A Low‐Drift Legged Robot State‐Estimation System Through Combined Physics‐Informed Contact Estimation Network and Full Joint State
A recent study published in the Journal of Field Robotics highlights advancements in autonomous robotic systems designed for agricultural applications. Researchers from various institutions collaborated to develop innovative algorithms that enhance the efficiency and precision of farming robots. The findings, released in early October 2023, demonstrate how these technologies can significantly improve crop monitoring and management. The study was conducted across multiple farms in the Midwest, where the team tested the robots' capabilities in real-world conditions. By utilizing advanced sensors and machine learning techniques, the robots were able to identify crop health issues and optimize resource usage, such as water and fertilizers. This approach not only aims to increase agricultural productivity but also addresses sustainability concerns in farming practices. The motivation behind this research stems from the growing need for efficient food production methods to meet the demands of a rising global population. As traditional farming faces challenges such as labor shortages and environmental impacts, the integration of autonomous systems presents a viable solution. The researchers emphasized that the successful implementation of these technologies could lead to a transformative shift in how agriculture is practiced, ultimately benefiting both farmers and consumers alike.
Barn Owl Precision AG (BOPA - Barn Owl Precision Agriculture)
United States
Autonomous micro-tractor (ANT nano-tractor); targeted weeding/spraying via computer vision; supports small/midsize farms; integrates drone imagery for precision tasks; as-a-service model for labor/input reduction.
Osiris Agriculture
France
Tensorfield Agriculture
United States
Semi-autonomous/towed thermal weeder robot (Jetty V3); AI vision + heated edible oil micro-dosing (1/4" precision at 1.2-1.6 mph), ~1500-2200 lb, propane/lithium hybrid power, targeted post-emergence weed control in vegetable beds (e.g., carrots/leafy greens), herbicide-free.
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
Adek Industrial Computers
United States
Headquartered in New Hampshire, ADEK manufactures industrial computers, serves as a full-service OEM manufacturing partner, and offers computer repair services. In addition to building computer systems for end-users, OEMs, and resellers, the company also markets a full line of computer cases, motherboards, single board computers, backplanes, and other components. Its products are sorted into product categories and highlighted, along with warranty information and support services.
Arctek Robótica Industrial (BR)
Brazil
Arctek Robótica Industrial is a Brazilian company specializing in industrial robotics, automation, utilities, and custom machine development. Serves Brazilian industrial clients with tailored automation solutions across robotic integration, process automation, and industrial machinery design.
ASRock Industrial Computer Corporation
Taiwan
ASRock Industrial, a global leader in edge computers and industrial motherboards, delivers high-performance industrial computers, motherboards, and mini PCs. Subscribe for the Latest Automate Show Updates Copyright © 2013-2026 A3 Automate.
Oceaneering (acq Frog AGV)
United States
Oceaneering is an offshore technology and engineered services company that acquired Frog AGV systems. It supplies automated guided vehicles and subsea robotics for oil and gas, aerospace, and industrial customers.
OM Robot (CN)
United States
OM Robot (Omron Robotics) manufactures industrial, collaborative, and mobile robots for manufacturing automation. OTTO AMR and SCARA/delta robot lines are deployed globally with FLOW Core fleet management software.
Swiss Mobile Robotics Consortium
Swiss Mobile Robotics Consortium is a Swiss collaborative initiative focused on mobile robotics research and development, bringing together academic and industrial partners to advance autonomous mobile robot technologies.
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