1. A nonlinear programming based universal optimization model of TDOA passive location
- Author
-
Yang Xu, Peng Xu, and Fangli Ma
- Subjects
Optimization problem ,Linear programming ,Computer science ,Signal source ,020302 automobile design & engineering ,02 engineering and technology ,Order number ,Multilateration ,Pattern search ,Nonlinear programming ,0203 mechanical engineering ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Algorithm - Abstract
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.
- Published
- 2017