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Cognitive Fusion for Target Tracking / by Ioannis Kyriakides.
- Format:
- Book
- Author/Creator:
- Kyriakides, Ioannis., Author.
- Series:
- Synthesis Lectures on Algorithms and Software in Engineering, 1938-1735
- Language:
- English
- Subjects (All):
- Signal processing.
- Signal, Speech and Image Processing .
- Local Subjects:
- Signal, Speech and Image Processing .
- Physical Description:
- 1 online resource (VIII, 57 p.)
- Edition:
- 1st ed. 2019.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2019.
- Summary:
- 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.
- Contents:
- Introduction
- Cognitive Fusion
- Cognitive Fusion for Target Tracking with Foveal and Radar Nodes
- Conclusions
- Bibliography
- Author's Biography.
- ISBN:
- 9783031015281
- 3031015282
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