Case IH utilize "follow me" technology and vehicle-to-vehicle communication with a driverless tractor that follows one operated by a person.
A driverless tractor is an autonomous farm vehicle that delivers a high tractive effort (or torque) at slow speeds for the purposes of tillage and other agricultural tasks. It is considered driverless because it operates without the presence of a human inside the tractor itself. Like other unmanned ground vehicles, they are programmed to independently observe their position, decide speed, and avoid obstacles such as people, animals, or objects in the field while performing their task.[1] The various driverless tractors are split into full autonomous technology and supervised autonomy.[2] The idea of the driverless tractor appears as early as 1940, but the concept has significantly evolved in the last few years.[timeframe?] The tractors use GPS and other wireless technologies to farm land without requiring a driver. They operate simply with the aid of a supervisor monitoring the progress at a control station or with a manned tractor in lead.
The idea of a driverless tractor has been around since as early as 1940, when Frank W. Andrew invented his own. To guide his driverless tractor, a barrel or fixed wheel would be put in the center of the field and around it would wind a cable attached to a steering arm on the front of the tractor.[3] In the 1950s, Ford developed a driverless tractor that they called "The Sniffer", but it was never produced because it could not be operated without running wire underground through the field.[4] There were no major advances in driverless tractor technologies until 1994, when engineers at the Silsoe Research Institute developed the picture analysis system, which was used to guide a small driverless tractor designed for vegetable and root crops. This new tractor could also handle slight headland turns.[5]
Current driverless tractor technologies build on recent[timeframe?] developments in unmanned vehicles and agricultural technology. A tractor is defined as a powerful motor-driven vehicle with large, heavy treads, used for pulling farm machinery and other vehicles.[6] Most commonly, the term is used to describe a farm vehicle that provides the power and traction to mechanize agricultural tasks. Precision agriculture was a major shift in technology that occurred in the 1980s. The result was tractors that farmers drove with the aid of GPS devices and on-board computers. Precision agriculture focuses on maximizing returns while using minimum resources. With the aid of GPS devices and computers, farmers could use tractors more efficiently.
Next,[when?] engineers worked on semi-automated tractors. These tractors had drivers, but the drivers only had to steer at the end of each row.[7] Subsequently, the idea of a driverless tractor emerged in 2011 and 2012.
Driverless tractors were initially created to follow a main tractor (with a driver). This would allow one driver to do twice as much work using what is called "follow-me" technology. The driverless tractor would follow a lead tractor between fields just like a hired hand would. Now,[when?] however, driverless tractor technologies have moved toward autonomy, or independent functioning.[8][9]
Technology
The driverless tractor is part of a move to increase automation in farming. Other such autonomous technologies currently utilized in farming include automatic milking and automatic strawberry pickers. Developing such a technology is difficult. In order for it to be successful, the tractor must be able to follow deterministic tasks (a task that is defined before it starts, such as a path to follow on a field), have reactive behavior (the ability to react to an unknown situation such as an obstacle in the way), and have reflexive responses (making a decision without hesitation or time-consuming calculations such as changing the steering angle if necessary).[10] Ultimately, the tractor should imitate a human in its ability to observe spatial position and make decisions such as speed.[1]
How the technology works
The technology for the driverless tractor has been evolving since its beginnings in the 1940s. There are now[when?] several different approaches to building and programming the tractors.
Full autonomy
Currently, the majority of fully autonomous tractors navigate using lasers that bounce signals off several mobile transponders located around the field. These lasers are accompanied with 150MHz radios to deal with line-of-sight issues.[11] Instead of drivers, the tractors have controllers. Controllers are people that supervise the tractors without being inside them. These controllers can supervise multiple tractors on multiple fields from one location.
Driverless compact tractors perform fully autonomous spraying tasks at a Texas vineyard.
Another fully autonomous tractor technology involves using the native electrical (or CAN bus) system of the tractor or farm equipment to send commands. Using GPS positioning and radio feedback, automation software manages the vehicle's path and controls farming implements. A retrofit radio receiver and on-board computer are generally used to receive commands from the remote command station and translate it into vehicle commands such as steering, acceleration, braking, transmission, and implement control. Sensor technologies such as lidar improve safety by detecting and reacting to unforeseen obstacles.
At the 2022 Consumer Electronics Show, tractor manufacturer, John Deere announced the development of the first autonomous tractor designed to operate without a driver in the cab. The equipment will be added to the 8R 410 tractor and will include a total of 12 stereo cameras and an Nvidia GPU that can be controlled from a smartphone.[12]
Supervised autonomy
Tractors that function with supervised autonomy (automated technology, but with a supervising operator present)[2] use vehicle-to-vehicle (V2V) technology and communication. There is a wireless connection between the two tractors to exchange and share data. The leading tractor (with an operator) determines speed and direction which is then transmitted to the driverless tractor to imitate.[13]
Safety
The driverless tractor is considered controversial in terms of safety and public acceptance. A tractor operating without a driver makes some people nervous.[14] Creating technology that stays safe in all scenarios where failure could possibly occur takes a lot of programming and time.[15] In terms of motion detection, the tractors have sensors to stop them if they detect objects in their path such as people, animals, vehicles or other large objects.[16]
Manufacturers
There are several primary manufacturers that have been actively seeking to produce a marketable driverless tractor and have made strides toward substantial prototypes and mass production of their products. Current leading manufacturers are John Deere, Autonomous Tractor Corporation, Fendt and Case IH.[2][17][8]
John Deere
John Deere has had a strong influence on the development of automated farming technology. In early 2008, Deere and Company launched its ITEC Pro guidance product, an automated system based on global positioning technology which automates vehicle functions including end turns.[8] John Deere currently has a prototype in development. Rather than the use of lasers, the tractor uses two 6-inch dome antennas that receive signals from a global positioning satellite. Based on these satellite signals, the tractor follows a previously programmed route via an electronic map. These antenna are also for human operators to control the tractor if satellite signals have trouble penetrating buildings or heavy vegetation.[18]
Autonomous Tractor Corporation
In January 2012, Terry Anderson established a company called Autonomous Tractor Corporation (ATC) located in North Dakota. The SPIRIT driverless tractor is a product of ATC. Anderson thought tractors were getting bigger and more expensive while not improving in quality. He thus came out of retirement to create the SPIRIT. The tractors Anderson helped create were initially made to follow a main tractor (that has a driver) but are now moving towards independent functioning. Anderson tested half-scale models of his automated tractor design at his second home in Texas. He presented his model at the Big Iron Farm Show in September 2012.[17] Anderson stated that his goal is to build 25 units of his automated tractor in 2013 and sell them at a discount price for farmers to test.[9]
Fendt
Fendt, part of the AGCO corporation, has also been working on a driverless tractor. In 2011 in Hanover at the Agritechnica show, Fendt presented their driverless tractor model called the GuideConnect. The GuideConnect is a tractor programmed to mirror the movements of another tractor.[19] An operator-driven tractor maneuvers through a field or through crops and is followed by a driverless tractor. The driver-controlled leading tractor can avoid obstacles with the driverless tractor following its path.[2] Instead of focusing on a completely independent piece of technology, Fendt made GuideConnect to work together with operator-controlled machinery. GuideConnect is connected by satellite navigation and radio to the operator-driven tractor.[7]
Case IH
Case IH is a company created by the merging of J.I. Case Company and International Harvester. The company now operates under CNH Global, but the tractors are still branded Case IH. The driverless tractors produced by Case IH are referred to as "supervised autonomy."[2] A tractor driven by a person is followed by autonomous machinery which copies the steering and speed of the former tractor. There is an initial driver, but the autonomous technology is present in the second tractor. The two machines operate with V2V technology, which is vehicle-to-vehicle communication. In 2016, Case unveiled their latest autonomous concept, a cabless row crop tractor of the Magnum model that could operate autonomously.[20]
Tractor upgrade kits
Autonomous steering systems can also be added to non-driverless tractors to make them driverless.[21]
Bear Flag Robotics
Bear Flag Robotics builds autonomous technology for farm tractors. The business model is to procure the machines from the OEMS (John Deere, Case New Holland, Agco), outfit them with sensors, actuators and compute and then provide them to growers.[22][23]
Precision agriculture (PA) is a farming management strategy based on observing, measuring and responding to temporal and spatial variability to improve agricultural production sustainability. It is used in both crop and livestock production. Precision agriculture often employs technologies to automate agricultural operations, improving their diagnosis, decision-making or performing. The goal of precision agriculture research is to define a decision support system for whole farm management with the goal of optimizing returns on inputs while preserving resources.
A tractor is an engineering vehicle specifically designed to deliver a high tractive effort at slow speeds, for the purposes of hauling a trailer or machinery such as that used in agriculture, mining or construction. Most commonly, the term is used to describe a farm vehicle that provides the power and traction to mechanize agricultural tasks, especially tillage, and now many more. Agricultural implements may be towed behind or mounted on the tractor, and the tractor may also provide a source of power if the implement is mechanised.
A self-driving car, also known as an autonomous car (AC), driverless car, robotic car or robo-car, is a car that is capable of operating with reduced or no human input. Self-driving cars are responsible for all driving activities including perceiving the environment, monitoring important systems, and controlling the vehicle, including navigating from origin to destination.
Deere & Company, doing business as John Deere, is an American corporation that manufactures agricultural machinery, heavy equipment, forestry machinery, diesel engines, drivetrains used in heavy equipment, and lawn care equipment. It also provides financial services and other related activities.
Fendt is a German agricultural machinery manufacturer founded in 1930 by Xaver Fendt in Marktoberdorf, Allgäu region, Germany. Fendt manufactures tractors, combine harvesters, balers, telescopic handlers and row crop planters. It was purchased by AGCO Corporation in 1997.
Case IH is an American agricultural machinery manufacturer. It was created in 1985 when Tenneco bought selected assets of the agricultural division from International Harvester and merged it into its J.I. Case Company. Today Case IH is owned by CNH Industrial, an American-Italian corporation.
Vehicular automation involves the use of mechatronics, artificial intelligence, and multi-agent systems to assist the operator of a vehicle such as a car, lorries, aircraft, or watercraft. A vehicle using automation for tasks such as navigation to ease but not replace human control, qualify as semi-autonomous, whereas a fully self-operated vehicle is termed autonomous.
TerraMax is the trademark for autonomous/unmanned ground vehicle technology developed by Oshkosh Defense. Primary military uses for the technology are seen as reconnaissance missions and freight transport in high-risk areas so freeing soldiers from possible attacks, ambushes or the threat of mines and IEDs. The technology could also be used in civilian settings, such as autonomous snow clearing at airports.
An agricultural robot is a robot deployed for agricultural purposes. The main area of application of robots in agriculture today is at the harvesting stage. Emerging applications of robots or drones in agriculture include weed control, cloud seeding, planting seeds, harvesting, environmental monitoring and soil analysis. According to Verified Market Research, the agricultural robots market is expected to reach $11.58 billion by 2025.
A planter is a farm implement, usually towed behind a tractor, that sows (plants) seeds in rows throughout a field. It is connected to the tractor with a drawbar or a three-point hitch. Planters lay the seeds down in precise manner along rows. Planters vary greatly in size, from 1 row to 54, with the biggest in the world being the 48-row John Deere DB120. Such larger and newer planters comprise multiple modules called row units. The row units are spaced evenly along the planter at intervals that vary widely by crop and locale. The most common row spacing in the United States today is 30 inches.
Agricultural machinery relates to the mechanical structures and devices used in farming or other agriculture. There are many types of such equipment, from hand tools and power tools to tractors and the countless kinds of farm implements that they tow or operate. Diverse arrays of equipment are used in both organic and nonorganic farming. Especially since the advent of mechanised agriculture, agricultural machinery is an indispensable part of how the world is fed. Agricultural machinery can be regarded as part of wider agricultural automation technologies, which includes the more advanced digital equipment and robotics. While agricultural robots have the potential to automate the three key steps involved in any agricultural operation, conventional motorized machinery is used principally to automate only the performing step where diagnosis and decision-making are conducted by humans based on observations and experience.
Automated mining involves the removal of human labor from the mining process. The mining industry is in the transition towards automation. It can still require a large amount of human capital, particularly in the developing world where labor costs are low so there is less incentive for increasing efficiency. There are two types of automated mining- process and software automation, and the application of robotic technology to mining vehicles and equipment.
The National Robotics Engineering Center (NREC) is an operating unit within the Robotics Institute (RI) of Carnegie Mellon University. NREC works closely with government and industry clients to apply robotic technologies to real-world processes and products, including unmanned vehicle and platform design, autonomy, sensing and image processing, machine learning, manipulation, and human–robot interaction.
Experiments have been conducted on self-driving cars since 1939; promising trials took place in the 1950s and work has proceeded since then. The first self-sufficient and truly autonomous cars appeared in the 1980s, with Carnegie Mellon University's Navlab and ALV projects in 1984 and Mercedes-Benz and Bundeswehr University Munich's Eureka Prometheus Project in 1987. Since then, numerous major companies and research organizations have developed working autonomous vehicles including Mercedes-Benz, General Motors, Continental Automotive Systems, Autoliv Inc., Bosch, Nissan, Toyota, Audi, Volvo, Vislab from University of Parma, Oxford University and Google. In July 2013, Vislab demonstrated BRAiVE, a vehicle that moved autonomously on a mixed traffic route open to public traffic.
Cruise LLC is an American self-driving car company headquartered in San Francisco, California. Founded in 2013 by Kyle Vogt and Dan Kan, Cruise tests and develops autonomous car technology. The company is a largely autonomous subsidiary of General Motors. Following a series of incidents, it suspended operations in October 2023, and the CEO resigned in November 2023.
A self-driving truck, also known as an autonomous truck or robo-truck, is an application of self-driving technology aiming to create trucks that can operate without human input. Alongside light, medium, and heavy-duty trucks, many companies are developing self-driving technology in semi trucks to automate highway driving in the delivery process.
Built Robotics Inc. is a San Francisco, California, based vehicular automation startup that develops software and hardware to automate construction equipment. The company was founded in San Francisco in 2016 by Noah Ready-Campbell and Andrew Liang. The company’s primary product is the “Exosystem,” an aftermarket kit that adds autonomous robotic capabilities onto existing heavy equipment through a combination of GPS, cameras, and artificial intelligence technology.
The Hands Free Hectare (HFH) project was established in order to develop and showcase agricultural automation by completing the world's first fully autonomous cropping cycle. Based at Harper Adams University, Shropshire, UK, working in collaboration with Precision Decisions.
Regulation of self-driving cars, autonomous vehicles and automated driving system is an increasingly relevant topic in the automotive industry strongly related to the success of the actual technology. Multiple countries have passed local legislation and agreed on standards for the introduction of autonomous cars.
Electric tractors are tractors powered by electric vehicle batteries, or in the case of plug-ins, by an electric power cable.
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