A Consistent Track-to-Track Fusion Method Based on Copula Theory
This paper addresses the problem of distributed fusion when the conditional independence assumptions on sensor measurements or local estimates are not met. A new data fusion algorithm called Copula fusion is presented. The proposed method is grounded on Copula statistical modeling and Bayesian analy...
Main Authors: | Kelin Lu, K. C. Chang, Rui Zhou |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2016-01-01
|
Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2016/3751959 |
Similar Items
-
Sensor Fusion of Gaussian Mixtures for Ballistic Target Tracking in the Re-Entry Phase
by: Kelin Lu, et al.
Published: (2016-08-01) -
A copula-based consistency analysis of education indicators
by: Cunha César, et al.
Published: (2019-01-01) -
A method of consistently fusion-interpreting the telemetry data based on the evidence theory
by: Yue Jia, et al.
Published: (2019-05-01) -
Robust Object Tracking Based on Motion Consistency
by: Lijun He, et al.
Published: (2018-02-01) -
An Automatic Tracking Method for Multiple Cells Based on Multi-Feature Fusion
by: Haigen Hu, et al.
Published: (2018-01-01)