Constant Angular Velocity Regulation for Visually Guided Terrain Following

04/04/2019
by   Huatian Wang, et al.
0

Insects use visual cues to control their flight behaviours. By estimating the angular velocity of the visual stimuli and regulating it to a constant value, honeybees can perform a terrain following task which keeps the certain height above the undulated ground. For mimicking this behaviour in a bio-plausible computation structure, this paper presents a new angular velocity decoding model based on the honeybee's behavioural experiments. The model consists of three parts, the texture estimation layer for spatial information extraction, the motion detection layer for temporal information extraction and the decoding layer combining information from pervious layers to estimate the angular velocity. Compared to previous methods on this field, the proposed model produces responses largely independent of the spatial frequency and contrast in grating experiments. The angular velocity based control scheme is proposed to implement the model into a bee simulated by the game engine Unity. The perfect terrain following above patterned ground and successfully flying over irregular textured terrain show its potential for micro unmanned aerial vehicles' terrain following.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/03/2023

Lidar based 3D Tracking and State Estimation of Dynamic Objects

State estimation of oncoming vehicles: Earlier research has been based o...
research
03/19/2019

Estimation of crowd density applying wavelet transform and machine learning

We conducted a simple experiment in which one pedestrian passed through ...
research
05/04/2023

Guidance Control Networks for Time-Optimal Quadcopter Flight

Reaching fast and autonomous flight requires computationally efficient a...
research
06/28/2023

Image-based Visual Servo Control for Aerial Manipulation Using a Fully-Actuated UAV

Using Unmanned Aerial Vehicles (UAVs) to perform high-altitude manipulat...
research
08/22/2021

Angular Velocity Estimation using Non-coplanar Accelerometer Array

Over the last few decades, Gyro-Free IMUs have been extensively research...
research
09/15/2023

A Real-time Faint Space Debris Detector With Learning-based LCM

With the development of aerospace technology, the increasing population ...

Please sign up or login with your details

Forgot password? Click here to reset