A review of data fusion techniques

F Castanedo - The scientific world journal, 2013 - Wiley Online Library
reviews the most popular methods and techniques for performing data/information fusion.
To determine whether the application of data/information fusion methods is feasible, we must …

Review of data fusion methods for real-time and multi-sensor traffic flow analysis

SA Kashinath, SA Mostafa, A Mustapha… - IEEE …, 2021 - ieeexplore.ieee.org
… Ongoing studies on Data Fusion (DF) have produced … This paper reviews the implementation
of DF methods in ITS … is to review DF methods used for real-time and multi-sensor (…

[HTML][HTML] A systematic review of data fusion techniques for optimized structural health monitoring

S Hassani, U Dackermann, M Mousavi, J Li - Information Fusion, 2024 - Elsevier
information about system behavior. This paper reviews recent developments in data fusion
techniques … of current methods and challenges in SHM are presented, and future trends in …

A survey on machine learning for data fusion

T Meng, X Jing, Z Yan, W Pedrycz - Information Fusion, 2020 - Elsevier
data fusion. In this paper, we provide a comprehensive survey on data fusion methods based
… We first offer a detailed introduction to the background of data fusion and machine learning …

Data fusion for ITS: A systematic literature review

C Ounoughi, SB Yahia - Information Fusion, 2023 - Elsevier
… Studies on Data Fusion (DF) have delivered significant enhancements in … review on recent
data fusion methods and extracts the main issues and challenges of using these techniques

A survey of sensor fusion methods in wearable robotics

D Novak, R Riener - Robotics and Autonomous Systems, 2015 - Elsevier
Sensor fusion applications such as intention detection have … presents a review of existing
sensor fusion methods for wearable … Fusion methods are first presented as applied to individual …

Survey: State of the art in NDE data fusion techniques

Z Liu, DS Forsyth, JP Komorowski… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
fusion, which has been growing rapidly in the NDE community in recent years. This paper
reviews the progress in NDE data fusion techniques and examines the mathematical fusion

Data fusion for ITS: techniques and research needs

NE El Faouzi, LA Klein - Transportation Research Procedia, 2016 - Elsevier
… in individual source data. Although demonstrated for more than two decades, data fusion
(DF) is … Data fusion techniques applied to date include Bayesian inference, Dempster-Shafer …

Multisensor data fusion: A review of the state-of-the-art

B Khaleghi, A Khamis, FO Karray, SN Razavi - Information fusion, 2013 - Elsevier
… research on multisensor data fusion technology, driven by its … review of recent developments
in the data fusion domain. This paper proposes a comprehensive review of the data fusion

Data handling in data fusion: Methodologies and applications

SM Azcarate, R Ríos-Reina, JM Amigo… - TrAC Trends in …, 2021 - Elsevier
data fusion, sometimes paying too much attention to the algorithms instead. This manuscript
explains data fusion from the structure of the different data … to the nature of the data and the …