{"title":"基于非线性规划的TDOA无源定位通用优化模型","authors":"Fangli Ma, Yang Xu, Peng Xu","doi":"10.1109/ISKE.2017.8258784","DOIUrl":null,"url":null,"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.","PeriodicalId":208009,"journal":{"name":"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A nonlinear programming based universal optimization model of TDOA passive location\",\"authors\":\"Fangli Ma, Yang Xu, Peng Xu\",\"doi\":\"10.1109/ISKE.2017.8258784\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":208009,\"journal\":{\"name\":\"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISKE.2017.8258784\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISKE.2017.8258784","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.