DOI]

Erik Leitinger

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

A Belief Propagation Algorithm for Multipath-Based SLAM.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Distributed Bernoulli Filtering Using Likelihood Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Enabling Situational Awareness in Millimeter Wave Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2019

Fast Inference for Situational Awareness in 5G Millimeter Wave Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Localization, Mapping, and Synchronization in 5G Millimeter Wave Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Data Association for Tracking Extended Targets.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Military Communications Conference, 2019

Scalable Probabilistic Data Association with Extended Objects.

[BibT_eX]

[DOI]

Zhenyu Liu

Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Delay-Bounded Scheduling in IEEE 802.15.4e DSME Using Linear Programming.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Performance Analysis of the Slot Allocation Handshake in IEEE 802.15.4 DSME.

[BibT_eX]

[DOI]

Florian Kauer

Proceedings of the Ad-Hoc, Mobile, and Wireless Networks, 2019

2018

Efficient Multisensor Localization for the Internet of Things: Exploring a New Class of Scalable Localization Algorithms.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Message Passing Algorithms for Scalable Multitarget Tracking.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

A Scalable Algorithm for Network Localization and Synchronization.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

A Scalable Belief Propagation Algorithm for Radio Signal Based SLAM.

[BibT_eX]

[DOI]

CoRR, 2018

Target Tracking Using a Distributed Particle-Pda Filter With Sparsity-Promoting Likelihood Consensus.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

On the Accuracy of Network Localization and Synchronization.

[BibT_eX]

[DOI]

Zhenyu Liu

Proceedings of the 10th IEEE Latin-American Conference on Communications, 2018

Joint Navigation and Multitarget Tracking in Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Network Localization and Navigation Using Measurements with Uncertain Origin.

[BibT_eX]

[DOI]

Zhenyu Liu

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Cooperative Simultaneous Localization and Synchronization in Mobile Agent Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Peregrine: 3-D network localization and navigation.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Latin-American Conference on Communications, 2017

Factor graph based simultaneous localization and mapping using multipath channel information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Local detection and estimation of multiple objects from images with overlapping observation areas.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Localization of multiple sources using time-difference of arrival measurements.

[BibT_eX]

[DOI]

Alessandra Tesei

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Distributed Localization and Tracking of Mobile Networks Including Noncooperative Objects.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2016

Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Belief propagation based joint probabilistic data association for multipath-assisted indoor navigation and tracking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Localization and GNSS, 2016

Scalable Adaptive Multitarget Tracking Using Multiple Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Tracking an unknown number of targets using multiple sensors: A belief propagation method.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Sequential Monte Carlo implementation of the track-oriented marginal multi-Bernoulli/poisson filter.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Distributed Estimation With Information-Seeking Control in Agent Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Cooperative localization with information-seeking control.

[BibT_eX]

[DOI]

Henk Wymeersch

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Scalable multitarget tracking using multiple sensors: A belief propagation approach.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

2014

Sigma Point Belief Propagation.

[BibT_eX]

[DOI]

Ondrej Hlinka

IEEE Signal Process. Lett., 2014

Distributed Estimation with Information-Seeking Control in Agent Network.

[BibT_eX]

[DOI]

CoRR, 2014

Cooperative Simultaneous Localization and Tracking in Mobile Agent Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Cooperative simultaneous localization and synchronization: Toward a low-cost hardware implementation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Distributed decorrelation in sensor networks with application to distributed particle filtering.

[BibT_eX]

[DOI]

Michael Moldaschl

Wilfried N. Gansterer

Ondrej Hlinka

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Soft-Heuristic Detectors for Large MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Cooperative simultaneous localization and tracking (coslat) with reduced complexity and communication.

[BibT_eX]

[DOI]

Henk Wymeersch

Proceedings of the IEEE International Conference on Acoustics, 2013

A distributed particle-based belief propagation algorithm for cooperative simultaneous localization and synchronization.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

Cooperative simultaneous localization and synchronization: A distributed hybrid message passing algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Low-complexity detection for large MIMO systems using partial ML detection and genetic programming.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Smart Agri-Food Logistics: Requirements for the Future Internet.

[BibT_eX]

[DOI]

Proceedings of the Dynamics in Logistics, Third International Conference, 2012

Simultaneous distributed sensor self-localization and target tracking using belief propagation and likelihood consensus.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2008

Finding Music Fads by Clustering Online Radio Data with Emergent Self Organizing Maps.

[BibT_eX]

[DOI]