A System for Fruit Tree Canopy Characters Measuring Based on CAN-bus

Yu Long, Hong Tiansheng, Zhao Zuo-xi, Huang Jian, Zhang Ling
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引用次数: 1

Abstract

Measuring of fruit tree canopy parameters were required for site-specific management of fruit orchard such as estimation of fruit yield, variable rate application of fertilizer and pesticides precisely on each tree. For riding the effect cased by tractor deviation in driving path between two rows of trees and uneven ground, measuring was designed based on CAN bus, combined robot navigation technology, including AHRS and DGPS-RTK, with the measuring of fruit tree canopy characters, and used C8051F040 micro controller as node ECU. The hardware circuit was introduced in detail, the forming of CAN transmission information frame and software were also analyzed. Experiment with litchi trees in orchard using four ultrasonic sensors showed that system was stable, having highly repeatability (R2=0.9341, RMSE=1.22m3) and accuracy (R2=0.8972, RMSE=1.766m3) of canopy volume measuring.
基于can总线的果树冠层特性测量系统
果树树冠参数的测量是果树因地制宜管理的必要条件,如估算果实产量、在每棵果树上精确地按比例施用化肥和农药等。针对两排树之间行驶路径中牵引车偏行和地面不平整造成的影响,采用CAN总线,结合AHRS和DGPS-RTK等机器人导航技术,设计了测量果树冠层性状的方法,并采用C8051F040单片机作为节点ECU。详细介绍了该系统的硬件电路,分析了CAN传输信息帧的构成和软件设计。4种超声传感器在果园荔枝树上的试验表明,系统稳定,测量冠层体积的重复性高(R2=0.9341, RMSE=1.22m3),精度高(R2=0.8972, RMSE=1.766m3)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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