一个受昆虫启发的模型,通过结合目标接近和避免碰撞来促进自主导航
Xuelong Sun1, Qinbing Fu1, Jigen Peng1
1School of Mathematics and Information Science, Guangzhou University, Guangzhou, 510006, China; Machine Life and Intelligence Research Centre, Guangzhou University, Guangzhou, 510006, China.
概括
这项研究介绍了一种由昆虫启发的新型自主导航算法. 它集成了目标寻找和避免碰撞,在动态环境中提供强大的机器人导航.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 生物启发的工程是生物启发的.
- 计算神经科学是一种计算神经科学.
背景情况:
- 自主导航对于机器人和动物来说至关重要.
- 昆虫导航为生物灵感解决方案提供了洞察力.
- 以前的研究往往侧重于单独寻找目标或避免碰撞.
研究的目的:
- 开发一种以昆虫为灵感的自主导航算法.
- 整合目标接近和避免碰撞的机制.
- 为了研究感觉电机闭环导航.
主要方法:
- 集成了一种用于目标寻找的汗蜜蜂路径集成 (PI) 模型.
- 嵌入了一种虫叶片巨型运动探测器 (LGMD) 模型,用于避免碰撞.
- 在模拟环境中执行导航任务的代理程序中实现算法.
主要成果:
- 该算法成功地引导代理人完成复杂的导航任务.
- 在静态和动态环境中表现出强大和高效的性能.
- 展示了全球和本地导航线索的有效整合.
结论:
- 拟议的算法是协调类似昆虫的导航机制的第一步.
- 这种综合方法增强了自主导航能力.
- 为未来的生物灵感机器人研究提供了基础.
相关概念视频
Collisions in Multiple Dimensions: Problem Solving
4.3K
In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
4.3K
Relative Motion Analysis using Rotating Axes-Problem Solving
425
Consider a crane whose telescopic boom rotates with an angular velocity of 0.04 rad/s and angular acceleration of 0.02 rad/s2. Along with the rotation, the boom also extends linearly with a uniform speed of 5 m/s. The extension of the boom is measured at point D, which is measured with respect to the fixed point C on the other end of the boom. For the given instant, the distance between points C and D is 60 meters.
Here, in order to determine the magnitude of velocity and acceleration for point...
Here, in order to determine the magnitude of velocity and acceleration for point...
425
Chemotaxis and Direction of Cell Migration
3.4K
Cells can detect chemical cues in their environment and reorganize the cytoskeleton to migrate toward them or away from them. This directional migration, called chemotaxis, is essential during embryogenesis and development, immune response, tissue repair and regeneration, and reproduction. These chemical cues can either attract or repel the cell's movement. For example, axon development is determined by a combination of chemoattractants and chemorepellents that direct the growing axon...
3.4K
Rolling Resistance: Problem Solving
385
Rolling resistance, also known as rolling friction, is the force that resists the motion of a rolling object, such as a wheel, tire, or ball, when it moves over a surface. It is caused by the deformation of the object and the surface in contact with each other, as well as other factors like internal friction, hysteresis, and energy losses within the materials. Rolling resistance opposes the object's motion, requiring additional energy to overcome it and maintain movement. In practical...
385
One-Degree-of-Freedom System
519
In mechanical engineering, one-degree-of-freedom systems form the basis of a wide range of electrical and mechanical components. Using these models, engineers can predict the behavior of various parts in a larger system, which gives them insight into how different forces interact with each other.
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
519
Chemotaxis in E. coli
41
Chemotaxis in Escherichia coli is a sensory-driven motility mechanism that enables bacteria to navigate chemical gradients, moving toward beneficial environments while avoiding harmful conditions. This process relies on a signal transduction system integrating external chemical cues with flagellar motor control.Chemoreceptors and Signal DetectionE. coli detects chemical gradients through methyl-accepting chemotaxis proteins (MCPs), which are membrane-bound chemoreceptors that sense attractants...
41


