Bounaceur Hamza, Khenchaf Ali, Le Caillec Jean-Marc
Lab-STICC UMR CNRS 6285, ENSTA Bretagne, 2 Rue François Verny, 29806 Brest, France.
Lab-STICC UMR CNRS 6285, IMT Atlantique, 655 Avenue du Technopôle, 29280 Plouzané, France.
Sensors (Basel). 2022 Apr 24;22(9):3263. doi: 10.3390/s22093263.
Along with the rapid development of marine radar, and particularly those carried on aircraft, the detection of small-sized targets which pose an increasing threat has become one of the main areas of interest. However, by considering an observation chain from an aircraft (such as a drone) in a maritime environment, with the aim of detecting and tracking of low signal-to-clutter ratio (SCR) targets, one of the important points would be the analysis of the radar system performance according to the radar input parameters, the atmospheric propagation medium, the various sea clutter characterization, and the type of targets (RCS, speed, etc.) in this environment. Therefore, it is necessary to obtain the overall path loss including the anomalous atmospheric environment, gas attenuation, clouds attenuation, rainfall attenuation, and beam scanning loss. To consider atmospheric attenuations, ITU-R models are used. On another side, because of spikes and dynamic variation properties, sea clutter is generally described by the statistical distribution with long tail and by its wider Doppler spectrum. Conventional algorithms such as those based on statistical models, MTI, and MTD processing are often limited, especially for the target of low speed and low RCS. Therefore, sea clutter, including empirical and statistical models available, is considered to estimate and simulate the impact of radar input parameters, targets RCS, and sea state on detection performance. The Doppler frequency of target echo which can be exploited for coherent processing is described by assuming an adequate scenario of observation geometry.
随着海洋雷达的迅速发展,尤其是机载雷达的发展,对构成日益严重威胁的小型目标的探测已成为主要关注领域之一。然而,考虑到在海洋环境中从飞机(如无人机)进行观测的链路,旨在探测和跟踪低信杂比(SCR)目标,重要的一点是根据雷达输入参数、大气传播介质、各种海杂波特性以及该环境中的目标类型(雷达散射截面积、速度等)来分析雷达系统性能。因此,有必要获取包括异常大气环境、气体衰减、云层衰减、降雨衰减和波束扫描损耗在内的总路径损耗。为了考虑大气衰减,采用了国际电信联盟无线电通信部门(ITU-R)的模型。另一方面,由于尖峰和动态变化特性,海杂波通常用具有长尾的统计分布及其较宽的多普勒频谱来描述。基于统计模型、动目标显示(MTI)和动目标检测(MTD)处理等传统算法往往存在局限性,特别是对于低速和低雷达散射截面积的目标。因此,考虑包括现有经验模型和统计模型在内的海杂波,以估计和模拟雷达输入参数、目标雷达散射截面积和海况对探测性能的影响。通过假设适当的观测几何场景来描述可用于相干处理的目标回波的多普勒频率。