<p>Two-dimensional bearing-only filtering (BOF) arises in many real-world tracking problems including underwater tracking using a passive sonar aircraft surveillance using a passive radar navigation of a robot using a passive sonar and undersea exploration of natural resources using sonar. BOF using a single sensor is also a challenging nonlinear filtering problem due to poor observability and the nonlinear measurement model. This filtering problem and associated tracking problem have been studied extensively.</p><p>Three-dimensional angle-only filtering (AOF) is a two-dimensional counterpart of BOF . Real-world AOF problems include passive ranging using an infrared search and track (IRST) sensor passive sonar passive radar in the presence of jamming ballistic missile and satellite tacking using a telescope satellite to satellite passive tracking and missile guidance using bearing-only seekers. The number of publications in the AOF and angle-only tracking in 3D is rather limited compared with the corresponding problems in 2D.</p><p>&nbsp;</p>
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