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Presently, many enterprises and software developing company venture to establish the concept for engineering a self-driving car. Many research and studies over the years have found significant improvements in the development of aerial and land vehicle technology. Autonomous control techniques in drones, robots, and automobiles are seeing its future when combining the machine vision technology for implementing in the land and air vehicles or machine systems. Smart sensors are entangling in the machine vision world. In academics, the study in nano-electronics finds its use in automobiles to perform at high speed in the limited space of the vehicle compartment. Software advancement aspires to create a simulation platform to replace real-time testing, rewarding in its economic benefits. The time has arrived for automakers to further their development to automated control in the zero-emission vehicle. Nowadays, where computer control technology is becoming increasingly popular, the technological breakthrough has progressed to combine with computed technology for more precise and complete automation. Throughout the decades, many developments have evolved in automobile technology. Forging ahead, we can see electric cars making their way through their popularism, as well.

The new hybrid vehicles carry out their mission to roam the streets. On the road, diesel and gasoline engines-driven vehicles are diminishing gradually. Global warming has led to changes in the way we live. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication.
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in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The use of general descriptive names, registered names, trademarks, service marks, etc. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.

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ISBN 978-981-33-6686-2 ISBN 978-981-33-6687-9 (eBook) © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Tian Seng Ng School of Mechanical and Aerospace Engineering Nanyang Technological University Singapore, Singapore Automobile Standards (Courtesy of SAE International)ġ1 Deep Learning and Neural Network Algorithmsġ3.4 Transmission and Fuel Injection Moduleġ4.1 Vehicular Compliances and Expectations
