Search search
Publication Date
to
Vol. 125
Latest Volume
All Volumes
PIERM 139 PIERM 138 PIERM 137 PIERM 136 PIERM 135 PIERM 134 PIERM 133 PIERM 132 PIERM 131 PIERM 130 PIERM 129 PIERM 128 PIERM 127 PIERM 126 PIERM 125 PIERM 124 PIERM 123 PIERM 122 PIERM 121 PIERM 120 PIERM 119 PIERM 118 PIERM 117 PIERM 116 PIERM 115 PIERM 114 PIERM 113 PIERM 112 PIERM 111 PIERM 110 PIERM 109 PIERM 108 PIERM 107 PIERM 106 PIERM 105 PIERM 104 PIERM 103 PIERM 102 PIERM 101 PIERM 100 PIERM 99 PIERM 98 PIERM 97 PIERM 96 PIERM 95 PIERM 94 PIERM 93 PIERM 92 PIERM 91 PIERM 90 PIERM 89 PIERM 88 PIERM 87 PIERM 86 PIERM 85 PIERM 84 PIERM 83 PIERM 82 PIERM 81 PIERM 80 PIERM 79 PIERM 78 PIERM 77 PIERM 76 PIERM 75 PIERM 74 PIERM 73 PIERM 72 PIERM 71 PIERM 70 PIERM 69 PIERM 68 PIERM 67 PIERM 66 PIERM 65 PIERM 64 PIERM 63 PIERM 62 PIERM 61 PIERM 60 PIERM 59 PIERM 58 PIERM 57 PIERM 56 PIERM 55 PIERM 54 PIERM 53 PIERM 52 PIERM 51 PIERM 50 PIERM 49 PIERM 48 PIERM 47 PIERM 46 PIERM 45 PIERM 44 PIERM 43 PIERM 42 PIERM 41 PIERM 40 PIERM 39 PIERM 38 PIERM 37 PIERM 36 PIERM 35 PIERM 34 PIERM 33 PIERM 32 PIERM 31 PIERM 30 PIERM 29 PIERM 28 PIERM 27 PIERM 26 PIERM 25 PIERM 24 PIERM 23 PIERM 22 PIERM 21 PIERM 20 PIERM 19 PIERM 18 PIERM 17 PIERM 16 PIERM 14 PIERM 13 PIERM 12 PIERM 11 PIERM 10 PIERM 9 PIERM 8 PIERM 7 PIERM 6 PIERM 5 PIERM 4 PIERM 3 PIERM 2 PIERM 1
All Journals
PIER PIER B PIER C PIER M PIER Letters PIER Photonics
2024-03-25
A New Robust Adaptive Beamforming Algorithm Based on GSC
By
Xiaohan Guan,

    Dr. Xiaohan Guan

    North China University of Technology

    China

    Homepage

Yao Chen,

    Ms. Yao Chen

    North China University of Technology

    China

    Homepage

Enchen Wang

    Dr. Enchen Wang

    North China University of Technology

    China

    Homepage

Progress In Electromagnetics Research M, Vol. 125, 143-151, 2024
doi:10.2528/PIERM23111902 | Google Scholar

Abstract
The generalized sidelobe cancellation (GSC) is a commonly used adaptive beamforming technology, which can be used in antenna arrays. Due to the error of the direction of arrival of the received signal and the spacing error of the received array elements, the signal received by the array antenna has a mismatch of steering vectors, which leads to that the GSC method cannot accurately aim at the expected signal and suppress the interference signal. In order to improve the robustness of GSC algorithm, a new adaptive beamforming algorithm named SGSC (Sequential Quadratic Programming-Generalized Side Lobe Cancellation) is proposed in this paper. In this method, firstly, the mismatching expected signal steering vector is corrected by the stepwise quadratic programming, so that the auxiliary antenna can effectively block the expected signal. Then, the optimal weight vector is obtained by combining the corrected steering vector with the GSC, so that the expected signal components of the auxiliary antenna and of the main antenna can be avoided from being cancelled due to mismatch errors. Finally, the simulation results based on MATLAB show that the new algorithm can point the desired signal more accurately and suppress the interference signal more obviously in the presence of mismatch error, which shows the effectiveness of the method.
Download Full Article (835) View Full Article volume
Citation
Xiaohan Guan, Yao Chen, and Enchen Wang, "A New Robust Adaptive Beamforming Algorithm Based on GSC," Progress In Electromagnetics Research M, Vol. 125, 143-151, 2024.
doi:10.2528/PIERM23111902
References

1. Wang, Jiahao and Koen Mouthaan, "Robust beamforming for antenna arrays with source location probability density function," 2021 International Symposium on Antennas and Propagation (ISAP), 1-2, Taipei, Taiwan, 2021.

2. Nand, Krishna, Sunil Agarwal, and Gurpreet Kaur, "Algorithms for adaptive beamforming in smart antenna in 5G," 2023 3rd International Conference on Intelligent Technologies (CONIT), 1-6, Hubli, India, 2023.

3. Yang, Huichao and Zhongfu Ye, "Robust adaptive beamforming based on covariance matrix reconstruction via steering vector estimation," IEEE Sensors Journal, Vol. 23, No. 3, 2932-2939, Feb. 2023.        Google Scholar

4. Yazdi, Nadav and Koby Todros, "Measure-transformed MVDR beamforming," IEEE Signal Processing Letters, Vol. 27, 1959-1963, 2020.        Google Scholar

5. Zhu, Xingyu, Xu Xu, and Zhongfu Ye, "Robust adaptive beamforming via subspace for interference covariance matrix reconstruction," Signal Processing, Vol. 167, 107289, Feb. 2020.        Google Scholar

6. Yuan, Xiaolei and Lu Gan, "Robust adaptive beamforming via a novel subspace method for interference covariance matrix reconstruction," Signal Processing, Vol. 130, 233-242, Jan. 2017.        Google Scholar

7. Zhu, Xingyu, Zhongfu Ye, Xu Xu, and Rui Zheng, "Covariance matrix reconstruction via residual noise elimination and interference powers estimation for robust adaptive beamforming," IEEE Access, Vol. 7, 53262-53272, 2019.        Google Scholar

8. Yang, Huichao, Pengyu Wang, and Zhongfu Ye, "Robust adaptive beamforming via covariance matrix reconstruction and interference power estimation," IEEE Communications Letters, Vol. 25, No. 10, 3394-3397, Oct. 2021.        Google Scholar

9. Lv, Yan, Fei Cao, Jian Yang, Chuan He, Xiaowei Feng, and Jianfeng Xu, "Robust adaptive beamforming based on a novel covariance matrix selection strategy," 2022 IEEE 5th International Conference on Electronics Technology (ICET), 680-684, Chengdu, China, 2022.

10. Li, Zizheng, Silei Cao, Weigui Zeng, and Tianyu Li, "Robust beamforming algorithm based on steering vector estimation and interference plus noise covariance matrix reconstruction," 2022 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 24-27, Poznan, Poland, 2022.

11. Li, Lei, Rongqing Xu, and Gaopeng Li, "Robust adaptive beamforming based on generalized sidelobe cancellation," 2006 CIE International Conference on Radar, 1-4, Shanghai, China, 2006.

12. Liu, Ziwei, Shanshan Zhao, Gengxin Zhang, and Baoqiao Jiao, "Robust adaptive beamforming for sidelobe canceller with null widening," IEEE Sensors Journal, Vol. 19, No. 23, 11213-11220, Dec. 2019.        Google Scholar

13. Park, Sangjoon, Sangbae Jeong, Moonsung Han, and Suyoung Chi, "Performance improvement of GSC algorithms by near channel subtraction-based blocking matrix," 2012 9th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 633-635, Daejeon, South Korea, 2012.

14. Su, Hang and Chang-Myung Lee, "Modified GSC method to reduce the distortion of the enhanced speech signal using cross-correlation and sidelobe neutralization," Applied Sciences, Vol. 11, No. 14, 6288, Jul. 2021.        Google Scholar

15. Chang, Jhih-Chung, "A robust space-time generalized sidelobe canceller," Wireless Personal Communications, Vol. 70, 129-138, May 2013.        Google Scholar

16. Yang, Qinyun, Yi Zhou, Yongbao Ma, and Hongqing Liu, "A new frequency-domain adaptive blocking matrix design for generalized sidelobe cancellation," 2020 15th IEEE International Conference on Signal Processing (ICSP), Vol. 1, 109-113, Beijing, China, 2020.

17. Lin, Xianlian, Yongwei Huang, Wenzheng Yang, and Jingwei Xu, "Robust adaptive beamforming with multiple signal mismatch constraints: A sequential convex approximation method," 2023 31st European Signal Processing Conference (EUSIPCO), 1634-1638, Helsinki, Finland, 2023.

18. Wu, Zhixia, Shengqi Zhu, Jingwei Xu, Lan Lan, Yanhong Xu, Ximin Li, and Jie Gao, "Robust adaptive beamforming based on MR-FDA-MIMO radar jamming suppression," 2023 IEEE International Radar Conference (RADAR), 1-6, Sydney, Australia, 2023.

19. Huang, Yongwei, Hao Fu, Sergiy A Vorobyov, and Zhi-Quan Luo, "Robust adaptive beamforming via worst-case SINR maximization with nonconvex uncertainty sets," IEEE Transactions on Signal Processing, Vol. 71, 218-232, 2023.        Google Scholar

20. Guo, Jiayu, Huichao Yang, and Zhongfu Ye, "A novel robust adaptive beamforming algorithm based on subspace orthogonality and projection," IEEE Sensors Journal, Vol. 23, No. 11, 12076-12083, Jun. 2023.        Google Scholar

21. Liu, Zehua, Shouhao Wu, Yongjie Wang, Wenxiu Guo, and Jie Zhang, "A new GSC beamforming algorithm based on double affine projection," 2014 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 1-4, Beijing, China, 2014.

22. Dietzen, Thomas, Ann Spriet, Wouter Tirry, Simon Doclo, Marc Moonen, and Toon van Waterschoot, "Comparative analysis of generalized sidelobe cancellation and multi-channel linear prediction for speech dereverberation and noise reduction," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 27, No. 3, 544-558, Mar. 2019.        Google Scholar

Download Full Article (835) View Full Article volume


The EM Academy piers.org jpier.org Who's Who in EM
Copyright © 2022 The Electromagnetics Academy. All Rights Reserved.