Topographic Mapping Through Measurement of Vehicle Attitude Westphalen, Mark Steward, Brian Steward, Brian Han, Shufeng
dc.contributor.department Agricultural and Biosystems Engineering 2018-02-13T03:35:04.000 2020-06-29T22:33:31Z 2020-06-29T22:33:31Z Wed Jan 01 00:00:00 UTC 2003 2012-12-03 2003-07-01
dc.description.abstract <p>A self-propelled agricultural sprayer was equipped with four RTK DGPS receivers, and an Inertial Measurement Unit (IMU) to measure vehicle attitude and field elevation as the vehicle was driven across a field. Data was collected in a stop-and-go fashion at 3.05 m (10 ft) intervals, as well as in a continuous fashion at three different speed levels. Using ordinary kriging, surface grids were interpolated using only elevation measurement, as well as combinations of elevation and vehicle attitude measurements. The resulting surfaces were compared to each other to evaluate the effect of including attitude measurement on DEM (Digital Elevation Model) accuracy. At the widest row spacing, the DEMs generated with attitude measurements had lower RMSE than those DEMs generated without attitude measurements. Vehicle speed also affected DEM accuracy. Vehicle attitude measurements have the potential to improve DEM accuracy for larger swath widths in ordinary field operations.</p>
dc.description.comments <p><a href="" target="_blank">ASAE Paper No. 031008</a></p>
dc.identifier archive/
dc.identifier.articleid 1027
dc.identifier.contextkey 3507060
dc.identifier.s3bucket isulib-bepress-aws-west
dc.identifier.submissionpath abe_eng_conf/33
dc.language.iso en
dc.source.bitstream archive/|||Fri Jan 14 23:37:14 UTC 2022
dc.subject.disciplines Bioresource and Agricultural Engineering
dc.subject.keywords Precision farming
dc.subject.keywords GPS
dc.subject.keywords GIS
dc.subject.keywords digital elevation model
dc.subject.keywords inertial measurement unit
dc.title Topographic Mapping Through Measurement of Vehicle Attitude
dc.type article
dc.type.genre conference
dspace.entity.type Publication
relation.isAuthorOfPublication ef71fa01-eb3e-4e29-ade7-bcb38f2968b0
relation.isOrgUnitOfPublication 8eb24241-0d92-4baf-ae75-08f716d30801
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