海军航空工程学院电子工程系,山东,烟台,264001
纸质出版:2005
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曲长文, 黄勇, 苏峰, 等. 基于随机Hough变换的匀加速运动目标 检测算法及性能分析[J]. 电子学报, 2005,33(9):1603-1606.
QU Chang-wen, HUANG Yong, SU Feng, et al. An Algorithm and Its Performance Analysis for Detecting the Target with Constant Acceleration Using Randomized Hough Transform[J]. Acta Electronica Sinica, 2005, 33(9): 1603-1606.
曲长文, 黄勇, 苏峰, 等. 基于随机Hough变换的匀加速运动目标 检测算法及性能分析[J]. 电子学报, 2005,33(9):1603-1606. DOI:
QU Chang-wen, HUANG Yong, SU Feng, et al. An Algorithm and Its Performance Analysis for Detecting the Target with Constant Acceleration Using Randomized Hough Transform[J]. Acta Electronica Sinica, 2005, 33(9): 1603-1606. DOI:
该文针对K分布海杂波加热噪声背景环境下作匀加速抛物线运动的低可观测目标的检测问题
提出了一种新的基于随机Hough变换的快速检测算法.该算法利用随机采样的3点数据和一维角度搜索来提取开口方向任意的抛物线轨迹
并利用所采样的3个雷达数据点携带的时间信息进一步减少了无效采样
大大加快了算法的运算速度.文中针对该算法的检测性能分析提出了一种理论分析方法.性能分析的结果既表明了检测概率、虚警概率、门限以及采样次数之间的关系
还表明当采样次数趋向无穷大时
随机Hough变换的检测性能趋向于 Hough变换的检测性能.
A fast algorithm based on the randomized Hough transform is presented in order to detect such dim target with parabolic track under the background of K-distributed sea clutter and thermal noise.This algorithm uses three randomly picked points and one searched discrete angle to extract parabola with arbitrary orientation
and employs the time information carried by the three data points to reduce useless samplings further
which speeds up the algorithm remarkably.A theoretic analysis is presented to analyze the detection performance of the algorithm.The results of performance analysis show the relations among the probability of detection
the probability of false alarm
the thresholds and the number of sampling.Simultaneously
the results also show that the detection performance of Hough transform will become the detection performance limit of randomized Hough transform
when the number of sampling increases to infinity gradually.
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