{"id":16446,"date":"2019-12-02T17:22:14","date_gmt":"2019-12-02T22:22:14","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/tracking-detecting-and-radar-systems-foundational-knowledge-for-autonomous-vehicle-engineering\/"},"modified":"2019-12-04T22:18:42","modified_gmt":"2019-12-05T03:18:42","slug":"tracking-detecting-and-radar-systems-foundational-knowledge-for-autonomous-vehicle-engineering","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16446","title":{"rendered":"Tracking, Detecting, and Radar Systems: Foundational Knowledge for Autonomous Vehicle Engineering"},"content":{"rendered":"<p><strong>Radar Systems<\/strong><\/p>\n<p>Lecture 1:<\/p>\n<p>What is RADAR? What does it stand for?<\/p>\n<p>What is Radio Detection and Ranging?<\/p>\n<p>What kind of signal does a radar sends?<\/p>\n<p>What is Electromagnetic signal? What is an Electromagnetic system?<br \/>\nSome details: <a href=\"https:\/\/imagine.gsfc.nasa.gov\/science\/toolbox\/emspectrum1.html\">https:\/\/imagine.gsfc.nasa.gov\/science\/toolbox\/emspectrum1.html<\/a> They are all around<\/p>\n<p>What are some of the applications of Radar?<\/p>\n<p>Can you use Target Discrimination using Radar?<\/p>\n<p>Is there any use of Radar in Fire Control? Air traffic control? How? Can you describe or explain?<\/p>\n<p>What is the use of radar in Law Enforcement and highway safety?<\/p>\n<p>Can radar be used for collision avoidance? How that might work?<\/p>\n<p>What is the use of Radar in autonomous vehicles? What are the pros and cons of Radar use in autonomous vehicles? <a href=\"https:\/\/blogs.nvidia.com\/blog\/2019\/04\/15\/how-does-a-self-driving-car-see\/\">https:\/\/blogs.nvidia.com\/blog\/2019\/04\/15\/how-does-a-self-driving-car-see\/<\/a><\/p>\n<p>What are the different types of Radars?<\/p>\n<p>Can you explain the difference among Monostatic, Bistatic, and Multistatic radars? Where and how they are appropriate to be used?<br \/>\nCan they be used alternatively?<br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/topics\/engineering\/multistatic-radars\">https:\/\/www.sciencedirect.com\/topics\/engineering\/multistatic-radars<\/a><\/p>\n<p>What is passive radar?<\/p>\n<p>What is Lidar? How does it compare with radar?<\/p>\n<p>What is the advantage of Monostatic radar over Bistatic and Multistatic radars?<\/p>\n<p>What are the advantages and disadvantages of Bi\/Multi-static radars? What are limitations? How can you relate them to Autonomous vehicles?<\/p>\n<p>For line of sight, what is better? Mono, Bi, Multi?<\/p>\n<p>For costs, what is better? Mono, Bi, Multi?<\/p>\n<p>For deployment, what is better? Mono, Bi, Multi?<\/p>\n<p>what is more complex? Mono, Bi, Multi?<\/p>\n<p>What is Radar Cross section? Who gets better Cross section? Mono, Bi, Multi? <a href=\"https:\/\/en.wikipedia.org\/wiki\/Radar_cross-section\">https:\/\/en.wikipedia.org\/wiki\/Radar_cross-section<\/a><\/p>\n<p>What is Covert Operation? <a href=\"https:\/\/www.sciencedirect.com\/topics\/computer-science\/covert-operation\">https:\/\/www.sciencedirect.com\/topics\/computer-science\/covert-operation<\/a><\/p>\n<p>What provides better Covert Operation? Mono, Bi, Multi, passive\/active?<\/p>\n<p>What are the types of sensors used by Radar systems? Think in terms of where they get the energy?<\/p>\n<p>What are differences between active sensor and passive sensor? In use cases, how do they differ? Can you give examples of their use? What will you use for autonomous vehicle applications? and Why?<\/p>\n<p>Which one provides better detectability? Which one has observable range? (Active or passive) any details? Can you relate in any direction?<\/p>\n<p>Give examples of other types of sensors? Considering how are they manufactured?<\/p>\n<p>What are the use of Optical\/IR sensors?<\/p>\n<p>What are the use of Acoustic sensors?<\/p>\n<p>What are the use of some other types of sensors?<\/p>\n<p>For applications such as Ground surveillance\/reconnaissance\/ID Laser Targeting, Night Vision, Space Surveillance, missile seekers what kind of sensors are used and why? (among Optical\/IR\/Acoustic)<\/p>\n<p>Is Sonar Optical or Acoustic or IR?<\/p>\n<p>For Blast Detection and Troop movement detection what types of sensors are used? Think: Optical, IR, Acoustic, Chemical, Biological, Radiological? Can you explain why?<\/p>\n<p>What does LiDAR use? Light or sound or something else?<\/p>\n<p>Does LiDar use antennas?<\/p>\n<p>What is CCD Optics? Who use CCD Optics? i.e. RADAR or LiDAR?<\/p>\n<p>What is more robust against interferences? LiDAR or Radar?<\/p>\n<p>What is the primary disadvantage of Lidar to be used in Autonomouse vehicles?<\/p>\n<p>Is refresh rate in Lidar high or low? Is that an advantage or disadvantage?<\/p>\n<p>What has longer range? LiDAR or Radar?<\/p>\n<p>What is an alternative technology than Lidar for Autonomous Vehicles? Think other than Radar? Is radar good anyway?<\/p>\n<p>Can you use cameras for Autonomous Vehicles as eyes\/for vision? If so what can be some of the advantages over Lidar? What are disadvantages?<br \/>\nCan cameras be really used ? Are they really used? If used, why are they used? If not, why not? What are the possible improvements (or required improvements) in Camera technologies to make them reliable? Do you think they are reliable now?<\/p>\n<p>Who can classify traffic signals more easily? Lidar or Cameras?<\/p>\n<p>Can Lidars see colors of the objects (detected)?<\/p>\n<p>What are some disadvantages of using Cameras for Autonomous Vehicles?<\/p>\n<p>Is it easy to extract information from Camera images? What about Lidar? why is that? Can you eliminate the limitations if any for any one of them? How? How can the information extraction be enhanced in either case?<\/p>\n<p>How do you get range\/distance information from Cameras? Can you use Lidar and Cameras together? How? Advantages, disadvantages? How will you fit (make them work together) the technologies in the car?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Radar Systems Lecture 1: What is RADAR? What does it stand for? What is Radio Detection and Ranging? What kind of signal does a radar sends? What is Electromagnetic signal? What is an Electromagnetic system? Some details: https:\/\/imagine.gsfc.nasa.gov\/science\/toolbox\/emspectrum1.html They are all around What are some of the applications of Radar? Can you use Target Discrimination &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16446\">Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1906,182],"tags":[],"class_list":["post-16446","post","type-post","status-publish","format-standard","hentry","category-radar-systems","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16447,"url":"http:\/\/bangla.sitestree.com\/?p=16447","url_meta":{"origin":16446,"position":0},"title":"Radar\/Lidar Detection and Self-Driving Agents","author":"Sayed","date":"December 2, 2019","format":false,"excerpt":"What are basic Radar functions? Whatever comes to your mind? Though the goal is not to find core radar applications; however, functions of radars that are used in the applications. What is the goal of the radar function named: Detection? Answer, in terms of signals Does radar take images of\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16448,"url":"http:\/\/bangla.sitestree.com\/?p=16448","url_meta":{"origin":16446,"position":1},"title":"Radar Details: Radars in relation to self-driving vehicles","author":"Sayed","date":"December 2, 2019","format":false,"excerpt":"Irrespective you see the term 'self-driving vehicles' or not: the answers to these questions are related to self-driving vehicles. What are the different types of Radars? What is a Pulse Radar? What is a Continuous Wave Radar? What is a Surveillance Radar? What is MTI-Moving Target Indication? What is a\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16462,"url":"http:\/\/bangla.sitestree.com\/?p=16462","url_meta":{"origin":16446,"position":2},"title":"Find answers to the questions to know more on Radar. Sure, you can apply the knowledge in sel-driving car engineering?","author":"Sayed","date":"December 5, 2019","format":false,"excerpt":"What is echo signal in radar? \"Noun. 1. radar echo - an electronic signal that has been reflected back to the radar antenna; contains information about the location and distance of the reflecting object. electronic signal - a signal generated by electronic means. Radar echo - definition of radar echo\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16456,"url":"http:\/\/bangla.sitestree.com\/?p=16456","url_meta":{"origin":16446,"position":3},"title":"Radar Equations","author":"Sayed","date":"December 4, 2019","format":false,"excerpt":"Describe\/Explain Radar operation? i.e. for example, how is radar used to detect an aeroplane? Show radar components and how they function to detect an aeroplane and how is the distance calculated https:\/\/www.explainthatstuff.com\/radar.html What is the equation to calculate the range to a target using Radar Systems. Use speed of light\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":17363,"url":"http:\/\/bangla.sitestree.com\/?p=17363","url_meta":{"origin":16446,"position":4},"title":"Deep Learning and Sensor Fusion for self-driving cars:","author":"Sayed","date":"August 27, 2020","format":false,"excerpt":"A Deep Learning-based Radar and Camera Sensor Fusion Architecture for Object Detection: https:\/\/www.youtube.com\/watch?v=JhF90n0fOnU Raw data fusion for safer autonomous driving https:\/\/www.youtube.com\/watch?v=sNaENlLZYSo Sensing technology for autonomous vehicles https:\/\/www.youtube.com\/watch?v=rkCFewFSXZ0 Autonomous Vehicle Technical Stack https:\/\/www.youtube.com\/watch?v=V8LA0_bb9LI Autonomous Vehicles https:\/\/www.youtube.com\/watch?v=GbDXsLW7gSQ *** . *** *** . *** . *** . *** Training Courses: http:\/\/Training.SitesTree.com Blog: http:\/\/Bangla.SaLearningSchool.com,\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":72808,"url":"http:\/\/bangla.sitestree.com\/?p=72808","url_meta":{"origin":16446,"position":5},"title":"A study on Radar Target Detection based on Deep Neural Networks","author":"Sayed","date":"February 15, 2022","format":false,"excerpt":"https:\/\/youtu.be\/xj5jOK0LqOU","rel":"","context":"In &quot;From Youtube Channel&quot;","block_context":{"text":"From Youtube Channel","link":"http:\/\/bangla.sitestree.com\/?cat=1952"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/xj5jOK0LqOU\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16446","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16446"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16446\/revisions"}],"predecessor-version":[{"id":16460,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16446\/revisions\/16460"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16446"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16446"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16446"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}