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Braking distance algorithm for autonomous cars using road surface recognition

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TLDR
This research work describes and experiments the method for recognizing road surface profile and calculating braking distance, which when installed on normal cars can also be used to create a database of road surfaces, especially in cities, which can be shared with other cars.
Abstract
India is yet to accept semi/fully – autonomous cars and one of the reasons, was loss of control on bad roads. For a better handling on these roads we require advanced braking and that can be done by adapting electronics into the conventional type of braking. In Recent years, the automation in braking system led us to various benefits like traction control system, anti-lock braking system etc. This research work describes and experiments the method for recognizing road surface profile and calculating braking distance. An ultra-sonic surface recognition sensor, mounted underneath the car will send a high frequency wave on to the road surface, which is received by a receiver with in the sensor, it calculates the time taken for the wave to rebound and thus calculates the distance from the point where sensor is mounted. A displacement graph will be plotted based on the output of the sensor. A relationship can be derived between the displacement plot and roughness index through which the friction coefficient can be derived in Matlab for continuous calculation throughout the distance travelled. Since it is a non-contact type of profiling, it is non-destructive. The friction coefficient values received in real-time is used to calculate optimum braking distance. This system, when installed on normal cars can also be used to create a database of road surfaces, especially in cities, which can be shared with other cars. This will help in navigation as well as making the cars more efficient.

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Citations
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Journal ArticleDOI

Selecting Non-Line of Sight Critical Scenarios for Connected Autonomous Vehicle Testing

TL;DR: A novel method utilising a genetic algorithm for the selection of critical NLOS scenarios from the set of all possibleNLOS scenarios in a particular road environment is put forward.
Journal ArticleDOI

Virtual tests of robotic vehicle units for virtual commissioning

TL;DR: A dynamic model of the braking system of a robotic chassis is presented and the results of braking modes' virtual tests are shown, and the developed virtual test system is used to create a KAMAZ truck as part of a robotics system for agricultural vehicles.
Proceedings ArticleDOI

Improving Public Transport Efficiency in Mauritius using Artificial Intelligence and Internet of Things solutions

TL;DR: In this paper , a microcontroller-based system that uses real-time data from onboard camera and GPS to monitor the condition of the road and the bus speed is presented. And a web application is developed to process data uploaded by the system on the cloud to provide the passengers with the exact location of the buses on a map so that they can better plan their trip.
Proceedings ArticleDOI

Improving Public Transport Efficiency in Mauritius using Artificial Intelligence and Internet of Things solutions

TL;DR: In this paper , a microcontroller-based system that uses real-time data from onboard camera and GPS to monitor the condition of the road and the bus speed is presented. And a web application is developed to process data uploaded by the system on the cloud to provide the passengers with the exact location of the buses on a map so that they can better plan their trip.
References
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Journal ArticleDOI

Emergency Braking Control with an Observer-based Dynamic Tire/Road Friction Model and Wheel Angular Velocity Measurement

TL;DR: In this article, a control scheme for emergency braking of vehicles is designed, where the tire/road friction is described by a LuGre dynamic friction model, and the control system output is the pressure in the master cylinder of the brake system.
Journal ArticleDOI

A pulsed ultrasonic distance measurement system based upon phase digitizing

TL;DR: In this article, a pulsed ultrasonic distance measurement system (UDMS) for use in air is described, which is based upon the transmission of a binary-frequency shift-keyed (BFSK) signal followed by data acquisition and signal processing of phase-digitized information from the received signal.
Journal ArticleDOI

A review on control system architecture of a SI engine management system

TL;DR: An overview of the vital developments within the SI engine control system strategies is consolidated and reviews about some of the basic control modules in the engine management system.
Journal ArticleDOI

Trends and future perspectives of electronic throttle control system in a spark ignition engine

TL;DR: This work will discuss the trends followed in past and also proposes some of the future perspectives in the electronic throttle control process to provide an enhanced throttle response and drivability.
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A new stopping sight distance model for use in highway geometric design

TL;DR: This model is based on parameters describing driver and vehicle capabilities that can be validated with field data and defended as safe driving behavior and results in stopping sight distances, sag vertical curve lengths, and lateral clearances that are between the current minimum and desirable requirements and crest vertical curves that are shorter than current minimum requirements.
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