Cognitive Fusion for Target Tracking
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Cognitive Fusion for Target Tracking

SKU: 9783031015281

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Additional information

Full Title

Cognitive Fusion for Target Tracking
Author(s)

Ioannis Kyriakides
Edition
ISBN

9783031015281, 9783031004001, 9783031000164
Publisher

Springer
Format

PDF and EPUB

Description

The adaptive configuration of nodes in a sensor network has the potential to improve sequential estimation performance by intelligently allocating limited sensor network resources. In addition, the use of heterogeneous sensing nodes provides a diversity of information that also enhances estimation performance. This work reviews cognitive systems and presents a cognitive fusion framework for sequential state estimation using adaptive configuration of heterogeneous sensing nodes and heterogeneous data fusion. This work also provides an application of cognitive fusion to the sequential estimation problem of target tracking using foveal and radar sensors.

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