南京理工大学学报（自然科学版）2017，Vol.41Issue(1)：95-99,5.DOI:10.14177/j.cnki.32-1397n.2017.41.01.013
基于决策树分类的毫米波雷达对电力线的检测
Millimeter wave radar detection in power line based ondecision tree classification
蒋斌 1李超英 2李宗谕 3杨波 3孙晓斌2
作者信息
- 1. 国网山东省电力公司电力科学研究院,山东 济南 250000
- 2. 国网山东省电力公司,山东 济南 250000
- 3. 山东鲁能智能技术有限公司,山东 济南 250101
- 折叠
摘要
Abstract
Aiming at the safety problem caused by the power line of helicopter in low altitude flight,this paper presents a method of millimeter-wave radar detection of power line based on decision tree classification.Based on the Bragg scattering characteristics of power line,this paper studies the Hough transform'.s power line detection method,and proposes a classification scheme based on decision tree classifier to extract the information of power line target which needs to be detected.Finally,the effectiveness of the method is verified by MATLAB simulation.Simulation results show that the proposed method is simple and effective,and has high detection probability and low false alarm probability.关键词
毫米波雷达/布拉格散射/电力线检测/霍夫变换/MATLAB仿真/决策树分类Key words
millimeter wave radar/Bragg scattering/power line detection/Hough transform/MATLAB simulation/decision tree classification分类
信息技术与安全科学引用本文复制引用
蒋斌,李超英,李宗谕,杨波,孙晓斌..基于决策树分类的毫米波雷达对电力线的检测[J].南京理工大学学报（自然科学版）,2017,41(1):95-99,5.
