@inproceedings{2c13410e679540679af75fdd6699ab18,
title = "EM-based recursive tracking algorithm for near-field moving sources",
abstract = "In this paper, we address the problem of joint tracking of the direction of arrival (DOA) and range parameters of moving sources in the near-field of an antenna array with the Expectation-Maximization (EM) based recursive algorithm. The main characteristic of the proposed recursive EM approach is to include computation of the gradient of the log-likelihood and some form of the complete-data Fisher information matrix. The proposed recursive algorithm in this work assumes that the parameters of interest are described by a linear polynomial model. Simulation results of the suggested algorithm are also presented in order to illustrate the performance of the algorithms.",
author = "Serap {\c C}ekli and Erdin{\c c} {\c C}ekli and Nihat Kabaoǧlu and {\c C}irpan, \{Hakan A.\}",
year = "2007",
doi = "10.1109/ivs.2007.4290144",
language = "English",
isbn = "1424410681",
series = "IEEE Intelligent Vehicles Symposium, Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "381--385",
booktitle = "Proceedings of the 2007 IEEE Intelligent Vehicles Symposium, IV 2007",
address = "United States",
note = "2007 IEEE Intelligent Vehicles Symposium, IV 2007 ; Conference date: 13-06-2007 Through 15-06-2007",
}