电测与仪表2017，Vol.54Issue(16)：39-42,82,5.
基于Adaboost识别算法的电力塔杆拉线防盗报警系统的研究
Research on power pole line anti-theft alarm system based on Adaboost classification algorithm
摘要
Abstract
In recent years, power pole line theft usually occurs.To conquer the problem of the traditional cable anti-theft system like its poor real-time, false negative and positive in burglar alarm, a new system for power pole line anti-theft alarm system based on Adaboost algorithm STM32 and uCOS Ⅱ is designed in this paper.The alarm system takes the STM32 microprocessor as a core, and equipped with uCOS Ⅱ operating system, it can collect and process data in real time.We judge the state of line through the Adaboost algorithm, and it can send the result to operation and maintenance personnel by GSM.The practical engineering application shows that the system has good real-time and high reliability, the early warning accuracy rate is achieved 89.4％ or more, and the alarm accuracy rate can reach 100％, which has practical value for product engineering.关键词
Adaboost算法/电力塔杆拉线/防盗报警/STM32/uCOSⅡ/GSMKey words
Adaboost algorithm/power pole line/anti-theft alarm/STM32/uCOS Ⅱ/GSM分类
信息技术与安全科学引用本文复制引用
公鑫,潘金生,李仁辉,朱英杰,公茂法..基于Adaboost识别算法的电力塔杆拉线防盗报警系统的研究[J].电测与仪表,2017,54(16):39-42,82,5.基金项目
国家自然科学基金资助项目(61503224) （61503224）
