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Joint direct-calculation and adaptive nonlinear optimization algorithm for UWB 3D location

机译:UWB 3D位置联合直接计算与自适应非线性优化算法

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In this paper, a 3D UWB location method, joint direct-calculation and adaptive nonlinear optimization algorithm is proposed. First, performances of direct-calculation and nonlinear optimization algorithm are analyzed. Then we introduce joint direct-calculation and nonlinear optimization algorithm, and compare this method with the methods above. At last, using adaptive iterative step size to instead fixed step size of nonlinear optimization algorithm, an improved technique called joint direct-calculation and adaptive nonlinear optimization algorithm that we proposed is introduced. Simulation results indicate that the proposed method has potential in asynchronous UWB location.
机译:本文提出了一种3D UWB定位方法,联合直接计算和自适应非线性优化算法。 首先,分析了直接计算和非线性优化算法的性能。 然后我们介绍联合直接计算和非线性优化算法,并将此方法与上述方法进行比较。 最后,使用自适应迭代步骤尺寸来代替非线性优化算法的固定步长,引入了一种称为联合直接计算和自适应非线性优化算法的改进技术。 仿真结果表明该方法具有异步UWB位置的潜力。

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