| Citation: | LI Liyuan, LI Ping, LI Guolin, et al. Classification of plateau shrub echo signal based on bispectrum analysis[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(10): 2070-2078. doi: 10.13700/j.bh.1001-5965.2021.0075(in Chinese)
|
The echo signal of the target is the most important way for radio fuze to obtain target information. This research employs bispectral analysis to examine the echo properties of terahertz wave at different heights of plateau in shrub terrain in order that the front-end of terahertz band fuze can be implemented into the plateau battle field in the future and adapt to the different landform environments of the plateau. In order to reduce the classification time, the bispectral data is integrated to obtain the bispectral slice features of the actual signal, and then the
| [1] |
王玉文, 董志伟. 太赫兹波沿倾斜路径在云层中的衰减[J]. 微波学报, 2016, 32(S2): 421-425. https://www.cnki.com.cn/Article/CJFDTOTAL-WBXB2016S2033.htm
WANG Y W, DONG Z W. Cloud attenuation for terahertz wave along slant path[J]. Journal of Microwaves, 2016, 32(S2): 421-425(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-WBXB2016S2033.htm
|
| [2] |
邓琥, 尚丽平, 张泽林, 等. 不同行程下水蒸汽太赫兹传输特性[J]. 红外与激光工程, 2015, 44(3): 979-984. https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201503036.htm
DENG H, SHANG L P, ZHANG Z L, et al. Transmission cha-racteristics of water vapor based on different transmission distance[J]. Infrared and Laser Engineering, 2015, 44(3): 979-984(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201503036.htm
|
| [3] |
王海彬, 黄峥, 文瑞虎. 太赫兹技术在引信中应用的探讨[J]. 探测与控制学报, 2016, 38(6): 1-6. https://www.cnki.com.cn/Article/CJFDTOTAL-XDYX201606001.htm
WANG H B, HUANG Z, WEN R H. Discussion on terahertz techniques application in radar fuze[J]. Journal of Detection & Control, 2016, 38(6): 1-6(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-XDYX201606001.htm
|
| [4] |
段锐, 张海, 陈祝明, 等. 垂直入射区雷达地面散射系数测量与特性研究[J]. 电子科技大学学报, 2012, 41(3): 373-377. https://www.cnki.com.cn/Article/CJFDTOTAL-DKDX201203011.htm
DUAN R, ZHANG H, CHEN Z M, et al. Radar terrain scattering return measurement and characteristics research in vertical incidence region[J]. Journal of University of Electronic Science and Technology of China, 2012, 41(3): 373-377(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-DKDX201203011.htm
|
| [5] |
CALLA O P N, HARIT K C, VYAS R, et al. Comparison of measured scattering coefficient of dry soil at X-band with the scattering coefficient estimated using the dielectric constant[C]//2007 IEEE International Geoscience and Remote Sensing Symposium. Piscataway: IEEE Press, 2007: 3135-3137.
|
| [6] |
JUNG G, OPPIZZI F, RAVENNI A, et al. The integrated angular bispectrum[J]. Journal of Cosmology and Astroparticle Physics, 2020, 2020: 35.
|
| [7] |
于凤楠. 双谱分析方法在水下目标特征提取中的应用[D]. 哈尔滨: 哈尔滨工程大学, 2010: 13-16.
YU F N. Bispectrum analysis method applied to extraction of features of underwater target[D]. Harbin: Harbin Engineering University, 2010: 13-16(in Chinese).
|
| [8] |
韩国川, 张金艺, 李科, 等. 矩形积分双谱和半监督鉴别分析下的通信辐射源识别[J]. 上海大学学报(自然科学版), 2019, 25(5): 722-732. https://www.cnki.com.cn/Article/CJFDTOTAL-SDXZ201905009.htm
HAN G C, ZHANG J Y, LI K, et al. Communication emitter identification under square integral bispectra and semi-supervised discriminant analysis[J]. Journal of Shanghai University (Natural Science Edition), 2019, 25(5): 722-732(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-SDXZ201905009.htm
|
| [9] |
陈涛, 姚文杨, 林金秋, 等. 雷达辐射源个体特征的提取与识别[J]. 应用科学学报, 2013, 31(4): 368-374. https://www.cnki.com.cn/Article/CJFDTOTAL-YYKX201304008.htm
CHEN T, YAO W Y, LIN J Q, et al. Extraction and identification of radar emitter individual characteristics[J]. Journal of Applied Sciences, 2013, 31(4): 368-374(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YYKX201304008.htm
|
| [10] |
李昌志, 田杰, 张扬帆, 等. 基于亮点模型的典型水下目标回波信号仿真[J]. 应用声学, 2010, 29(3): 196-201. https://www.cnki.com.cn/Article/CJFDTOTAL-YYSN201003006.htm
LI C Z, TIAN J, ZHANG Y F, et al. Simulation of echoes from underwater target based on highlight model[J]. Applied Acoustics, 2010, 29(3): 196-201(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YYSN201003006.htm
|
| [11] |
杜英举. 脑电双谱分析与特征分类识别[D]. 西安: 西安电子科技大学, 2014: 35-40.
DU Y J. The analysis and classification of EEG bispectrum slice[D]. Xi'an: Xidian University, 2014: 35-40(in Chinese).
|
| [12] |
WU W T, LI D N, DU J Y, et al. An intelligent diagnosis method of brain MRI tumor segmentation using deep convolutional neural network and SVM algorithm[J]. Computational and Mathematical Methods in Medicine, 2020, 2020: 6789306.
|
| [13] |
ZHAO J L, FANG Y, CHU G M, et al. Identification of leaf-scale wheat powdery mildew (blumeria graminis f. sp. tritici) combining hyperspectral imaging and an SVM classifier[J]. Plants(Basel, Switzerland), 2020, 9(8): 936.
|
| [14] |
GUÉRIN J, THIERY S, NYIRI E, et al. Combining pretrained CNN feature extractors to enhance clustering of complex natural images[J]. Neurocomputing, 2021, 423: 551-571.
|
| [15] |
GUO Y M, ZHOU Y F, ZHANG Z S. Fault diagnosis of multi-channel data by the CNN with the multilinear principal component analysis[J]. Measurement, 2021, 171: 108513.
|
| [16] |
白杨, 姚桂林. 一种基于KNN后处理的鲁棒性抠图方法[J]. 计算机应用与软件, 2020, 37(9): 170-175. https://www.cnki.com.cn/Article/CJFDTOTAL-JYRJ202009029.htm
BAI Y, YAO G L. A robust matting method based on KNN post processing[J]. Computer Applications and Software, 2020, 37(9): 170-175(in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JYRJ202009029.htm
|
Figures(19) / Tables(2)
Copyright © Journal of Beijing University of Aeronautics and Astronautics
Address: Editorial Department of Journal of Beijing University of Aeronautics and Astronautics, 37 Xueyuan Road, Haidian District, Beijing Post Code: 100191 Email: jbuaa@buaa.edu.cn
Supported by:
Beijing Renhe Information Technology Co., Ltd.
DownLoad:
