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一种采用自适应测角噪声的交互多模型跟踪方法 被引量:1
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作者 杨清山 王杰 彭海 《电讯技术》 北大核心 2014年第11期1482-1487,共6页
针对转换瑞利滤波器(SRF)由于测角误差先验信息不准确而导致跟踪性能退化的问题,提出了一种基于交互式多模型转换瑞利滤波器(IMM-SRF)的目标跟踪方法。该方法采用多个不同测角噪声水平的SRF模型进行滤波,并且通过对滤波结果的自适应加... 针对转换瑞利滤波器(SRF)由于测角误差先验信息不准确而导致跟踪性能退化的问题,提出了一种基于交互式多模型转换瑞利滤波器(IMM-SRF)的目标跟踪方法。该方法采用多个不同测角噪声水平的SRF模型进行滤波,并且通过对滤波结果的自适应加权融合解决测角误差未知的问题。与SRF方法相比,该方法无需测角误差的先验信息,鲁棒性和实用性更好。仿真结果表明,IMM-SRF方法可实现对匀速运动和曲线运动目标的准确跟踪,并且收敛速度也较快,验证了所提方法的有效性。 展开更多
关键词 无源向跟踪 交互多模型 转换瑞利滤波器 测角噪声
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An Array Extension Method in a Noisy Environment 被引量:1
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作者 李博 孙超 《Journal of Marine Science and Application》 2011年第2期226-232,共7页
An array extension method in a noisy environment was proposed to improve angular resolution and array gain. The proposed method combines the FOC (fourth-order cumulants) technique with the ETAM (extended towed arra... An array extension method in a noisy environment was proposed to improve angular resolution and array gain. The proposed method combines the FOC (fourth-order cumulants) technique with the ETAM (extended towed array measurements) method to extend array aperture and suppress Gaussian noise, First, successive measurements of a virtual uniform linear array were constructed by applying lburth-order cumulants to measurements of uniform linear array; Gaussian noise in these measurements was also eliminated. Then, the array was extended by compensating phase differences using the ETAM method, Finally, the synthetic aperture was extended further by the fourth-order cumulants technique. The proposed FOC-ETAM-FOC method not only improves angular resolution and array gain, but also effectively suppresses Gaussian noise. Furthermore, it inherits the advantages of the ETAM method. Simulation results showed that the FOC-ETAM-FOC method achieved better angular resolution and array gain than the ETAM method. Furthermore this method outperforms the ETAM method in Gaussian noise environment. 展开更多
关键词 array signal processing array extension fourth-order cumulants synthetic aperture linear array
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