Maximum-likelihood Parameter Based on EM Algorithm for Passive Source Localization Estimation

Cheng Ji*, Ping Li, Shixing Liu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Source localization using passive sensor arrays has been an active research problem for many years. In this work, the Expectation-Maximization (EM) algorithm is investigated. EM algorithm is a well known recursive method for locating modes of a likelihood function which is characterized by simple implementation and stability. The algorithm is developed for the case of stationary Gauss signals. The application of the algorithm to the multiple source localization estimation problems is considered.

源语言英语
主期刊名Proceedings of the International Symposium on Test and Measurement
4981-4984
页数4
出版状态已出版 - 2003

出版系列

姓名Proceedings of the International Symposium on Test and Measurement
6

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