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CLC number: TN911.7
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2022-05-04
Cited: 0
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Citations: Bibtex RefMan EndNote GB/T7714
Three-dimensional localization of near-field and strictly noncircular sources using steering vector decomposition
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Zheng LI, Jinqing SHEN, Xiaofei ZHANG. Three-dimensional localization of near-field and strictly noncircular sources using steering vector decomposition[J]. Frontiers of Information Technology & Electronic Engineering, 2022, 23(4): 644-652.
@article{title="Three-dimensional localization of near-field and strictly noncircular sources using steering vector decomposition",
author="Zheng LI, Jinqing SHEN, Xiaofei ZHANG",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="23",
number="4",
pages="644-652",
year="2022",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.2100034"
}
%0 Journal Article
%T Three-dimensional localization of near-field and strictly noncircular sources using steering vector decomposition
%A Zheng LI
%A Jinqing SHEN
%A Xiaofei ZHANG
%J Frontiers of Information Technology & Electronic Engineering
%V 23
%N 4
%P 644-652
%@ 2095-9184
%D 2022
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.2100034
TY - JOUR
T1 - Three-dimensional localization of near-field and strictly noncircular sources using steering vector decomposition
A1 - Zheng LI
A1 - Jinqing SHEN
A1 - Xiaofei ZHANG
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 23
IS - 4
SP - 644
EP - 652
%@ 2095-9184
Y1 - 2022
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.2100034
Abstract: The three-dimensional localization problem for noncircular sources in near-field with a centro-symmetric cross array is rarely studied. In this paper, we propose an algorithm with improved estimation performance. We decompose the multiple parameters of the steering vector in a specific order so that it can be converted into the products of several matrices, and each of the matrices includes only one parameter. On this basis, each parameter to be resolved can be estimated by performing a one-dimensional spatial spectral search. Although the computational complexity of the proposed algorithm is several times that of our previous algorithm, the estimation performance, including its error and resolution, with respect to the direction of arrival, is improved, and the range estimation performance can be maintained. The superiority of the proposed algorithm is verified by simulation results.
[1]Abeida H, Delmas JP, 2006. MUSIC-like estimation of direction of arrival for noncircular sources. IEEE Trans Signal Process, 54(7):2678-2690.
[2]Challa RN, Shamsunder S, 1996. 3-D spherical localization of multiple non-Gaussian sources using cumulants. Proc 8th Workshop on Statistical Signal and Array Processing, p.101-104.
[3]Chargé P, Wang Y, Saillard J, 2001. A non-circular sources direction finding method using polynomial rooting. Signal Process, 81(8):1765-1770.
[4]Chen H, Liu W, Zhu WP, et al., 2018. Noncircularity-based localization for mixed near-field and far-field sources with unknown mutual coupling. IEEE Int Conf on Acoustics, Speech and Signal Processing, p.3236-3240.
[5]Gan L, Gu JF, Wei P, 2008. Estimation of 2-D DOA for noncircular sources using simultaneous SVD technique. IEEE Antenn Wirel Propag Lett, 7:385-388.
[6]Grosicki E, Abed-Meraim K, Hua YB, 2005. A weighted linear prediction method for near-field source localization. IEEE Trans Signal Process, 53(10):3651-3660.
[7]Haardt M, Romer F, 2004. Enhancements of unitary ESPRIT for non-circular sources. IEEE Int Conf on Acoustics, Speech, and Signal Processing, p.ii101-ii104.
[8]Hoole PR, 2001. Smart Antennas and Signal Processing: for Communications, Biomedical and Radar Systems. WIT Press, Southampton, UK.
[9]Li Z, Shen J Q, Zhai H, et al., 2021. 3-D localization for near-field and strictly noncircular sources via centro-symmetric cross array. IEEE Sens J, 21(6):8432-8440.
[10]Pesavento M, Gershman AB, Wong KM, 2001. Direction of arrival estimation in partly calibrated time-varying sensor arrays. Proc IEEE Int Conf on Acoustics, Speech, and Signal Processing, p.3005-3008.
[11]Schmidt R, 1986. Multiple emitter location and signal parameter estimation. IEEE Trans Antenn Propag, 34(3):276-280.
[12]Shu T, Li LN, He J, 2021. Near-field localization for non-circular sources in the presence of sensor phase uncertainties. IEEE Wirel Commun Lett, 10(3):562-566.
[13]Steinwandt J, Roemer F, Haardt M, et al., 2014. R-dimensional ESPRIT-type algorithms for strictly second-order non-circular sources and their performance analysis. IEEE Trans Signal Process, 62(18):4824-4838.
[14]Steinwandt J, Roemer F, Haardt M, et al., 2016. Deterministic Cramér-Rao bound for strictly non-circular sources and analytical analysis of the achievable gains. IEEE Trans Signal Process, 64(17):4417-4431.
[15]Swindlehurst AL, Kailath T, 1988. Passive direction-of-arrival and range estimation for near-field sources. Proc Annual 4th ASSP Workshop on Spectrum Estimation and Modeling, p.123-128.
[16]Van Trees HL, 2002. Optimum Array Processing, Part IV of Detection, Estimation, and Modulation Theory. Wiley, New York, NY, USA.
[17]Wu XH, Yan J, 2020. 3-D mixed far-field and near-field sources localization with cross array. IEEE Trans Veh Technol, 69(6):6833-6837.
[18]Xie J, Tao HH, Rao X, et al., 2015a. Efficient method of passive localization for near-field noncircular sources. IEEE Antenn Wirel Propag Lett, 14:1223-1226.
[19]Xie J, Tao HH, Rao X, et al., 2015b. Real-valued localisation algorithm for near-field non-circular sources. Electron Lett, 51(17):1330-1331.
[20]Zheng W, Zhang XF, Sun HP, et al., 2017. Non-circular generalised-ESPRIT algorithm for direction of arrival estimation. IET Radar Sonar Navig, 11(5):736-744.
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