Passive Localization of 3D Near-Field Cyclostationary Sources Using Parallel Factor Analysis
Joint Authors
Liu, Guohong
Sun, Xiaoying
Chen, Jian
Source
International Journal of Antennas and Propagation
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-16
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
By exploiting favorable characteristics of a uniform cross-array, a passive localization algorithm of narrowband cyclostationary sources in the spherical coordinates (azimuth, elevation, and range) is proposed.
Firstly, we construct a parallel factor (PARAFAC) analysis model by computing the third-order cyclic moment matrices of the properly chosen sensor outputs.
Then, we analyze the uniqueness of the constructed model and obtain three-dimensional (3D) near-field parameters via trilinear alternating least squares regression (TALS).
The investigated algorithm is well suitable for the localization of the near-field cyclostationary sources.
In addition, it avoids the multidimensional search and pairing parameters.
Results of computer simulations are carried out to confirm the satisfactory performance of the proposed method.
American Psychological Association (APA)
Chen, Jian& Liu, Guohong& Sun, Xiaoying. 2013. Passive Localization of 3D Near-Field Cyclostationary Sources Using Parallel Factor Analysis. International Journal of Antennas and Propagation،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-488819
Modern Language Association (MLA)
Chen, Jian…[et al.]. Passive Localization of 3D Near-Field Cyclostationary Sources Using Parallel Factor Analysis. International Journal of Antennas and Propagation No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-488819
American Medical Association (AMA)
Chen, Jian& Liu, Guohong& Sun, Xiaoying. Passive Localization of 3D Near-Field Cyclostationary Sources Using Parallel Factor Analysis. International Journal of Antennas and Propagation. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-488819
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-488819