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一种基于IMM的自适应跟踪数据率算法
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作者 冯俊涛 《火控雷达技术》 2007年第2期1-5,共5页
针对交互式多模型(IMM),提出一种自适应跟踪数据率的算法。该算法利用IMM模型更新概率对各模型产生的采样间隔时间进行混合估计,产生系统的自适应采样间隔时间。在保证跟踪精度的基础上,有效地降低了跟踪采样次数。仿真结果表明了方法... 针对交互式多模型(IMM),提出一种自适应跟踪数据率的算法。该算法利用IMM模型更新概率对各模型产生的采样间隔时间进行混合估计,产生系统的自适应采样间隔时间。在保证跟踪精度的基础上,有效地降低了跟踪采样次数。仿真结果表明了方法的有效性。 展开更多
关键词 交互式多模型(IMM) 自适应跟踪数据率 模型概
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临近空间高超声速目标自适应采样跟踪算法 被引量:1
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作者 李凡 毕红葵 +1 位作者 段敏 喻晨龙 《现代防御技术》 北大核心 2016年第6期102-108,共7页
针对传统自适应采样跟踪准则只适用单一模型且采样率稳定性差的问题,提出一种基于相对机动强度(relative maneuvering strength,RMS)的自适应采样交互多模型(interacting multiple model,IMM)算法。该算法构建了机动灵敏的主导因子;将... 针对传统自适应采样跟踪准则只适用单一模型且采样率稳定性差的问题,提出一种基于相对机动强度(relative maneuvering strength,RMS)的自适应采样交互多模型(interacting multiple model,IMM)算法。该算法构建了机动灵敏的主导因子;将期望协方差与实际协方差的偏差与门限值进行比较来修正指数参数,在保证跟踪精度恒定的同时降低资源消耗;考虑到采样率稳定性因素,引入平滑因子,设计线性形式自适应采样率公式。通过仿真试验对比,结果表明3种对比算法跟踪精度相近,新算法采样点数少,采样率突变点少。以此验证了新算法在跟踪数据率和采样率稳定性方面的优越性。 展开更多
关键词 临近空间 高超声速目标 自适应采样 相对机动强度 交互多模型 跟踪数据率
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Study on multiple maneuvering targets tracking based on JPDA algorithm
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作者 宁倩慧 闫帅 +1 位作者 刘莉 郭冰陶 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第1期30-34,共5页
A tracking algorithm for multiple-maneuvering targets based on joint probabilistic data association(JPDA)is proposed to improve the accuracy for tracking algorithm of traditional multiple maneuvering targets.The int... A tracking algorithm for multiple-maneuvering targets based on joint probabilistic data association(JPDA)is proposed to improve the accuracy for tracking algorithm of traditional multiple maneuvering targets.The interconnection probability of the two targets is calculated,the weighted value is processed and the target tracks are obtained.The simulation results show that JPDA algorithm achieves higher tracking accuracy and provides a basis for more targets tracking. 展开更多
关键词 path tracking joint probabilistic data association(JPDA) internet probability tracking accuracy
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New high-accuracy spacecraft VLBI tracking using high data-rate signal:A demonstration with Chang'E-3 被引量:2
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作者 ZHOU Huan XU DeZhen +2 位作者 CHEN ShaoWu LI HaiTao DONG GuangLiang 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第4期558-564,共7页
As the scientific data volume in deep-space exploration rapidly grows,spacecraft heavily relies on high data-rate signals that span several megahertz to transmit data back to Earth.Employing high data-rate signals for... As the scientific data volume in deep-space exploration rapidly grows,spacecraft heavily relies on high data-rate signals that span several megahertz to transmit data back to Earth.Employing high data-rate signals for high-accuracy radiometric interferometry can simultaneously deal with data transmission and spacecraft navigation.We demonstrate very long baseline interferometry(VLBI)tracking of the Chang’E-3 lander and rover to determine their relative lunar-surface position using downlink high data-rate signals.A new method based on the VLBI phase-referencing technique is proposed to obtain the differential phase delay,which is much more accurate than the differential group delay acquired by conventional VLBI approaches.The systemic errors among different signal channels have been well calibrated using the new method.The data from the Chang’E-3mission were then processed,and meter-level accuracy positions of the rover with respect to the lander have been obtained.This demonstration shows the feasibility of high-accuracy radiometric interferometry using high data-rate signals.The method proposed in this paper can also be applied to future deep-space navigation. 展开更多
关键词 spacecraft VLBI tracking high data-rate signal differential phase delay Chang'E-3 deep-space navigation
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