An Approach to Dynamic Sensing Data Fusion
For the research and development of sensor systems, the collection and fusion of sensing data is the core. In order to make sensor data acquisition change with the change in environment, a dynamic data acquisition and fusion method based on feedback ...
Yunfei Yin, Liufa Guan, Chengen Zheng
doaj +1 more source
A Weighted Belief Entropy-Based Uncertainty Measure for Multi-Sensor Data Fusion
In real applications, how to measure the uncertain degree of sensor reports before applying sensor data fusion is a big challenge. In this paper, in the frame of Dempster–Shafer evidence theory, a weighted belief entropy based on Deng entropy is proposed
Yongchuan Tang +3 more
semanticscholar +1 more source
The multi-sensor data fusion technique plays a significant role in fault diagnosis and in a variety of such applications, and the Dempster–Shafer evidence theory is employed to improve the system performance; whereas, it may generate a counter-intuitive ...
Fuyuan Xiao
semanticscholar +1 more source
Fast grouping fusion method of dual carbon monitoring data based on DBSCAN clustering algorithm
Due to the serious redundant interference of dual-carbon monitoring data resources, threshold setting in the fusion process is inaccurate. To realize the sharing and utilization of monitoring data resources, a fast group fusion method of dual-carbon ...
Rui Ma +5 more
doaj +1 more source
Study on Multi-Heterogeneous Sensor Data Fusion Method Based on Millimeter-Wave Radar and Camera. [PDF]
Duan J.
europepmc +1 more source
Multi-Sensor Data Fusion and CNN-LSTM Model for Human Activity Recognition System. [PDF]
Zhou H +5 more
europepmc +1 more source
A New Evidence Weight Combination and Probability Allocation Method in Multi-Sensor Data Fusion. [PDF]
Ma L, Yao W, Dai X, Jia R.
europepmc +1 more source
Transformer-Based Sensor Fusion for Autonomous Vehicles: A Comprehensive Review
Sensor fusion is vital for many critical applications, including robotics, autonomous driving, aerospace, and beyond. Integrating data streams from different sensors enables us to overcome the intrinsic limitations of each sensor, providing more reliable
Ahmed Abdulmaksoud, Ryan Ahmed
doaj +1 more source
Multi-Sensor Data Fusion Solutions for Blind and Visually Impaired: Research and Commercial Navigation Applications for Indoor and Outdoor Spaces. [PDF]
Theodorou P, Tsiligkos K, Meliones A.
europepmc +1 more source
Sensor Data Fusion Based on Deep Learning for Computer Vision Applications and Medical Applications. [PDF]
Naqvi RA +4 more
europepmc +1 more source

