Journal of Systems Engineering and Electronics ›› 2024, Vol. 35 ›› Issue (3): 589-598.doi: 10.23919/JSEE.2024.000057
• DEFENCE ELECTRONICS TECHNOLOGY • Previous Articles Next Articles
Sheng CHEN(), Yongbo ZHAO(), Yili HU(), Xiaojiao PANG()
Received:
2022-07-07
Accepted:
2024-01-04
Online:
2024-06-18
Published:
2024-06-19
Contact:
Yongbo ZHAO
E-mail:842561535@qq.com;ybzhao@xidian.edu.cn;huyili66@126.com;1964230291@qq.com
About author:
Supported by:
Sheng CHEN, Yongbo ZHAO, Yili HU, Xiaojiao PANG. Beamspace maximum likelihood algorithm based on sum and difference beams for elevation estimation[J]. Journal of Systems Engineering and Electronics, 2024, 35(3): 589-598.
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Table 2
Meaning of the four lines in Fig. 9"
Line type | Natation | Beam direction |
Solid | 1D | 0 |
Plus | 2D | |
Dotted | 3D | |
Square | 3D2 |
1 |
BARTON D K Low-angle radar tracking. Proc. of the IEEE, 1974, 62, 687- 704.
doi: 10.1109/PROC.1974.9509 |
2 |
ZOLTOWSKI M D, LEE T S Beamspace ML bearing estimation incorporating low-angle geometry. IEEE Trans. on Aerospace and Electronic Systems, 1991, 27, 441- 458.
doi: 10.1109/7.81426 |
3 | ZHU Y T, ZHAO Y B, SHUI P L. Low-angle target tracking using frequency-agile refined maximum likelihood algorithm. IET Radar, Sonar & Navigation, 2016, 11(3): 491−497. |
4 | LIU Y, LIU H, XIA X G, et al. Projection techniques for altitude estimation over complex multipath condition-based VHF radar. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(7): 2362−2375. |
5 | MAHAFZA R B. Radar systems analysis and design using matlab. 3rd ed. New York: CRC Press, 2013. |
6 | KERR D E. Propagation of short radio waves. 2nd ed. London: Peter Perrgrinus Ltd., 1987. |
7 | SKOLNIK I. Radar handbook. 3rd ed. New York: The McGraw-Hill Companies, 2008. |
8 | HAN S F, I C L, XU Z, et al. Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G. IEEE Communications Magazine, 2015, 53(1): 186−194. |
9 | ZHAO Y B, PANG X J, CHEN S J. A reduced-dimension RML method for transmit beamspace-based MIMO radar. Digital Signal Processing, 2021, 114: 103072. |
10 |
ZOLTOWSKI M D, KAUTZ G M, SILVERSTEIN S D Beamspace root-MUSIC. IEEE Trans. on Signal Processing, 1993, 41 (1): 344- 364.
doi: 10.1109/TSP.1993.193151 |
11 |
GAO X Y, DAI L L, HAN S F Reliable beamspace channel estimation for millimeter-wave massive MIMO systems with lens antenna array. IEEE Trans. on Wireless Communications, 2017, 16 (9): 6010- 6021.
doi: 10.1109/TWC.2017.2718502 |
12 | BUCHANAN K, ROCKWAY J, STERNBERG O. Sum-difference beamforming for radar applications using circularly tapered random arrays. Proc. of the IEEE Radar Conference, 2016. DOI: 10.1109/RADAR.2016.7485289. |
13 | IWAZAKI S, ICHIGE K. Sum and difference composite co-array: an extended array configuration toward higher degree of freedom. Proc. of the International Conference on Advances in Electrical, Electronic and Systems Engineering, 2016: 333−338. |
14 |
ZHU L, QIU S, HAN Y B Combined constrained adaptive sum and difference beamforming in monopulse angle estimation. IEEE Antennas and Wireless Propagation Letters, 2018, 17 (12): 2314- 2318.
doi: 10.1109/LAWP.2018.2873818 |
15 | ZHAO J Y, WANG Y L, LI R F, et al. Adaptive monopulse angle measurement for meter-wave radar based on differential constraints technique. Proc. of the IEEE 11th International Conference on Signal Processing, 2012. DOI: 10.1109/ICoSP.2012.6491918. |
16 | HE Y D, ZHOU J, ZHOU B H. Adaptive sum and difference beamforming for monopulse system with array antennas. Proc. of the 6th International Conference on Wireless Communications Networking and Mobile Computing, 2010. DOI: 10.1109/WICOM.2010.5600714. |
17 | XU Z H, XIONG Z Y, WU J N Symmetrical difference pattern monopulse for low-angle tracking with array radar. IEEE Trans. on Aerospace & Electronic Systems, 2017, 52 (6): 2676- 2684. |
18 | ZHUO J, SUN C. Experimental studies on the multistage constant modulus array for the estimation of directions-of-arrival. Chinese Journal of Acoustics, 2004(3): 268−277. |
19 | YIN D Y, ZHANG F. Uniform linear array MIMO radar unitary root MUSIC angle estimation. Proc. of the Chinese Automation Congress, 2020: 578−581. |
20 | LI S E, ZHANG Y, EDWARDS R. Two dimension DOA ESPRIT algorithm based on parallel coprime arrays and complementary sequence in MIMO communication system. Proc. of the IEEE International Conference on Signal, Information and Data Processing, 2019. DOI: 10.1109/ICSIDP47821.2019.9173170. |
21 |
PAN J J, SUN M, WANG Y D An enhanced spatial smoothing technique with ESPRIT algorithm for direction of arrival estimation in coherent scenarios. IEEE Trans. on Signal Processing, 2020, 68, 3635- 3643.
doi: 10.1109/TSP.2020.2994514 |
22 | YANG R T, GRAY D, AL-ASHWAL W. Estimation of the DOAs of coherent signals in beam space processing for phased arrays. Proc. of the International Conference on Radar, 2018. DOI: 10.1109/RADAR.2018.8557250. |
23 | LIU Y, HOU L N, SHEN Q M. Beamspace U-ESPRIT DOA estimation algorithm of coherently distributed sources in massive MIMO systems. Proc. of the 12th International Conference on Advanced Computational Intelligence, 2020: 126−132. |
24 |
ZISKIND I, WAX M Maximum likelihood localization of multiple sources by alternating projection. IEEE Trans. on Acoustics, Speech, and Signal Processing, 1988, 36 (10): 1553- 1560.
doi: 10.1109/29.7543 |
25 |
LO T, LITVA J Use of a highly deterministic multipath signal model in low-angle tracking. IEE Proceedings F-Radar Signal Processing, 1991, 138, 163- 171.
doi: 10.1049/ip-f-2.1991.0022 |
26 | WANG S H, CAO Y H, SU H T, et al. Target and reflecting surface height joint estimation in low-angle radar. IET Radar Sonar Navigation, 2016, 10(3): 617–623. |
27 | KIM J, YANG H J, KWAK N Low-angle tracking of two objects in a three-dimensional beamspace domain. IET Radar Sonar & Navigation, 2012, 6 (1): 9- 20. |
28 |
LIU J, LIU Z, XIE R Low angle estimation in MIMO radar. Electronics Letters, 2010, 46 (23): 1565- 1566.
doi: 10.1049/el.2010.2579 |
29 |
XU B Q, ZHAO Y B Transmit beamspace-based DOD and DOA estimation method for bistatic MIMO radar. Signal Processing, 2019, 157, 88- 96.
doi: 10.1016/j.sigpro.2018.11.016 |
30 | JAO J K. A matched array beamforming technique for low angle radar tracking in multipath. Proc. of the IEEE National Radar Conference: 1994, 171–176. |
31 |
BOMAN K, STOICA P Low angle estimation: models, methods, and bounds. Digital Signal Processing, 2001, 11 (1): 35- 79.
doi: 10.1006/dspr.2000.0373 |
32 |
CHEN S, ZHAO Y B, HU Y L, et al A beamspace maximum likelihood algorithm for target height estimation for a bistatic MIMO radar. Digital Signal Processing, 2022, 122, 103330.
doi: 10.1016/j.dsp.2021.103330 |
33 | STOICA P, NEHORAI A. MUSIC, maximum likelihood, and Cramer-Rao bound: further results and comparisons. Proc. of the International Conference on Acoustics, Speech, and Signal Processing, 1989: 2605−2608. |
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