AEROSPACE SHANGHAI, Volume. 42, Issue 1, 180(2025)

Autonomous Cluster Time Calibration Algorithm for Aircrafts

Longfei WANG*, Ranhui YUAN, Bangguo WEI, and Xuerong YANG
Author Affiliations
  • School of Aeronautics and Astronautics,Sun Yat-sen University,Shenzhen518106,,China
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    Figures & Tables(4)
    Diagram of cluster time synchronization
    Distribution of the aircrafts
    Simulation results
    • Table 1. Time registration algorithm based on two-step weighted fusion

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      Table 1. Time registration algorithm based on two-step weighted fusion

      输入:节点i中本地估计序列X̂i(tn)、接收其他节点发送的本地估计X̂j(tj)

      输出:当前时刻目标的局部状态估计X̂F(t)

      1) 在本地估计序列X̂i(tn)中搜索采样时刻最接近的本地估计X̂(ti)

      2) 利用卡尔曼预测将X̂j(tj)配准至ti时刻,得到估计值X̂j(ti)和协方差P̂j(ti)

      Δt=ti-tj

      X̂j(ti)=Φ(Δt)X̂j(tj)

      P̂j(ti)=Φ(Δt)P̂j(tj)Φ(Δt)T+Q

      3) 一步加权融合ti时刻的局部状态估值X̂(ti)X̂j(ti)

      P-1(ti)=Pj-1(ti)+Pji-1(ti)

      X̂(ti)=P(ti)[Pi-1(ti)X̂i(ti)+Pj-1(ti)X̂j(ti)]

      4) 将一步融合结果配准至配准时刻t,获得预测的状态估值X̂(t)和协方差P̂(t)

      Δt=t-ti

      X̂(t)=Φ(Δt)X̂(ti)

      P̂(t)=Φ(Δt)P̂(ti)Φ(Δt)T+Q

      5) 两步加权融合t时刻的局部状态估值X̂(t)和本地传感器新的局部估计值X̂j(t)

      PF-1(t)=wP-1(t)+(1-w)Pj-1(t)

      X̂F(t)=PF(t)[(1-w)Pj-1(t)X̂j(t)+wP-1(t)X̂(t)]

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    Longfei WANG, Ranhui YUAN, Bangguo WEI, Xuerong YANG. Autonomous Cluster Time Calibration Algorithm for Aircrafts[J]. AEROSPACE SHANGHAI, 2025, 42(1): 180

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    Paper Information

    Category: Speciality Discussion

    Received: Dec. 10, 2024

    Accepted: --

    Published Online: May. 13, 2025

    The Author Email:

    DOI:10.19328/j.cnki.2096-8655.2025.01.019

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