DocumentCode
2961942
Title
A System for Fruit Tree Canopy Characters Measuring Based on CAN-bus
Author
Long, Yu ; Tiansheng, Hong ; Zuoxi, Zhao ; Jian, Huang ; Ling, Zhang
Author_Institution
Key Lab. of Key Technol. on Agric. Machine & Equip., South China Agric. Univ., Guangzhou, China
Volume
2
fYear
2011
fDate
28-29 March 2011
Firstpage
15
Lastpage
21
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.
Keywords
agricultural machinery; agricultural products; controller area networks; field buses; microcontrollers; mobile robots; path planning; sensors; ultrasonic devices; vegetation; AHRS; C8051F040 microcontroller; CAN transmission information frame; CAN-bus; DGPS-RTK; fruit tree canopy characters measurement; fruit yield estimation; hardware circuit; litchi trees; orchard tree; robot navigation technology; tractor deviation; ultrasonic sensors; Acoustics; Agricultural machinery; Control systems; Measurement uncertainty; Sensors; Ultrasonic variables measurement; Vegetation; CAN bus; attitude heading reference system; fruit tree canopy; navigation; ultrasonic sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2011 International Conference on
Conference_Location
Shenzhen, Guangdong
Print_ISBN
978-1-61284-289-9
Type
conf
DOI
10.1109/ICICTA.2011.297
Filename
5750824
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