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Research on 3D Positioning of Handheld Terminal Based on Particle Swarm Optimization

机译:基于粒子群优化的手持终端3D定位研究

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This paper mainly studies the problem of handheld terminals by using the base station for 3D positioning. Firstly, analyzing the positive correlation between the measured distance and the actual distance from the base station to the handheld terminal by using the algorithm of particle swarm optimization. Then using the least square method to solve the position coordinates of the terminal and determining the terminal position that at least 5 base stations are needed to complete the precise positioning. Afterwards, the motion trajectory of the handheld terminal is obtained by the method of the nonlinear optimization. And the number of base stations that can most effectively locate the terminal is deduced. Finally, the positive correlation function between the degree of connection, the number of base stations and the communication radius is analyzed.
机译:本文主要通过使用基站进行3D定位来研究手持终端的问题。 首先,通过使用粒子群优化算法,分析测量距离与从基站到手持终端的实际距离的正相关。 然后,使用最小二乘法来求解终端的位置坐标并确定需要至少5个基站来完成精确定位的端子位置。 之后,通过非线性优化的方法获得手持终端的运动轨迹。 推导出最有效地定位终端的基站的数量。 最后,分析了连接程度,基站数和通信半径之间的正相关函数。

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