Systems Engineering and Electronics ›› 2022, Vol. 44 ›› Issue (4): 1069-1077.doi: 10.12305/j.issn.1001-506X.2022.04.01
• Electronic Technology • Next Articles
Juan WEI1,*, Shian YAN1, Fangli NING2
Received:
2021-03-10
Online:
2022-04-01
Published:
2022-04-01
Contact:
Juan WEI
CLC Number:
Juan WEI, Shian YAN, Fangli NING. DOA estimation method for coherent signals based on coprime array virtual array spatial smoothing[J]. Systems Engineering and Electronics, 2022, 44(4): 1069-1077.
1 | FAKIH A H, SHASHIDHAR S M, KARANDIKAR R G. Comparative analysis of different DOA estimation techniques[C]//Proc. of the International Conference on Smart City and Emerging Technology, 2018. |
2 | HU B, LI X J, CHONG P H J. Denoised modified incoherent signal subspace method for DOA of coherent signals[C]//Proc. of the IEEE Asia-Pacific Conference on Antennas and Propagation, 2018: 539-540. |
3 | BAI J, SHEN X H, WANG H Y, et al. Improved toeplitz algorithms to coherent sources DOA estimation[C]//Proc. of the International Conference on Measuring Technology and Mechatronics Automation, 2010: 442-445. |
4 |
LIU J Y , LU Y L , ZHANG Y M , et al. DOA estimation with enhanced DOFs by exploiting cyclostationarity[J]. IEEE Trans.on Signal Processing, 2017, 65 (6): 1486- 1496.
doi: 10.1109/TSP.2016.2645542 |
5 |
VAIDYANATHAN P P , PAL P . Sparse sensing with co-prime samplers and arrays[J]. IEEE Trans.on Signal Processing, 2011, 59 (2): 573- 586.
doi: 10.1109/TSP.2010.2089682 |
6 | LI J F, SHEN M W, JIANG D F. Fast direction of arrival estimation using a sensor-saving coprime array with enlarged inter-element spacing[C]//Proc. of the IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, 2018: 179-183. |
7 | LI J F, WANG F, JIANG D F. Direction of arrival estimation using sum co-array of coprime arrays[C]//Proc. of the International Applied Computational Electromagnetics Society Sympo-sium, 2017. |
8 | RAJAMAKI R , KOIVUNEN V . Sparse symmetric linear arrays with low redundancy and a contiguous sum co-array[J]. IEEE Trans.on Signal Processing, 2021, 69 (7): 1697- 1712. |
9 | JIANG G J , MAO X P , LIU Y T . Underdetermined DOA estimation via covariance matrix completion for nested sparse circular array in nonuniform noise[J]. IEEE Signal Processing Letters, 2020, 27 (2): 1824- 1828. |
10 | ZHAN C H, HU G P, ZHANG Z X, et al. DOA estimation for nested array from reusing redundant virtual array elements viewpoint[C]//Proc. of the IEEE 8th International Conference on Information, Communication and Networks, 2020: 79-84. |
11 | SUN B, WU C X, RUAN H L, et al. Direction-of-arrival estimation for coprime array via covariance matrix reconstruction[C]//Proc. of the IEEE 3rd International Conference on Electronics Technology, 2020: 634-638. |
12 | LI J F, SHEN M W, JIANG D F. Fast direction of arrival estimation using a sensor-saving coprime array with enlarged inter-element spacing[C]//Proc. of the IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, 2018: 179-183. |
13 |
SHAN T J , WAX W , KAILATH T . On spatial smoothing for estimation of coherent signals[J]. IEEE Trans.on Acoustics, Speech, and Signal Processing, 1985, 33 (4): 806- 811.
doi: 10.1109/TASSP.1985.1164649 |
14 | TAN J, NIE Z P, PENG S. Quadratic forward and backward spatial smoothing polarization smoothing music algorithm for low angle estimation[C]//Proc. of the IEEE Radar Conference, 2019. |
15 |
WILLIAMS R T , PRASAD S , MAHALANABIS A K , et al. An improved spatial smoothing technique for bearing estimation in a multipath environment[J]. IEEE Trans.on Acoustics, Speech, and Signal Processing, 1988, 36 (4): 425- 432.
doi: 10.1109/29.1546 |
16 | ZHAGYPAR R, ZHAGYPAROVA K, AKHTAR M T. Exploiting the rules of the TF-MUSIC and spatial smoothing to enhance the DOA estimation for coherent and non-stationary sources[C]//Proc. of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020: 236-241. |
17 | HAN F M , ZHANG X D . An ESPRIT-like algorithm for coherent DOA estimation[J]. IEEE Antennas and Wireless Propa-gation Letters, 2005, 4 (5): 443- 446. |
18 | LI J , STOICA P , LIU Z S . Comparative study of IQML and MODE direction-of-arrival estimation[J]. IEEE Trans.on Signal Processing, 1988, 46 (1): 149- 160. |
19 |
STOICA P , SHARMAN K C . Maximum likelihood methods for direction-of-arrivalestimation[J]. IEEE Trans.on Acoustics, Speech, and Signal Processing, 1990, 38 (7): 1132- 1143.
doi: 10.1109/29.57542 |
20 | STOICA P, NEHORAI A. Mode, maximum likelihood and Cramer-Rao bound: conditional and unconditional results[C]//Proc. of the International Conference on Acoustics, Speech, and Signal Processing, 1990: 2715-2718. |
21 | OTTERSTEN B, VIBERG M. Analysis of subspace fitting based methods for sensor array processing[C]//Proc. of the International Conference on Acoustics, Speech, and Signal Processing, 1989: 2807-2810. |
22 | OTTERSTEN B, WAHLBERGB, VIBERG M, et al. Stochastic maximum likelihood estimation in sensor arrays by weighted subspace fitting[C]//Proc. of the 23rd Asilomar Conference on Signals, Systems and Computers, 1989: 599-603. |
23 |
VIBERG M , OTTERSTEN B , KAILATH T . Detection and estimation in sensor arrays using weighted subspace fitting[J]. IEEE Trans.on Signal Processing, 1991, 39 (11): 2436- 2449.
doi: 10.1109/78.97999 |
24 |
STOICA P , NEHORAI A . Performance study of conditional and unconditional direction-of-arrivalestimation[J]. IEEE Trans. on Acoustics, Speech, and Signal Processing, 1990, 38 (10): 1783- 1795.
doi: 10.1109/29.60109 |
25 |
HUANG CJ , DAI C W , TSAI T Y , et al. A closed-form phase-comparison ML DOA estimator for automotive radar with one single snapshot[J]. IEICE Electronics Express, 2013, 10 (7): 20130086.
doi: 10.1587/elex.10.20130086 |
26 | WANG Y M, LIU S, JIN M. Localization of coherent signals based on toeplitz matrix reconstruction in spatially colored nosie[C]//Proc. of the IEEE 2nd International Conference on Electronic Information and Communication Technology, 2019: 160-163. |
27 |
ZHANG W , HAN Y , QIAO X . Multiple-toeplitz matrices reconstruction algorithm for DOA estimation of coherent signals[J]. IEEE Access, 2019, 7, 49504- 49512.
doi: 10.1109/ACCESS.2019.2909783 |
28 |
唐晓杰, 赵迪, 何明浩, 等. 一种基于前后向Toeplitz矩阵重构的相干信号DOA估计算法[J]. 中国电子科学研究院学报, 2019, 14 (8): 823- 829.
doi: 10.3969/j.issn.1673-5692.2019.08.008 |
TANG X J , ZHAO D , HE M H , et al. DOA Estimation of coherent signals based on forward and backward Toeplitz matrix reconstruction[J]. Journal of China Academy of Electronics and Information Technology, 2019, 14 (8): 823- 829.
doi: 10.3969/j.issn.1673-5692.2019.08.008 |
|
29 | PENG J Q, ZHENG G M, ZHU Q Y. A novel weighted spatial smoothing DOA estimation algorithm for coherent signals[C]// Proc. of the IEEE 3rd International Conference on Electronic Information Communication Technology, 2020: 504-508. |
30 | 占成宏, 胡国平, 周豪, 等. 基于虚拟阵元内插的互质阵列目标DOD和DOA联合估计算法[J]. 系统工程与电子技术, 2020, 42 (7): 1455- 1463. |
ZHAN C H , HU G P , ZHOU H , et al. Joint DOD and DOA estimation virtual array algorithm for coprime arrays based on element interpolation[J]. Systems Engineering and Electronics, 2020, 42 (7): 1455- 1463. | |
31 |
徐阳, 易建新, 程丰, 等. 基于互质阵列的外辐射源雷达低仰角估计[J]. 雷达科学与技术, 2020, 18 (5): 501- 508.
doi: 10.3969/j.issn.1672-2337.2020.05.007 |
XV Y , YI J X , CHENG F , et al. Research on low-elevation estimation based on coprime array in passive radar[J]. Radar Science and Technology, 2020, 18 (5): 501- 508.
doi: 10.3969/j.issn.1672-2337.2020.05.007 |
|
32 | FAN X, ZHOU C W, GU Y J, et al. Toeplitz matrix reconstruction of interpolated coprime virtual array for DOA estimation[C]//Proc. of the IEEE 85th Vehicular Technology Confe-rence, 2017. |
33 | ZHOU C W, SHI Z G, GU Y J, et al. Coarrayinterpolation-based coprime arrraydoa estimation via convariance matrix reconstruction[C]//Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2018: 3479-3483. |
34 | LI Y X, CHI Y J. Compressive parameter estimation with multiple measurement vectors via structured low-rank covariance estimation[C]//Proc. of the IEEE Workshop on Statistical Signal Processing, 2014: 384-387. |
35 |
LIU Z M , HUANG Z T , ZHOU Y Y . Sparsity-inducing direction finding for narrowband and wideband signals based on array covariance vectors[J]. IEEE Trans.on Wireless Communications, 2013, 12 (8): 1- 12.
doi: 10.1109/TWC.2013.071113.121305 |
36 |
LIU C L , VAIDYANATHAN P P . Remarks on the spatial smoothing step in coarray MUSIC[J]. IEEE Signal Processing Letters, 2015, 22 (9): 1438- 1442.
doi: 10.1109/LSP.2015.2409153 |
[1] | Jialei LIU, Jiazhi MA, Longfei SHI. DOA estimation algorithm based on fourth-order cumulant using virtual beam forming [J]. Systems Engineering and Electronics, 2022, 44(7): 2134-2142. |
[2] | Zhiyu QU, Meng SUN, Huanyao DAI. Joint estimation algorithm of DOA and polarization information based on conformal array [J]. Systems Engineering and Electronics, 2022, 44(6): 1798-1804. |
[3] | Baohua FAN, Le ZUO, Yong TANG, Zehua HU. DOA estimation of multiple time-varying signals with expectation-maximization algorithm [J]. Systems Engineering and Electronics, 2022, 44(2): 420-426. |
[4] | Tao CHEN, Lin SHI, Mengyu SHEN. Gridless DOA estimation algorithm based on M-FIPM [J]. Systems Engineering and Electronics, 2022, 44(2): 427-433. |
[5] | Sunyong WU, Baohong ZOU, Qiutiao XUE, Xiyan SUN, Li WANG. DOA tracking algorithm based on single snapshot spatial smoothing with multi-Bernoulli [J]. Systems Engineering and Electronics, 2021, 43(9): 2430-2438. |
[6] | Yili HU, Yongbo ZHAO, Sheng CHEN, Chenghu CAO. Blind polarization DOA estimation of parabolic conformal array based on interpolation fitting [J]. Systems Engineering and Electronics, 2021, 43(8): 2037-2044. |
[7] | Junpeng SHI, Fangqing WEN, Lin AI, Gong ZHANG, Zhenghui GONG. Angle estimation for bistatic MIMO radar with spatially colored noise [J]. Systems Engineering and Electronics, 2021, 43(6): 1477-1485. |
[8] | Zixin ZHANG, Guoping HU, Hao ZHOU, Chenghong ZHAN. Low elevation angle estimation algorithm for MIMO radar based on sparse reconstruction of cross-covariance [J]. Systems Engineering and Electronics, 2021, 43(5): 1218-1223. |
[9] | Silei CAO, Weigui ZENG, Huiqi XU. Broadband DOA estimation method based on eigenvector space focusing [J]. Systems Engineering and Electronics, 2021, 43(2): 294-299. |
[10] | Bing SUN, Huailin RUAN, Chenxi WU, Shilong WU, Hua ZHONG. DOA estimation method for coprime array under gain and phase error [J]. Systems Engineering and Electronics, 2021, 43(12): 3488-3494. |
[11] | Peng WANG, Zhao XIONG, Junpeng YU, Yong TIAN, Wanchun LI. Single snapshot direction finding method with pseudo-covariance matrix based on uniform circular arrays [J]. Systems Engineering and Electronics, 2021, 43(10): 2812-2818. |
[12] | Yule ZHANG, Guoping HU, Hao ZHOU, Shijie YUE, Feilong ZHAO. DOA estimation of generalized two-level nested MIMO radar with high degree of freedom and low mutual coupling [J]. Systems Engineering and Electronics, 2021, 43(10): 2819-2827. |
[13] | Chenghong ZHAN, Guoping HU, Hao ZHOU, Zixin ZHANG. Joint DOD and DOA estimation algorithm for coprime arrays based on virtual array element interpolation [J]. Systems Engineering and Electronics, 2020, 42(7): 1455-1463. |
[14] | Shanhong HE, Mengqian JI, Liangyu XIE, Jin FAN. Two-dimensional DOA estimation for multi-beam reflector antenna based on focal-plane field [J]. Systems Engineering and Electronics, 2020, 42(1): 23-29. |
[15] | TANG Min, QI Dong, LIU Chengcheng, ZHAO Yongjun. Adaptive beamforming algorithm for coherent signal in single snapshot case [J]. Systems Engineering and Electronics, 2019, 41(6): 1224-1229. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||