基于非线性规划的TDOA无源定位通用优化模型

Fangli Ma, Yang Xu, Peng Xu
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引用次数: 3

摘要

到达时间差(TDOA)被动定位是一种信号源定位方法。求解方法有制图法和计算法两种。计算方法分为解析计算法和数值计算法。作为一种解析计算方法,本文提出了基于通用无约束非线性规划的TDOA无源定位优化模型,并对其求解算法进行了讨论。数值计算结果表明,模式搜索方法可以解决只有少量不收敛点的TDOA定位优化问题,简单网格方法是TDOA优化问题的通解。并且得到了定位误差与目标函数阶数无关的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A nonlinear programming based universal optimization model of TDOA passive location
Time difference of arrival (TDOA) passive localization is a kind of signal source localization method. There are two types of solution methods, the drawing methods and the calculating methods. The calculating methods are divided into analytic-calculating methods and numerical-calculating methods. As a kind of analytic calculation method, the universal unconstrained nonlinear programming based optimization model of TDOA passive localization was proposed in this paper, its solving algorithms were also discussed. The numeric results shows that the Pattern Search Method has been proved to be able to solve the optimization problems of TDOA localization with only small part of non-convergent points and the Simple-Grid method was the general solution of TDOA optimization problems. Also the localization errors were independent of the order number of the objective function had been obtained.
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