{"id":138,"date":"2022-12-15T15:51:22","date_gmt":"2022-12-15T15:51:22","guid":{"rendered":"https:\/\/labs.ri.cmu.edu\/kantorlab\/?p=138"},"modified":"2023-01-11T11:16:40","modified_gmt":"2023-01-11T16:16:40","slug":"buggspray","status":"publish","type":"post","link":"https:\/\/labs.ri.cmu.edu\/kantorlab\/buggspray\/","title":{"rendered":"Buggspray"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"138\" class=\"elementor elementor-138\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-519c6e6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"519c6e6c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-716d95c0\" data-id=\"716d95c0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29b94cf elementor-align-right elementor-widget elementor-widget-breadcrumbs\" data-id=\"29b94cf\" data-element_type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1ef035fe elementor-section-height-min-height elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1ef035fe\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12036f78\" data-id=\"12036f78\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7144761c elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"7144761c\" data-element_type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;clip&quot;,&quot;rotating_text&quot;:&quot;Buggspray&quot;,&quot;rotate_iteration_delay&quot;:5000,&quot;loop&quot;:&quot;yes&quot;}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 class=\"elementor-headline elementor-headline-animation-type-clip\">\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tBuggspray\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-713487d8 elementor-widget elementor-widget-text-editor\" data-id=\"713487d8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div>High Throughput Multi-Robot Weed Management for Specialty Crops<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45a3a4cc elementor-align-center elementor-widget elementor-widget-button\" data-id=\"45a3a4cc\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"#ri-content\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read below...<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7c2f01ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c2f01ac\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-21c438db\" data-id=\"21c438db\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f41a83f elementor-widget elementor-widget-image\" data-id=\"6f41a83f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-scaled.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"buggspray-web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTQ0LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL2J1Z2dzcHJheS13ZWItc2NhbGVkLmpwZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-1024x575.jpg\" class=\"attachment-large size-large wp-image-144\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-1024x575.jpg 1024w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-300x168.jpg 300w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-768x431.jpg 768w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-1536x862.jpg 1536w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-web-2048x1150.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c11c10d elementor-widget elementor-widget-video\" data-id=\"4c11c10d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/uBsi5VPYkJ4&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77124928 elementor-widget elementor-widget-image\" data-id=\"77124928\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"IMG_7713-buggspray-crop-web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU3LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL0lNR183NzEzLWJ1Z2dzcHJheS1jcm9wLXdlYi5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web-1024x576.jpg\" class=\"attachment-large size-large wp-image-157\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web-1024x576.jpg 1024w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web-300x169.jpg 300w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web-768x432.jpg 768w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web-1536x864.jpg 1536w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/IMG_7713-buggspray-crop-web.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d174ef elementor-widget elementor-widget-gallery\" data-id=\"1d174ef\" data-element_type=\"widget\" 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data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"1d174ef\" data-elementor-lightbox-title=\"buggspray-cad\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTU4LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL2J1Z2dzcHJheS1jYWQuanBnIiwic2xpZGVzaG93IjoiMWQxNzRlZiJ9\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/buggspray-cad-300x169.jpg\" data-width=\"300\" data-height=\"169\" aria-label=\"\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-7c079934\" data-id=\"7c079934\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b338bea elementor-widget elementor-widget-menu-anchor\" data-id=\"b338bea\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"ri-content\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4caa8a45 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4caa8a45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Buggspray robotic system is designed to function as an herbicide sprayer in weed management for specialty crops. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-338abebd elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"338abebd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><span lang=\"EN\">In pursuit of this goal, the robot has been designed with several unique characteristics.<\/span><\/div>\n<div><\/div>\n<div><span lang=\"EN\">In no particular order, these are<\/span><\/div>\n<div><\/div>\n<ul>\n \t<li>four wheel steering<\/li>\n \t<li>a differential-bar rocker mechanism<\/li>\n \t<li>and an adjustable wheelbase width<\/li>\n<\/ul>\n<div><\/div>\n<div><span lang=\"EN\">Four wheel steering means each wheel is independently steerable, and allows for switching between different steering modes, such as Ackermann, Dual Ackermann, Crab, or even Skid Steer. The differential-bar rocker mechanism allows the robot to travel over nonflat terrain and keep the chassis\/sprayer system at a relatively level angle, which is important for accurate herbicide spraying. The adjustable wheelbase width allows the robot to accommodate for varying crop planting widths. Although these features enable key behaviors, motions, and applications, they come with extra challenges in control and state estimation. Due to the actions of the rocker and the width changing mechanisms, calculating required wheel torques can no longer assume a fixed width, rectangular base and therefore the algorithms must be more flexible than those of most wheeled mobile robot platforms. Odometry motion models are also complicated by the changing wheel base.<\/span><\/div>\n\n<div>\n<ul>\n<li>Sponsor: NSF, USDA\/NIFA<\/li>\n<li>Partner: University of Florida (PI Yiannis Ampatzidis)<\/li>\n<li>Overall Goal: develop low-cost and multi-crop autonomous vehicles equipped with the precision spray technology, high-level task planning and control system for the autonomous precision sprayers<\/li>\n<li>CMU Goals:\n<ul>\n<li>Robotic platform capable of autonomous navigation through crop fields<\/li>\n<li>Build two robots: Jim, Abhi, Rohan<\/li>\n<li>Develop control methodology for trajectory following: Rohan<\/li>\n<li>Autonomous navigation: Abhi, Rohan\nPeople: Abhi (lead), Jim, Rohan<\/li>\n<li>Duration: 2021-2024<\/li>\n<\/li>\n<\/ul>\n<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Buggspray robotic system is designed to function as an herbicide sprayer in weed management for specialty crops.<\/p>\n","protected":false},"author":2,"featured_media":143,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-138","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - 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