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Development of an Autonomous Hand Tractor Platform for Philippine Agricultural Operations

机译:为菲律宾农业运营开发自主手扶拖拉机平台

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The growing population, low level of mechanization, and climate change puts major constraints onto food production in Philippines' agriculture. Aside from these, the younger generation are not choosing farming as a career, thus, there is a shortage of labour for farm work. These challenges therefore require innovative and practical solutions. Autonomous navigation as applied in agriculture plays a key role in the advancement of agricultural machineries. Development of agricultural robots became more accessible because of the availability of open source software and hardware. The objective of the research is to develop a platform for autonomous navigation by modifying a walking tractor. Arduino Mega 2560 was used as the main microcontroller and readily available GPS and compass module were used as navigation sensors. Waypoint following test and heading performance test were performed and the results show that the robot can navigate successfully with an inaccuracy of 2 meters from the desired path and a 4 degree RMS heading error was also recorded at a speed of 0.15 m/s. The results from this study can be used as a basis in developing simple autonomous robots which does not require high navigation accuracy such as delivering and carrying loads around the farm.
机译:人口的增长,机械化程度低和气候变化给菲律宾农业的粮食生产带来了主要限制。除此之外,年轻一代并没有选择以农业为职业,因此,从事农业工作的劳动力短缺。因此,这些挑战需要创新和实用的解决方案。在农业中应用的自主导航在农业机械的发展中起着关键作用。由于开放源代码软件和硬件的可用性,农业机器人的开发变得更加容易。研究的目的是通过修改步行拖拉机来开发用于自主导航的平台。 Arduino Mega 2560被用作主要的微控制器,而现成的GPS和指南针模块被用作导航传感器。进行了航点跟随测试和航向性能测试,结果表明,机器人可以成功地导航,距目标路径不超过2米,并且还以0.15 m / s的速度记录了4度RMS航向误差。这项研究的结果可作为开发简单的自主机器人的基础,该机器人不需要很高的导航精度,例如在农场周围运送和搬运货物。

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