一种快速的X射线脉冲星导航时延估计算法
Fast Time Delay Estimation Method for X-ray Pulsar Navigation
X射线脉冲星导航技术利用接受到的X射线光子为航天器提供实时航天信息,脉冲累积轮廓的时延估计精度是导航精度的决定因素之一。为了减少X射线脉冲星累积脉冲轮廓时延估计的计算量,本文基于Taylor FFT算法提出了一种快速的时延估计方法。针对经典Taylor FFT算法中计算量大的问题,该方法通过减少参与计算的频段以减少计算量,先利用小波对脉冲轮廓进行分解,得到信噪比较高的低频成分,再利用Taylor FFT算法对脉冲轮廓的低频成分进行时延估计。理论分析与实验结果表明,改进的Taylor FFT时延估计算法可以忽略含噪声较多的高频成分,只利用低频成分能在略微提高估计精度的情况下大大的减少计算量。
X-ray pulsar navigation technology provides real-time space information for spacecraft by received X-ray photons. The accuracy of time delay estimation of pulse accumulation profile is one of the determinants of navigation accuracy. In order to reduce the computational complexity of the time delay estimation of the integrated pulse profile of X-ray pulsars, a fast time delay estimation method based on Taylor FFT algorithm is proposed in this paper. In order to reduce the computational complexity of the classical Taylor FFT algorithm, this method reduces the computational complexity by reducing the frequency band involved in the calculation. First, the pulse profile is decomposed by wavelet to obtain the low-frequency components with high signal-to-noise ratio, and then the Taylor FFT algorithm is used to estimate the delay of the low-frequency components of the pulse contour. The theoretical analysis and experimental results show that the improved Taylor FFT time delay estimation algorithm can neglect the high-frequency components with more noise, and only use the low-frequency components can greatly reduce the computational complexity while slightly improving the estimation accuracy.
康志伟、吴杨坤
无线电导航航空航天技术电子技术应用
信息处理技术X射线脉冲星时延估计双谱小波
Information process technologyX-ray pulsarTime delay estimationBispectrumWavelet
康志伟,吴杨坤.一种快速的X射线脉冲星导航时延估计算法[EB/OL].(2019-04-26)[2025-08-19].http://www.paper.edu.cn/releasepaper/content/201904-300.点此复制
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