Unmanned vehicle's control real-time method based on neural network and selection function

AN Daryina, IV Prokopiev - Procedia Computer Science, 2021 - Elsevier
The article deals with the problem of controlling an unmanned vehicle in real time. We
trained a convolution neural network (CNN) to display raw pixels from a single front camera …

Development of complex control system for the autonomous vehicle Niva

A Podoprosvetov, K Kiy, V Pavlovsky… - 2019 XXI International …, 2019 - ieeexplore.ieee.org
This research is devoted to the development of complex multi-level control system for robotic
vehicle Niva. This system implements computer vision algorithms for road lane recognition …

Neural controller of autonomous driving mobile robot by an embedded camera

H Omrane, MS Masmoudi… - 2018 4th International …, 2018 - ieeexplore.ieee.org
The purpose of this paper is to build an autonomous RC Car that uses Artificial Neural
Network (ANN) for control. It describes the theory behind the neural network and …

Road marking recognition with computer vision system

KV Ignatiev, EV Serykh… - 2017 IEEE II International …, 2017 - ieeexplore.ieee.org
In this paper road marking recognition based on computer vision technology is considered.
This system provides autonomous motion in public road of mobile robot that has kinematics …

A Supervised Learning Approach to An Unmanned Autonomous Vehicle

AKM Masum, MA Rahman, MS Abdullah… - … and Control Systems …, 2019 - ieeexplore.ieee.org
Human performance is prone to error in case of taking optimal decision on driving issues. It
is due to the lack of concentration or because of some faulty characteristics of human nature …

Parametric optimization of unmanned vehicle controller by PSO algorithm

AN Daryina, IV Prokopiev - Procedia Computer Science, 2021 - Elsevier
For an unmanned vehicle, in difficult conditions, when spatial constraints seriously narrow
the space of admissible states, the strategy of choosing a state space is more effective than …

A review on vision based control of autonomous vehicles using artificial intelligence techniques

SK Mishra, S Das - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
In recent years, there has been substantial research scope for Autonomous Unmanned
Ground Vehicles (AUGV) which is a burning topic for researchers and scientists. The …

Fast controling autonomous vehicle based on real time image processing

H Borhanifar, H Jani, MM Gohari… - … Conference on Field …, 2021 - ieeexplore.ieee.org
In this paper, a method for Autonomous Vehicle is presented based on real time image
processing. The system detects the road by sobel edge detection, and it recognizes the …

Realization of the Autonomous Driving System on the Experimental Vehicle

N Aliyev, MT Güzel, O Sezer - Academic Platform Journal of …, 2022 - dergipark.org.tr
Running control software on limited computing resources is considered one of the toughest
problems. In this study, an autonomous driving software has been developed that can safely …

Intelligent Control of Mobile Robot when Tracking a Moving Object

ON Sukhoruchkina… - Journal of Automation and …, 2019 - dl.begellhouse.com
The questions of the practical implementation of the mobile robot intelligent control in
dynamic environment when it performs a mission of tracking a moving object are …