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This paper proposes an automatic, efficient and transparent driving-license test by tracking driving skills in an automated track or on an automated vehicle. A customized AVR-controller embedded system monitors IR proximity and ultrasonic sensors and uses IoT to send pass/fail results to higher RTO officers, reducing human intervention, improving accuracy, and supporting corruption reduction while enabling a paperless Driving Skill Evaluation System.",{"@graph":69,"@context":123},[70,84,106],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/automatic-driving-test-for-license-issue-paperless-driving-skill-evaluation-using-sensors-and-iot/295477/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/automatic-driving-test-for-license-issue-paperless-driving-skill-evaluation-using-sensors-and-iot/295477.png","ImageObject",300,407,{"name":92,"@type":93},"Liam","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-29","2026-09-18",true,{"@type":102,"interactionType":103,"userInteractionCount":105},"InteractionCounter",{"@type":104},"ViewAction",15,{"@type":107,"mainEntity":108},"FAQPage",[109,115,119],{"name":110,"@type":111,"acceptedAnswer":112},"What problem does the paper target in the current driving-license process?","Question",{"text":113,"@type":114},"It targets inconsistent licensing procedures that enable bribery and result in untrained drivers, lowering driving-test quality and increasing road accidents.","Answer",{"name":116,"@type":111,"acceptedAnswer":117},"How does the proposed system evaluate driving skills?",{"text":118,"@type":114},"It uses an AVR-based embedded system with IR proximity and ultrasonic sensors placed on the track or vehicle to assess driving performance during the test.",{"name":120,"@type":111,"acceptedAnswer":121},"How are test results communicated to authorities?",{"text":122,"@type":114},"IoT technology sends the test outcome (pass or fail) to higher RTO officers, reducing human involvement in the process.","https://schema.org",{"og:url":83,"og:type":125,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":127,"canonical":83},"index,follow",{"doc_id":129,"site_id":62},295477,1789719291,{"code":4,"msg":5,"data":132},{"doc_id":129,"user_id":133,"nickname":92,"user_avatar":134,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":135,"file_id":136,"file_url":137,"file_type":138,"file_size":139,"view_count":105,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":24,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":130,"read_time":144,"preview_page_count":4},8796095461564,"https://ap-avatar.wpscdn.com/davatar_155a257f0dc6eb9ab79c44ca47cae57d","Automatic Driving Test for License Issue  \nMohd. Zaheer Faizi1, Vishweshkumar Aithal2, Sneha Nargundkar3  \n1Student, Dept. of ECE, KLS Gogte Institute of Technology, Belagavi, Karnataka, India.  \n2,3Assistant Professor, Dept. of ECE, KLS Gogte Institute of Technology, Belagavi, Karnataka, India.  \n***  \n--------------------------------------------------------------------- ---------------------------------------------------------------------  \nAbstract -Nowadays, we can often see the rate of road accidents is increased leading to death of many people across India due to increased number of vehicles leading to traffic and unskilled drivers who have availed their licenses through manual test by paying bribe amount to Regional Transport Office (RTO) agents. Aim of this paper is to make the clear, efficient and the transparent test for any driver seeking the driving license, by tracking his driving skills during the driving test in an automated track or on an automated vehicle. The solution is developed by customizing AVR controller based embedded system to check the status of sensors (IR Proximity and Ultra-sonic sensors) placed on the track or on a driving vehicle and exploiting IoT technology to send result of the test (pass or fail) to higher RTO officers. The proposed solution for the automation of existing manual test process enables the elimination of human intervention and improves the driving test accuracy thereby going paperless, with Driving Skill Evaluation System. As a contribution to the society this innovative solution can overcome corruption and reduce the number of road accidents due to most accidents resulting from lack of planning, anticipation and control which are highly dependent on a person’s driving skills. Thus, from our proposed scheme we can implement an automatic driving test for license issue.  \nKey Words: Automatic Driving License, RTO, AVR Microcontroller, IoT.  \n1.INTRODUCTION  \nDespite continued efforts made by the different state governments in India, various international and national organizations continue to highlight the fatalities on the roads caused by inconsistent process of issuing driving licenses across India. The study conducted by the International Finance Corporation (IFC) indicates that the process of obtaining driving license in India is a distorted bureaucratic one. The independent survey conducted shows that close to 60 percent of license holders did not even have to take the driving license test and 54 percent of them were untrained to drive. The study conducted by IFC also shows that the driving license is in that category of public services that involves corruption of a direct demand and supply of bribes between citizens and bureaucrats. The study also indicates that the corruption is focused on agents that work as intermediaries between the officialsand citizens. This practice of agent-usage promotes corruption and subsequently results in higher payment for  \nlicenses, reduces driving test quality and this eventually results in unskilled drivers on road. Our proposed system, makes use of Internet of Things (IoT) technology coupled with sensors and embedded controllers to automate the driving test for the driving license issuing.  \n1.1 Motivation  \nIn the present scenario, the candidates who have applied for driving license have to appear for a theoretical examination and a practical examination. The theoretical examination evaluates the candidate’s knowledge on different traffic signs, traffic regulation and also the basic understanding of simple safety check before using a vehicle. Different ways are adopted for the conduct of theoretical examination. These are oral examination, question paper or computer-based examination. Theoretical examination is conducted before the practical examination. A pass in the theoretical examination is a prerequisite for the practical examination.  \nThe practical examination comprises of two tests namely off-road test and on-road test. The off-r","cbCairv3ZhSx7Cu8","https://ap.wps.com/l/cbCairv3ZhSx7Cu8","pdf",1657054,"English","# 1. INTRODUCTION\n## 1.1 Motivation\n## 1.2 Literature Review","[{\"question\":\"What problem does the paper target in the current driving-license process?\",\"answer\":\"It targets inconsistent licensing procedures that enable bribery and result in untrained drivers, lowering driving-test quality and increasing road accidents.\"},{\"question\":\"How does the proposed system evaluate driving skills?\",\"answer\":\"It uses an AVR-based embedded system with IR proximity and ultrasonic sensors placed on the track or vehicle to assess driving performance during the test.\"},{\"question\":\"How are test results communicated to authorities?\",\"answer\":\"IoT technology sends the test outcome (pass or fail) to higher RTO officers, reducing human involvement in the process.\"}]","Automatic Driving Test for License Issue - Paperless driving skill evaluation using sensors and IoT | PDF",13]