A robust scheme for distributed particle filtering in wireless sensors networks

MA Vázquez, J Míguez - Signal Processing, 2017 - Elsevier
Wireless sensor networks (WSNs) have become a popular technology for a broad range of
applications where the goal is to track and forecast the evolution of time-varying physical …

Measurement dissemination-based distributed Bayesian filter using the latest-in-and-full-out exchange protocol for networked unmanned vehicles

C Liu, SE Li, JK Hedrick - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
This paper presents a measurement dissemin-ation-based distributed Bayesian filter (DBF)
for a network of unmanned ground vehicles (UGVs). The DBF utilizes the latest-in-and-full …

[PDF][PDF] Distributed SMC-PHD fusion for partial, arithmetic average consensus

T Li - arXiv preprint arXiv:1712.06128, 2017 - researchgate.net
We propose an average consensus approach for distributed SMC-PHD (sequential Monte
Carlo-probability hypothesis density) fusion, in which local filters extract Gaussian mixtures …

A likelihood-based distributed particle filter for asynchronous sensor networks

M Li, W Yi, L Kong - 2017 20th International Conference on …, 2017 - ieeexplore.ieee.org
This paper focuses on addressing the data fusion problems in asynchronous sensor
networks using distribute particle filter (DPF). Generally, the type of the local information …

Measurement integration for localization and tracking

JR Martinez-de Dios, AS Bernabé-Clemente… - … -based Localization and …, 2017 - Springer
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Distributed Fault Diagnosis for Networked Nonlinear Processes, Multi-Agent Systems, and Source Localization

E Noursadeghi - 2017 - search.proquest.com
This dissertation deals with the design and development of distributed fault detection and
isolation (FDI) methods for large-scale nonlinear uncertain systems. Analytical and …

[PDF][PDF] Distributed Bayesian filter using measurement dissemination for multiple UGVs with dynamically changing interaction topologies

C Liu, SE Li, D Yang, JK Hedrick - Journal of Dynamic Systems …, 2017 - researchgate.net
This paper presents a novel distributed Bayesian filtering (DFB) method using measurement
dissemination for multiple unmanned ground vehicles (UGVs) with dynamically changing …

Distributed Bayesian filters for multi-vehicle network by using Latest-In-and-Full-Out exchange protocol of measurements

C Liu, SE Li, JK Hedrick - 2017 American Control Conference …, 2017 - ieeexplore.ieee.org
This paper presents a measurement dissemination-based distributed Bayesian filtering
(DBF) approach for a network of unmanned ground vehicles (UGVs). The DBF utilizes the …

[PDF][PDF] Multi-object Detection and Tracking in Sensor Networks and Video Sequences

G Ren - 2017 - mavmatrix.uta.edu
ACKNOWLEDGEMENTS I would like to express special appreciation and thanks to my
advisor Professor Dr. Ioannis D. Schizas: You have been a great mentor to me. I'm grateful to …

[图书][B] Planning Under Uncertainty for Human-Compatible Robots

C Liu - 2017 - search.proquest.com
Recent progress in robotic systems has significantly advanced robot functional capabilities,
including perception, planning, and control. As robots are gaining wider applications in our …