Cognitive Fusion for Target Tracking
暫譯: 目標追蹤的認知融合
Kyriakides, Ioannis, Spanias, Andreas
- 出版商: Morgan & Claypool
- 出版日期: 2019-09-12
- 售價: $2,070
- 貴賓價: 9.5 折 $1,967
- 語言: 英文
- 頁數: 65
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1681736675
- ISBN-13: 9781681736679
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商品描述
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.
商品描述(中文翻譯)
感測器網路中節點的自適應配置有潛力透過智能分配有限的感測器網路資源來改善序列估計性能。此外，使用異質感測節點提供了多樣化的信息，這也增強了估計性能。本研究回顧了認知系統，並提出了一個認知融合框架，用於利用異質感測節點的自適應配置和異質數據融合進行序列狀態估計。本研究還提供了將認知融合應用於使用中央視覺和雷達感測器的目標追蹤序列估計問題的案例。
