激光与光电子学进展, 2021, 58 (3): 0328002, 网络出版: 2021-03-12
基于环境噪声的毫米波雷达动态阈值计算 下载: 828次
Dynamic Threshold Calculation for Millimeter Wave Radar Based on Environmental Noise
遥感 毫米波雷达 直方图统计 动态阈值 峰值检测 remote sensing millimeter wave radar histogram statistics dynamic threshold peak detection
摘要
为了有效剔除无效目标,降低雷达虚警概率,提出一种基于雷达环境噪声统计和目标功率分布特性的动态阈值计算方法。运用直方图统计方法估计每个距离门的噪声水平并对其进行峰值搜索找到局部峰值点,同时根据不同距离门雷达信号衰减的强弱,动态分配阈值增益,得到自适应峰值检测阈值。然后将局部峰值点作为参考单元的信号,并将其输入到检测方法中求解检测门限。实验结果表明,所提方法能够有效识别雷达在实际复杂应用场景下的目标。
Abstract
To effectively eliminate invalid targets and reduce the probability of false alarms, a dynamic threshold calculation method based on radar ambient noise statistics and target power distribution characteristics is proposed. The histogram statistical method is used to estimate the noise level of each range gate and search the peak value to find the local peak point. Simultaneously, the adaptive peak detection threshold is obtained by dynamically allocating the threshold gain according to the attenuation of different range gate radar signals. The local peak point is then taken as the signal of the reference unit and input into the detection method to solve the detection threshold. The experimental results show that the proposed method can effectively identify radar targets in complex application scenarios.
孙宾宾, 沈涛, 贾磊, 李洪鹏, 崔晓荣, 陈雨魁. 基于环境噪声的毫米波雷达动态阈值计算[J]. 激光与光电子学进展, 2021, 58(3): 0328002. Sun Binbin, Shen Tao, Jia Lei, Li Hongpeng, Cui Xiaorong, Chen Yukui. Dynamic Threshold Calculation for Millimeter Wave Radar Based on Environmental Noise[J]. Laser & Optoelectronics Progress, 2021, 58(3): 0328002.