Fast BSC-based algorithm for near-field signal localization via uniform circular array

doi:10.23919/JSEE.2022.000028

Journal of Systems Engineering and Electronics ›› 2022, Vol. 33 ›› Issue (2): 269-278.doi: 10.23919/JSEE.2022.000028

收稿日期:2020-06-24 接受日期:2022-02-22 出版日期:2022-05-06 发布日期:2022-05-06

Fast BSC-based algorithm for near-field signal localization via uniform circular array

Xiaolong SU¹(), Zhen LIU^1,*(), Bin SUN²(), Yang WANG²(), Xin CHEN¹(), Xiang LI¹()

¹ College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China
² Beijing Institute of Tracking and Telecommunication Technology, Beijing 100094, China

Received:2020-06-24 Accepted:2022-02-22 Online:2022-05-06 Published:2022-05-06
Contact: Zhen LIU E-mail:suxiaolong_nudt@163.com;zhen_liu@nudt.edu.cn;sunbin_nudt@163.com;wyang1004@163.com;chenxin10@nudt.edu.cn;lixiang01@vip.sina.com
About author:|SU Xiaolong was born in 1994. He received his B.S. degree from Central South University, Changsha, China, in 2016 and M.S. degree from the National University of Defense Technology (NUDT), Changsha, China, in 2018. He is currently pursuing his Ph.D. degree with the College of Electronic Science and Technology, NUDT. His research interests include array signal processing and deep learning. E-mail: suxiaolong_nudt@163.com||LIU Zhen was born in 1983. He received his B.S. degree from Zhejiang University, Hangzhou, China, in 2006, and Ph.D. degree from the National University of Defense Technology (NUDT), Changsha, China, in 2013. He is currently a professor with the College of Electronic Science and Technology, NUDT. His research interests include radar target recognition and countermeasures, array signal processing, and machine learning. E-mail: zhen_liu@nudt.edu.cn||SUN Bin was born in 1984. He received his B.S. degree in electrical information engineering from Zhejiang University, Hangzhou, in 2007, and Ph.D. degree in information and communication engineering from the National University of Defense Technology, Changsha, in 2014. He is an assistant professor of radar system engineering at Beijing Institute of Tracking and Telecommution Technology. His research interests include MIMO radar, radar resignal management, and statistical signal processing. E-mail: sunbin_nudt@163.com||WANG Yang was born in 1980. She received her B.S. degree in electrical information engineering from Northwestern Polytechnical University, Xi’an, in 2003, and M.S. degree in information and communication engineering from Beijing Institute of Tracking and Telecommution Technology, Beijing, in 2006. She is an assistant professor of radar system engineering at Beijing Institute of Tracking and Telecommution Technology. Her research interests include design of phased array radar system, and radar signal processing. E-mail: wyang1004@163.com||CHEN Xin was born in 1992. He received his B.S. and M.S. degrees from the National University of Defense Technology, Changsha, China, in 2010 and 2014, respectively. He is currently pursuing his Ph.D. degree with the College of Electronic Science and Technology. His research interests include radar signal processing and array signal processing. E-mail: chenxin10@nudt.edu.cn||LI Xiang was born in 1967. He received his B.S. degree from Xidian University, Xi’an, China, in 1989 and Ph.D. degree from the National University of Defense Technology (NUDT), Changsha, China, in 1998. He is a professor with the College of Electronic Science and Technology, NUDT. His research interests include signal processing, automation target recognition, and deep learning. E-mail: lixiang01@vip.sina.com
Supported by:
This work was supported by the National Natural Science Foundation of China (61921001; 62022091) and the Natural Science Foundation of Hunan Province (2017JJ3368).

摘要/Abstract

Abstract:

In this paper, we propose a beam space coversion (BSC)-based approach to achieve a single near-field signal localization under uniform circular array (UCA). By employing the centro-symmetric geometry of UCA, we apply BSC to extract the two-dimensional (2-D) angles of near-field signal in the Vandermonde form, which allows for azimuth and elevation angle estimation by utilizing the improved estimation of signal parameters via rotational invariance techniques (ESPRIT) algorithm. By substituting the calculated 2-D angles into the direction vector of near-field signal, the range parameter can be consequently obtained by the 1-D multiple signal classification (MUSIC) method. Simulations demonstrate that the proposed algorithm can achieve a single near-field signal localization, which can provide satisfactory performance and reduce computational complexity.

Key words: near-field signal, uniform circular array (UCA), beam space conversion (BSC), improved estimation of signal parameters via rotational invariance techniques (ESPRIT), 1-D multiple signal classification (MUSIC), parameter estimation

. [J]. Journal of Systems Engineering and Electronics, 2022, 33(2): 269-278.

Xiaolong SU, Zhen LIU, Bin SUN, Yang WANG, Xin CHEN, Xiang LI. Fast BSC-based algorithm for near-field signal localization via uniform circular array[J]. Journal of Systems Engineering and Electronics, 2022, 33(2): 269-278.

图/表 7

参考文献 40

1	SHAN T J, WAX M, KAILATH T On spatial smoothing for direction-of-arrival estimation coherent signal. IEEE Trans. on Acoustics, Speech, and Signal Processing, 1985, 37 (1): 8- 15.
2	QI D, TANG M, LIU C C, et al Two-dimensional DOA estimation method for mixed signals under Gaussian color noise. Systems Engineering and Electronics, 2019, 41 (10): 2198- 2204.
3	SU T, GAO Y TDOA estimation of dual-satellites interference localization based on blind separation. Journal of Systems Engineering and Electronics, 2019, 30 (4): 696- 702. doi: 10.21629/JSEE.2019.04.07
4	BEKKERMAN I, TABRIKIAN J Target detection and localization using MIMO radars and sonars. IEEE Trans. on Signal Processing, 2006, 54 (10): 3873- 3883. doi: 10.1109/TSP.2006.879267
5	SEN L, BING L, BIN L, et al Sparse reconstruction based robust near-field signal localization algorithm. Sensors, 2018, 18 (4): 1066. doi: 10.3390/s18041066
6	LIU J C, CHENG Y T, HUNG H S Joint bearing and range estimation of multiple objects from time-frequency analysis. Sensors, 2018, 18 (1): 291. doi: 10.3390/s18010291
7	XU J W, WANG B, HU F Y Near-field signals localization in partly calibrated sensor arrays with unknown gains and phases. IEEE Wireless Communications Letters, 2019, 8 (1): 89- 92. doi: 10.1109/LWC.2018.2859417
8	ZHANG X F, CHEN W Y, ZHENG W, et al Localization of near-field signals: a reduced-dimension MUSIC algorithm. IEEE Wireless Communications Letters, 2018, 22 (7): 1422- 1425. doi: 10.1109/LCOMM.2018.2837049
9	ABRAMOVICH Y I, JOHNSON B A Detection-estimation of very close emitters: performance breakdown ambiguity and general statistical analysis of maximum-likelihood estimation. IEEE Trans. on Signal Processing, 2010, 58 (7): 3647- 3660. doi: 10.1109/TSP.2010.2047334
10	NOH H, LEE C A covariance approximation method for near-field coherent signals localization using uniform linear array. IEEE Journal of Oceanic Engineering, 2015, 40 (1): 187- 195. doi: 10.1109/JOE.2013.2249872
11	VALLET P, MESTRE X, LOUBATON P Performance analysis of an improved MUSIC DoA estimator. IEEE Trans. on Signal Processing, 2015, 63 (23): 6407- 6422. doi: 10.1109/TSP.2015.2465302
12	SHAGHAGHI M, VOROBYOV S A Subspace leakage analysis and improved DOA estimation with small sample size. IEEE Trans. on Signal Processing, 2015, 63 (23): 3251- 3265.
13	ZUO W L, XIN J M, ZHENG N N New subspace-based method for localization of multiple near-field signals and statistical analysis. Proc. of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018, 247- 251.
14	MATHEWS C P, ZOLTOWSKI M D Eigenstructure techniques for 2-D angle estimation with uniform circular arrays. IEEE Trans. on Signal Processing, 1994, 42 (9): 2395- 2407. doi: 10.1109/78.317861
15	ROY R, KAILATH T ESPRIT-estimation of signal parameters via rotational invariance techniques. IEEE Trans. on Acoustics, Speech, and Signal Processing, 1989, 37 (7): 984- 995. doi: 10.1109/29.32276
16	PORAT B, FRIEDLANDER B Direction finding algorithms based on high-order statistics. Proc. of the International Conference on Acoustics, Speech, and Signal Processing, 1990, 2675- 2678.
17	GORODNITSKY I F, RAO B D Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm. IEEE Trans. on Signal Processing, 1997, 45 (3): 600- 616. doi: 10.1109/78.558475
18	MALIOUTOV D, CETIN M, WILLSKY A S A sparse signal reconstruction perspective for signal localization with sensor arrays. IEEE Trans. on Signal Processing, 2005, 53 (8): 3010- 3022. doi: 10.1109/TSP.2005.850882
19	HUANG Y D, BARKET M Near-field multiple signal localization by passive sensor array. IEEE Trans. on Antennas and Propagation, 1991, 39 (7): 968- 975. doi: 10.1109/8.86917
20	WU Y T, SO H C, HOU C H, et al Passive localization of near-field signals with a polarization sensitive array. IEEE Trans. on Antennas and Propagation, 2007, 55 (8): 2402- 2408. doi: 10.1109/TAP.2007.901912
21	KUMAR L, HEGDE R M. Near-field acoustic signal localization and beamforming in spherical harmonics domain. IEEE Trans. on Signal Processing, 2016, 64(13): 3351–3361.
22	SINGH P R, WANG Y D, CHARGE P Performance enhancement of approximated model based near-field signals localisation techniques. IET Signal Processing, 2017, 11 (7): 825- 829. doi: 10.1049/iet-spr.2017.0006
23	CHEN J C, HUDSON R E, YAO K Maximum-likelihood signal localization and unknown sensor location estimation for wideband signals in the near-field. IEEE Trans. on Signal Processing, 2002, 50 (8): 1843- 1854. doi: 10.1109/TSP.2002.800420
24	SINGH R P, WANG Y D, CHARGE P A correction method for the near-field approximated model based localization techniques. Digital Signal Processing, 2017, 67, 76- 80. doi: 10.1016/j.dsp.2017.05.001
25	ZHI W, CHIA M Y W Near-field signal localization via symmetric subarrays. IEEE Signal Processing Letters, 2007, 14 (4): 409- 412.
26	YUEN N, FRIEDIANDER B Performance analysis of higher order ESPRIT for localization of near-field signals. IEEE Trans. on Signal Processing, 1998, 46 (3): 709- 719. doi: 10.1109/78.661337
27	GAO F, GERSHMAN A B A generalized ESPRIT approach to direction-of-arrival estimation. IEEE Signal Processing Letters, 2005, 12 (3): 254- 257. doi: 10.1109/LSP.2004.842276
28	ZUO W L, XIN J M, LIU W Y, et al Localization of near-field signals based on linear prediction and oblique projection operator. IEEE Trans. on Signal Processing, 2019, 67 (2): 415- 430. doi: 10.1109/TSP.2018.2883034
29	WU Y T, WANG H, HUANG L T, et al Fast algorithm for three dimensional single near-field signal localization with uniform circular array. Proc. of the IEEE CIE International Conference on Radar, 2011, 350- 352.
30	ZUO W L, XIN J M, ZHENG N N, et al Subspace-based localization of near-field signals in unknown nonuniform noise. Proc. of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018, 247- 251.
31	CHEN X, LIU Z, WEI X Z Fast FRFT-based algorithm for 3D LFM signal localization with uniform circular array. IEEE Access, 2018, 6, 2130- 2135. doi: 10.1109/ACCESS.2017.2781798
32	LEE J H, PARK D H, PARK G T, et al. Algebraic path-following algorithm for localising 3-D near-field signals in uniform circular array. Electronics Letters, 2003, 37(17): 1283-1285.
33	WU Y T, WANG H, ZHANG Y B, et al Multiple near-field signal localisation with uniform circular array. Electronics Letters, 2013, 49 (24): 1509- 1510. doi: 10.1049/el.2013.2012
34	BAE E H, LEE K K Closed-form 3-D localization for single signal in uniform circular array with a center sensor. IEICE Trans. on Communications, 2009, E-92B (3): 1053- 1056.
35	JUNG T J, LEE K K Closed-form algorithm for 3-D single-signal localization with uniform circular array. IEEE Antennas and Wireless Propagation Letters, 2014, 13, 1096- 1099. doi: 10.1109/LAWP.2014.2327992
36	WU Y T, SO H C Simple and accurate two-dimensional angle estimation for a single signal with uniform circular array. IEEE Antennas and Wireless Propagation Letters, 2008, 7, 78- 80. doi: 10.1109/LAWP.2008.916687
37	CHEN X, LIU Z, WEI X Z Unambiguous parameter estimation of multiple near-field signals via rotating uniform circular array. IEEE Antennas and Wireless Propagation Letters, 2017, 16, 872- 875. doi: 10.1109/LAWP.2016.2613084
38	ZUO L, PAN J, MA B Y Analytic and unambiguous phase-based algorithm for 3-D localization of a single signal with uniform circular array. Sensors, 2018, 18 (2): 484. doi: 10.3390/s18020484
39	SU X L, LIU Z, CHEN X, et al. Closed-form algorithm for 3D near-field OFDM signal localization under uniform circular array. Sensors, 2018, 18(2): 226.
40	FRIEDIANDER B. Localization of signals in the near-field of an antenna array. IEEE Trans. on Signal Processing, 2019, 67(15): 3885–3893.

Fast BSC-based algorithm for near-field signal localization via uniform circular array

RichHTML

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

图/表 7

参考文献 40

相关文章 0

编辑推荐

Metrics

本文评价