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

B Khaleghi, A Khamis, FO Karray, SN Razavi - Information fusion, 2013 - Elsevier
There has been an ever-increasing interest in multi-disciplinary research on multisensor
data fusion technology, driven by its versatility and diverse areas of application. Therefore …

Approaches to multisensor data fusion in target tracking: A survey

D Smith, S Singh - IEEE transactions on knowledge and data …, 2006 - ieeexplore.ieee.org
The tracking of objects using distributed multiple sensors is an important field of work in the
application areas of autonomous robotics, military applications, and mobile systems. In this …

Update with out-of-sequence measurements in tracking: exact solution

Y Bar-Shalom - IEEE Transactions on aerospace and electronic …, 2002 - ieeexplore.ieee.org
In target tracking systems measurements are typically collected in" scans" or" frames" and
then they are transmitted to a processing center. In multisensor tracking systems that operate …

One-step solution for the multistep out-of-sequence-measurement problem in tracking

Y Bar-Shalom, H Chen, M Mallick - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
In multisensor target tracking systems measurements from the same target can arrive out of
sequence. Such" out-of-sequence" measurement (OOSM) arrivals can occur even in the …

Event based state estimation with time synchronous updates

J Sijs, M Lazar - IEEE Transactions on Automatic Control, 2012 - ieeexplore.ieee.org
To reduce the amount of data transfer in networked systems, measurements are usually
taken only when an event occurs rather than at each synchronous sample instant. However …

[图书][B] Analysis and synthesis of networked control systems

Y Xia, M Fu, GP Liu - 2011 - books.google.com
Analysis and Synthesis of Networked Control Systems focuses on essential aspects of this
field, including quantization over networks, data fusion over networks, predictive control over …

Optimal update with out-of-sequence measurements

K Zhang, XR Li, Y Zhu - IEEE Transactions on Signal …, 2005 - ieeexplore.ieee.org
This paper is concerned with optimal filtering in a distributed multiple sensor system with the
so-called out-of-sequence measurements (OOSM). Based on best linear unbiased …

[图书][B] Analysis and synthesis of dynamical systems with time-delays

Y Xia, M Fu, P Shi - 2009 - books.google.com
Time-delay occurs in many dynamical systems such as biological systems, chemical
systems, metallurgical processing systems, nuclear reactor, long transmission lines in …

A Bayesian solution and its approximations to out-of-sequence measurement problems

S Challa, RJ Evans, X Wang - Information Fusion, 2003 - Elsevier
Target tracking using delayed, out-of-sequence measurements is a problem of growing
importance due to an increased reliance on networked sensors interconnected via complex …

Networked data fusion with packet losses and variable delays

Y Xia, J Shang, J Chen, GP Liu - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
A novel networked multisensor data-fusion method is developed in this paper. A federated
filter is employed to fuse the data transmitted over the network, which plays an important role …