Hough transform based multisensor, multitarget, track initiation technique
Hough transform based multisensor, multitarget, track initiation technique
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DOI：
10.1117/1.601794
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发表时间：
1998-07-01
影响因子：
1.3
通讯作者：
Farooq, M
中科院分区：
文献类型：
--
作者：
Yankowich, SW;Farooq, M
霍夫变换被认为是一种有效的航迹起始技术。然而，到目前为止，大多数论文都集中在基于一个传感器、一个目标和无杂波场景的该技术的简单应用上。给出了一种将Hough变换应用于多目标、多传感器数据关联和航迹起始问题的详细方法。使用两层方法，方位和距离轨迹在不同的霍夫空间中被检测到。为了轨道检测和启动的目的，定义这些轨道的测量随后被关联。通过几种综合的仿真场景，验证了该技术的有效性。(C)1998年光学仪器工程师学会。
The Hough transform is suggested in literature as an effective technique for track initiation. However, to date, most papers have focused on simplistic applications of this technique based on one sensor, one target, and no clutter scenarios. We present a detailed methodology applying the Hough transform to the multiple target, multiple sensor data association and track initiation problem. Using a two-tiered methodology, bearing and range tracks are detected in separate Hough spaces. The measurements defining these tracks are subsequently associated for the purpose of track detection and initiation. The effectiveness of this technique is demonstrated through several comprehensive simulation scenarios. (C) 1998 Society of Photo-Optical instrumentation Engineers.