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Clutter detection and tracking for imaging target trackers

机译:成像目标跟踪器的杂波检测和跟踪

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Abstract: Loss of lock on background regions or target-like objects (clutter) is a major problem for imaging target trackers. Although gated trackers naturally resist clutter interference until the threat is within the track gate, they do not typically predict the impending perturbation. Also, classical trackers exercise a drastic response to the eventual detection of clutter within the track gate - they coast, totally ignoring current position measurements while propagating an old target rate. If the target accelerates during coast, loss of lock is very likely. We present an algorithm for detecting and tracking clutter objects in the tracked scene and modifying the loop gains in the primary target tracker. This method rejects breaklock due to clutter interference while remaining responsive to target maneuvers. !4
机译:摘要:背景区域或类似目标的物体(杂物)失去锁定是成像目标跟踪器的主要问题。尽管门控跟踪器自然会抵抗杂波干扰,直到威胁出现在跟踪门内为止,但它们通常无法预测即将到来的扰动。此外,经典的跟踪器会对最终发现的跟踪门内的杂波产生强烈的响应-它们惯性滑行,在传播旧的目标速率时完全忽略了当前位置测量值。如果目标在滑行期间加速,则很可能会失锁。我们提出了一种算法,用于检测和跟踪被跟踪场景中的杂物,并修改主要目标跟踪器中的环路增益。此方法拒绝由于杂波干扰而导致的中断锁定,同时仍然对目标机动做出响应。 !4

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