Sensor registration using neural networks
H. Karniely, Hava T. Siegelmann · IEEE Transactions on Aerospace and Electronic Systems · 2000
One of the major problems in multiple sensor surveillance systems is inadequate sensor registration. We propose a new approach to sensor registration based on layered neural networks. The nonparametric nature of this approach enables many different kinds of sensor biases to be solved. As part of the implementation we develop some modifications to the common network training algorithm to tackle the inherent randomness in all components of the training set.