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Vertical Protection Level Optimization Method for BDS/GPS Navigation System

机译:BDS / GPS导航系统的垂直保护级优化方法

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With the development of the dual-frequency and multi-constellation global navigation satellite system (GNSS). the advanced receiver autonomy integrity monitoring (ARAIM) is proposed for providing global precision approach vertical guidance services. Based on particle swarm optimization (PSO) algorithm, the integrity risk allocation method is proposed. This method uses different allocation strategies for different particles in the algorithm, and selects the weighted sum of the vertical protection levels corresponding to different fault subsets as the fitness function. Each particle updates its own position and speed based on the principle of PSO algorithm. The algorithm is verified through real raw data of BDS/GPS navigation system and compared with the traditional method. The results show that based on the PSO algorithm, the vertical protection level is optimized and the ARAIM availability is improved.
机译:随着双频和多星座全球导航卫星系统(GNSS)的开发。 提出了高级接收方自主完整性监测(Asaim),以提供全球精密方法垂直指导服务。 基于粒子群优化(PSO)算法,提出了完整性风险分配方法。 该方法在算法中使用不同粒子的不同分配策略,并选择与适合度函数相对应的垂直保护电平的加权和。 每个粒子根据PSO算法的原理更新其自己的位置和速度。 通过BDS / GPS导航系统的实际原始数据进行验证算法,与传统方法相比。 结果表明,基于PSO算法,优化了垂直保护级别,提高了Araim可用性。

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