使用等效创新跟踪融合

D. Musicki, R. Evans
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引用次数: 5

摘要

研究了利用最小计算资源将航迹状态传输到融合中心的问题。局部航迹状态不更新,不传输,除非局部测量充分降低局部航迹状态的不确定性。轨道状态信息使用等效的创新进行编码。为了防止编码/解码错误(编码噪声)的累积-随机游走,与潜在的无界错误,等效创新纳入编码噪声。仿真表明,与使用无限带宽的最优中心融合相比,使用等效创新时的信息损失可以忽略不计。
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Track fusion using equivalent innovations
We investigate the problem of transmitting track state to a fusion center using minimum computational resources. Local track state is not updated and not transmitted, unless local measurements sufficiently decrease local track state uncertainty. Track state information is coded using equivalent innovations. To prevent the accumulation - random walk of coding/decoding errors (coding noise), with potentially unbounded errors, equivalent innovations incorporate the coding noise. Simulations demonstrate negligible information loss when using the equivalent innovations, compared to the optimal central fusion using unlimited bandwidth.
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