Automated Car Braking System Using Neural Network System Via Labview Environment (original) (raw)
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Automated Car Braking System using Labview
— This paper intends to represent the development of Automated Car Braking System using fuzzy logic for parking purpose. This project will involve replacing usual car reverse warning system to one application which it will react to the obstacle range and stop the car when it close to obstacle. To realize this application, this project will use Labview simulation software to create the fuzzy logic controller and present the simulation output.
International Journal of Mechatronics, Electrical and Computer Technology, 2022
Human fault and recklessness of drivers especially in developing countries are mainly responsible for numerous road traffic accidents recorded in those countries. Many of these road accidents have led to injuries and loss of lives. Technological advancement has led to the development of autonomous braking system to aid drivers in avoiding collision with another car or obstacle. This has been further advanced with the development of driverless vehicles. In this article, Proportional Integral Derivative (PID) and an Artificial Intelligence (AI) based on Neural Network (NN) model for Automatic Braking System (ABS) is proposed. The inputs to the network are the distance from vehicle to an obstruction and the velocity while the force applied on the brake to bring the vehicle to a halt without hitting the obstruction is the output. The simulation results for the two techniques show that the vehicle was able to stop at a good and acceptable distance before the obstacle and at minimal time. It is therefore reasonable to state that the PID and especially NN based ABS are excellent at providing robust and safe braking and can be implemented to good effect.
Autonomous Braking System: for Automobile Use
MIST INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY, 2021
Road fatality and injury are a worldwide issue in the transportation industry. Road traffic accidents are becoming increasingly significant due to higher mortality, injury, and disability across the world, particularly in developing and transitional economies. Eighty-five percent of the total road traffic fatalities occur in developing nations, with Asia-Pacific accounting for roughly half of them. A variety of factors influence road safety, including technological, physical, social, and cultural factors. The purpose of this research was to design an autonomous braking system (AuBS). Using the Adaptive Neuro-Fuzzy Intelligent System (ANFIS), a DC motor, sensors, and SAuBS have been developed to customize the traditional hydraulic braking system. The genetic algorithm has been developed to simulate the fundamental characteristics of the automotive braking system. The AuBS system goal is to slow the car without the driver's help infrequent braking when the vehicle is moving at slo...
Implementation of Automatic Reverse Braking System on
— Automation technology have provided us with various systems that reduces the time and human error. particularly four wheelers are very difficult to drive in the reverse direction. As personally one is very careful about, otherwise damage being caused to the vehicle. In view of this to provide a proper guidance to the vehicle in reverse direction, means are provided. Presently the vehicle has alarm system for maintaining the safe distance between vehicle and object while moving in reverse direction. When the vehicle gets too close to the object, the alarm is triggered this warns the driver about an object. But this feature has many problems and is prone to human error. have e nha nced t he f acility by usi ng automa when an obstacle is close by. Therefore, in this paper we propose an " Automatic Reverse Braking system " to prevent collision by using sensors to detect obstacles. The " Automatic Reverse Braking system " will process the sensor data and control t vehicle to prevent accidents caused by careless driving or difficulty in detecting objects in reverse path. In this controlling logic is implemented on FPGA using Xilinx software. The system designed by VHDL keeps a distance between the object and vehicle to prevent accidents
Development of Automated Braking System for Collision Avoidance of Vehicles
International Journal of Vehicle Structures and Systems, 2018
The main objective of this paper is to develop an automated braking system to avoid frontal collision of the vehicle due to driver inattentiveness. The working model comprises of automated braking system which includes ultrasonic sensor, bike brake system, high torque motor, microcontroller, motor driver, battery, double acting cylinder and solenoid valves. An algorithm is proposed for automated braking system. The proposed working model is validated with experimental results. The ultrasonic sensor is validated for distance measurement and the sensor predicts the distance with an error of 3.31 percent.
Intelligent Braking System for Automobiles
In most urban areas of the world especially in India accidents related to transportation and automobiles cause a huge number of fatalities. This can be contributed to the poor infrastructure, lack of road etiquettes and almost nonexistence of measures to enforce laws of the road. On average, 1214 accidents take place every day in the country. The Intelligent braking system could play an important role in reduction in the number of accidents by a simple solution of governing the speed of the vehicles. It uses GPS coordinates to locate the present zones that are the most accident prone like schools and hospital areas. The vehicle entering to these zones will acquire the assigned speed limit by the activation of brakes.
IRJET, 2022
The braking machine was once designed and utilized on a auto to structure the riding technique protection the use of embedded machine design. Most of the accident happens due to the extend of the riding pressure to hit the brake, so in the course of this venture work braking gadget is developed detailed when it is energetic it can observe brake relying upon the component sensed by way of the ultrasonic sensor and velocity of car. Currently, cars are regularly outfitted with lively protection structures to reduce lower back the opportunity of accidents, many of which appear inside the city environments. The primary famous encompass Antilock Braking Systems (ABS), Traction Control and Stability Control. Of these structures hire differing types of sensors to continuously display the stipulations of the vehicle, and reply in an emergency situation. An sensible braking device includes an ultrasonic wave emitter furnished on the the front aspect of a car. A receiver is moreover positioned on the the front component of the automobile and getting a reflective ultrasonic signal. The mirrored wave (detected pulse) offers the hole between the issues and additionally the automobile and RPM counter offers velocity of car. The microcontroller is functioning to control the braking of the car supported the detection pulse statistics to push the foot lever and observe brake to the automobile remarkably for security purpose