Lidar and Radar are two popular remote sensing technologies used for detecting and measuring the distance of objects. Lidar works by emitting a laser beam and measuring the time it takes for the reflected light to return to the sensor, while Radar uses radio waves to detect and locate objects. In this article, we’ll focus on the differences between Lidar and Radar. Lidar is more accurate and provides more detailed 3D mapping, while Radar is more versatile and can operate in a wider range of conditions. Both technologies have their own advantages and are used in a variety of applications.

Lidar vs. Radar: Comprehensive Comparison and Analysis

It takes a radar out of the ordinary to catch a drone in flight. It is even harder to detect a drone that is hovering in the same place, because it quickly disappears in the background noise. But a new radar system&mdash;developed by researchers from DTU Space in collaboration with the Danish company Terma&mdash;can do both and more to boot.The radar has a high resolution and a wide field of vision, and it can track many drones simultaneously. Drones are otherwise difficult to spot, because they can be tiny and come from all directions. Moreover, they are often made of plastic materials that do not reflect radar waves very well.&ldquo;There is a large market for detecting drones, for example in military contexts and at airports,&rdquo; says Professor J&oslash;rgen Dall from DTU Space, who heads the radar project. He also mentions the problems that the Swedish authorities have had with illegal drone flights. Especially at the beginning of 2022, drones were repeatedly observed over nuclear power plants, military areas, airports, and royal palaces.To avoid accidents at airports, protect critical infrastructure, and keep military secrets, etc., there are many places where drones are not allowed to fly. The first step towards combating illegal drone flying is to detect, track, and preferably also classify the drone. And here the new radar can help.<h2>Many antennas provide higher resolution</h2>In general, a radar works by emitting a microwave signal that is reflected by an object, and the echo is then picked up and compared with the outgoing signal. Knowing that the signal moves at the speed of light, it is easy to calculate the distance to the object. You just have to measure how long it has been under way.This is easy in theory, but it is more difficult in the real world, especially if you want to know not only the distance to an object, but also its exact position in three dimensions, as well as its speed. But here the researchers from DTU Space exploit the great advantage of having a radar which has not just one antenna that is used to send and receive signals, but instead a total of 16 antennas.The principle of using multiple antennas is called MIMO, which stands for multiple-input multiple-output. The principle is especially known from wireless communication, where the advantage is first and foremost to ensure a high bandwidth.Without MIMO technology in the latest WiFi standards and mobile networks (4G and 5G), the speed of data transfer to and from the laptop and mobile phone would be somewhat lower than it is today. The DTU researchers set out to examine whether the technology with multiple antennas can also be used to improve radar systems, and this turned out to be the case.<h2>Works without rotating</h2>&quot;With MIMO, we can see in all directions concurrently within a fairly wide angle range&mdash;for example 120 degrees&mdash;and we can get a good horizontal angle resolution in a relatively low-cost way without rotating the radar,&rdquo; says J&oslash;rgen Dall and continues:&ldquo;Our radar has eight transmitters and eight receivers. If all the transmitters sent the same signal at the same time, we would just get one large antenna sending a signal in a specific direction, but, instead, we make sure that the transmitters either send the same signal in a staggered manner or send different signals.&rdquo;&quot;Each of the eight signals is collected and separated from each other by all eight receivers, which gives us 64 virtual channels in total, even though we only have 16 physical channels.&rdquo;When a drone is hit by a signal from a transmitter, the signal is reflected back to all eight receivers, and&mdash;based on the timing of the echo&mdash;the distance and direction to the drone can be calculated. But with eight transmitters and receivers positioned in just the right way relative to each other, the position and speed of the drone can be determined much more accurately.<h2>Range may be increased</h2>If the drone is close, it even becomes possible to identify the type. So-called micro-doppler signatures&mdash;which are caused by the movements of the rotor blades&mdash;can reveal what type of drone it is.The radar project has been running since 2018 and has now resulted in a demonstration model that clearly shows that the concept works. Another MIMO radar is being built. The range of the prototypes is just 100 metres, because a longer range requires higher power, a transmission permit from the authorities, as well as somewhat more expensive amplifiers. Initially, the project focused on showing that the technology can be used, and the range can easily be increased in later versions.J&oslash;rgen Dall also emphasizes that MIMO radars can be used for other purposes than detecting small, flying objects. The primary purpose of the project is to conduct research into radar technology, and drone detection was an appropriate application in this connection.The project will continue with two PhD students attached and a third on the way, and it is primarily funded through a grant of DKK 5.8 million from the Thomas B. Thrige Foundation. If Terma chooses to continue with the technology for actual product development and commercialization of MIMO radars, it is possible that these systems will contribute to protection of airport security against threats from the ground as well as the air, as a competence extension to Terma&rsquo;s airport radars worldwide.

A new type of high-resolution radar developped at DTU Space looks in many directions concurrently. Photo: Lasse Lehmann, DTU.

Researchers from DTU Space have developed a new type of high-resolution radar that looks in many directions concurrently.

New radar system can detect drones

This is the first article in a <a href="https://www.wevolver.com/article/co2-sensors-are-an-iot-applications-must-have" rel="noopener noreferrer" target="_blank">6-part series</a> exploring the technologies enabling the cutting-edge IoT.&nbsp;&nbsp;More than twenty years after the introduction of the term &ldquo;Internet of Things&rdquo; (IoT), the world is gradually becoming connected by millions of sensors and devices. IoT devices are already used for better- and smarter living, saving costs and improving the quality of life.<style type="text/css" id="isPasted">
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</style>The market demand for smart devices and their applications is experiencing dynamic growth as more and more consumers are looking to leverage the comfort, energy efficiency, and security benefits of smart technologies. According to <a href="https://www.statista.com/statistics/976313/global-iot-market-size/" target="_blank">Statista market research the global IoT&nbsp;market</a> will be worth around 1.6 trillion US dollars by 2025.&nbsp;One of the factors that propels this market growth is the emerging wave of &ldquo;intuitive sensing&rdquo; applications, which enable humans to interact with smart devices in a more natural and seamless way than ever before. The deployment of intuitive sensing relies on a range of non-intrusive sensing systems, which endow IoT applications with novel perceptive capabilities. Intuitive sensing systems enable IoT applications to &ldquo;see&rdquo;, &ldquo;hear&rdquo;, &ldquo;smell&rdquo;, &ldquo;perceive&rdquo; and understand the surrounding environment. In this way, they open new horizons for IoT technology in a variety of areas such as smart homes, security and industry.<h2>Introducing Radar Sensors</h2>In the scope of IoT systems and applications, a radar sensor is a device that is capable of sensing and potentially tracking one or more objects. In contrast to other Radio Frequency (RF) based passive/active wireless sensor systems, radar sensors are active, i.e., they can send out pulses and receive their echoes. Radar technology makes it possible to estimate the target&rsquo;s speed, direction, and range (i.e., distance from the radar transmitter/receiver). Moreover, there are radar sensors that can detect small movements and even the presence of humans due to their high sensitivity towards the smallest motions.Overall, the key advantages of highly sensitive radar technology for IoT applications include:&nbsp;<ul><li>Small size: Radar sensors have a small footprint in the size of the overall IoT system. Therefore, they enable the development of IoT systems of relatively small size. Their small size boosts their unobtrusive operation so as not to disturb or distract users.</li><li>Robustness: &nbsp;Radar sensors work very well under different environmental or climate conditions. For instance, their operation is not essentially affected by variations in temperature or lighting conditions. &nbsp;</li><li>Product Design Flexibility: One of the key features of radar sensors is that they can be concealed under product covers, which increases the design and deployment flexibility for IoT products. Specifically, radars emit RF signals at high frequencies (e.g., 24GHz), which can pass through most materials (e.g., plastic, glass, and wood). Hence, they can provide accurate readings for objects behind walls or obstacles.&nbsp;</li><li>Sensitivity: &nbsp;Radar sensors can detect very small motions (e.g., breathing movements), which enables a host of interesting IoT use cases like sensing of human presence and of vital signs such as heartbeats.</li><li>Power efficiency: Radar sensors consume relatively little power and therefore allow for great battery life. Hence, they enable IoT applications with considerable autonomy and energy efficiency.</li></ul><h2>Benefits of Radar Sensors for Motion Detection</h2>Based on the above-listed properties, radar sensors can be used in many possible scenarios. However, their most common application is to detect movements and the presence (or absence) of targets such as people, vehicles, and animals. &nbsp;Motion detection is an important capability for many IoT applications, including security monitoring, energy management, human-computer interaction (e.g., gesture recognition), and medical monitoring i.e., tracking of heart and respiration rate.&nbsp;The technology traditionally used for motion detection is passive infrared (PIR) sensors. Passive infrared motion sensors have been commonly used for detecting people moving around a space. They have been around for decades and have become ubiquitous i.e., they can be found in lighting fixtures, security systems, and automatic doors, among other places.However, there are significant limitations associated with the deployment and use of PIR sensors, such as false alarms due to pets and other sources of infrared radiation in the environment, interference from other sources that operate on the same frequency range (e.g., TV remote control), limited sensing range and lack of directional information. Specifically, PIR sensors require a direct line of sight to detect motion, and their detection range is limited to the area directly in front of the sensor. Also, they usually require a significant movement in order to be triggered. For instance, it&rsquo;s quite common for users to wave their hand in front of a PIR sensor in order to ensure that a smart home command is understood. &nbsp;Radar technology alleviates the above-listed problems and limitations for motion detection. For example, radar sensors enable IoT applications to reliably tell the presence or absence of people in a room, independently of how fast and how much they are moving. Moreover, radar sensors are so precise that they can detect a human&#39;s breathing or heartbeat. This is not possible with PIR sensors that can only detect temperature changes caused by objects passing through their field of view.&nbsp;<h2>60GHz Radar Technology</h2>Radar sensors operate in different frequencies. A rich set of radar technologies operate at 24GHz with the bandwidth for FMCW (Frequency Modulated Continuous Wave) radar operations covering up to 250MHz within the regulated ISM (Industrial, Scientific, and Medical) band. This technology is extensively used in outdoor use cases, since it offers high detection range and is very robust to environmental influences (e.g., humidity).While the 24GHz band is limited to the ISM band, there is a 7GHz unregulated bandwidth available around 60GHz. Hence, 60GHz radar technology has been developed to help create more powerful applications and products, notably applications requiring large bandwidth operations and close proximity sensing applications. Specifically, 60GHz radar technology can detect motions and complex gestures at a finer level of granularity and with better accuracy than 24GHz technology. &nbsp;This makes 60GHz technology an ideal choice for use in applications like occupancy sensing, human tracking, and segmentation, materials classification, as well as monitoring of human vital signs at a distance. Moreover, the micro-motion detection capabilities of 60GHz radar technologies make it appropriate for the emerging wave of Augmented Reality (AR) and Virtual Reality (VR) applications that will empower the Metaverse. This is the reason why 60GHz radar chipsets are already being integrated into HMDs (Head Mounted Displays) by various manufacturers.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjUzMzkwMDYyMjk5LWxhdXJlbnMtZGVya3MtYkNkSXg1TGpyWW8tdW5zcGxhc2ggKDEpLmpwZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 788px;" class="fr-fic fr-dib">60GHz radar chipsets are already being integrated into HMDs (Head Mounted Displays) by various manufacturers.&nbsp;<h2>Radar Technology in Smart Home Applications</h2>Smart homes represent one of the fastest-growing segments of the IoT market. It is also the segment where radar technology acts as a catalyst for improving applications&rsquo; functionalities, accuracy, energy consumption, and cost. Specifically, the emerging availability of low-cost, low-power radar sensors enables a new generation of smart home applications ranging from enhanced security and safety through to improved convenience and comfort. Some of the most prominent examples of radar-enabled functionalities in smart homes include:<ul><li>Automatic Door Control: Radar sensors for intuitive sensing provide not only information on motion but also on approaching and departing movements. This can enable automatic door control applications, where doors open only if a target is continuously approaching, and not when other kinds of motion are detected.</li><li>Presence/Absence Detection: When equipped with radar sensors, smart devices can sense the presence or movement of people, which enables a wide range of optimization applications. For instance, when no one is present, a radar-based smart device can automatically switch to sleep mode and save energy.</li><li>Segmentation and Tracking: &nbsp;Radar sensors can add many smart functionalities to devices such as sound systems. For instance, sound systems could track the position of the listener and continuously optimize volume and sound parameters accordingly.</li><li>Elderly Care Systems: Radar technology enables the development of innovative elderly care applications. For instance, they empower bed-exit systems that can be used to tell if a person has got out of bed and not returned within a few minutes. Similarly, radar sensors enable chair exit systems that determine whether a person has left their chair and not returned within a certain time.</li><li>Heating Control Systems: Radars enable underfloor heating system control that determine whether someone is in the room, turning the heating on or off accordingly. &nbsp;In addition, they can track the distance and the position of a person in a room towards adjusting the fan speed as well as the direction of the blades of the room air conditioner unit. Such use cases improve the occupants&rsquo; comfort while boosting environment performance and sustainability.</li><li>Fall Detection: &nbsp;Radar-based systems can be used for fall detection. In this case, the radar is typically mounted on a wall or ceiling and is continuously emitting modulated signals. When a person falls, their body rotates, causing shifts in the reflected waves. The radar system can then detect these shifts and record them as a fall event.</li><li>Vital Signs Monitoring: Similar radar configurations can be also used to monitor breathing patterns and heart rates. Over time, this information can be used to detect deviations in the heartbeat pattern that could indicate cardiac arrhythmia or other problems. Heartbeat pattern detection enables a host of innovative lifesaving applications in the areas of infant care (e.g., identification of irregularities in heath rate) and elderly care.&nbsp;</li></ul>Most of these functionalities can be captured based on body movement at a distance, even in poor lighting conditions. Moreover, they are delivered in a non-intrusive manner for the home&rsquo;s occupants. The latter can move freely around the house without tripping false alarms from optical motion detectors mounted on walls or ceilings.&nbsp;<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjUzMzg5NDExMjc1LXJhZGFyIHZpdGFsIHNpZ25zLmpmaWYiLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 788px;" class="fr-fic fr-dib">Radar has applications in vital signs monitoring. Image credit:&nbsp;<a href="http://nature.com/articles/s41598-021-03069-2" rel="noopener noreferrer" target="_blank">Park.J et al.</a><h2>The Era of Intuitive Sensing</h2>Latest advances in radar technology open new opportunities for pervasive and user-friendly IoT applications. &nbsp;These opportunities lead to the era of intuitive sensing, which is characterized by simple, effortless, and natural interactions with all kinds of smart devices. Intuitive sensing is a powerful enabler of non-obtrusive applications that make our lives easier, safer, greener, and more efficient.&nbsp;<a href="https://www.infineon.com/cms/en/product/technology/intuitive-sensing/" target="_blank">Infineon is among the industry&rsquo;s leaders in intuitive sensing solutions</a> leveraging on its autonomous, small-sized, user-friendly radar solutions, which include both 24GHz and <a href="https://www.infineon.com/cms/en/product/sensor/radar-sensors/radar-sensors-for-iot/60ghz-radar/?utm_source=wewolver&utm_medium=referral&utm_campaign=202205_glob_en_pss_radar&utm_content=article&utm_term=radar_sensor#!trainings" target="_blank">60GHz solutions</a>. &nbsp;The company&rsquo;s XENSIV&trade; family of sensors includes a rich set of exceptionally precise radar sensors, which are the perfect fit for various customer applications in automotive, industrial, and consumer markets. In all these markets, XENSIV&trade; deployments deliver fast time-to-market and <a href="https://www.infineon.com/cms/en/about-infineon/energy-efficiency-technologies/smart-home-and-building/#!slider" target="_blank">significant energy efficiency</a>. As such they are a solid choice for improving deployers&#39; bottom lines while helping them achieve ambitious sustainability targets.Overall, recent advances in radar technology make it a powerful enabler of the next generation of accurate, user-friendly, and intuitive IoT applications that deliver great performance and handle environmental impact intelligently. In this context, IoT deployers and solution integrators cannot afford to ignore radar technology when designing and developing their applications.Learn more about Infineon&rsquo;s autonomous radar sensor for IoT applications in <a href="https://www.infineon.com/cms/en/product/promopages/mobile-world-congress/?redirId=179041&utm_source=wewolver&utm_medium=referral&utm_campaign=202205_glob_en_pss_radar&utm_content=article" target="_blank">this</a> on-demand radar webinar.This is the first article in a <a href="https://www.wevolver.com/article/co2-sensors-are-an-iot-applications-must-have" rel="noopener noreferrer" target="_blank">6-part series</a> exploring the technologies enabling the cutting-edge IoT.&nbsp;&nbsp;The second article&nbsp;<a href="https://www.wevolver.com/article/co2-sensors-are-an-iot-applications-must-have" rel="noopener noreferrer" target="_blank">provides a deep look at the role of Co2 sensors.&nbsp;</a>The third article looks at how&nbsp;<a href="https://www.wevolver.com/article/tof-3d-image-sensors-are-changing-the-way-we-engage-with-photography-and-mixed-reality" rel="noopener noreferrer" target="_blank">Time of Flight (ToF) sensors are used for this purpose and are changing the way we can interact with VR, and other video technologies.</a>The forth article looks at how&nbsp;<a href="https://www.wevolver.com/article/predictive-maintenance-using-smart-sensors-to-get-the-most-out-of-your-assets" rel="noopener noreferrer" target="_blank">industrial enterprises are moving to a new approach to asset management, namely predictive maintenance by leveraging powerful new sensors and data.</a>The fifth article explains&nbsp;<a href="https://www.wevolver.com/article/high-snr-microphones-are-transforming-laptops-into-all-round-communication-hubs" rel="noopener noreferrer" target="_blank">how MEMS microphones can deliver high-quality sound in an ultra-small form-factor.</a><h1 dir="ltr" id="isPasted">About the sponsor: Infineon Technologies </h1>Infineon Technologies AG is a world leader in semiconductor solutions that make life easier, safer and greener. Microelectronics from Infineon are the key to a better future. With around 50,280 employees worldwide, Infineon generated revenue of about &euro;11.1 billion in the 2021 fiscal year (ending 30 September) and is one of the ten largest semiconductor companies worldwide. To learn more click&nbsp;<a href="https://www.infineon.com/" rel="nofollow" target="_blank">here.</a><img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjUzMzg2MjMyOTI3LUluZmluZW9uIGJvdHRvbSBsb2dvLmpwZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 300px;" class="fr-fic fr-dib">

Article #1 of the Enabling IoT Series. "Intuitive sensing” applications enable humans to interact with smart devices in a more natural and seamless way.

Why Radar Sensors are Powerful Enablers for Intelligent IoT Applications

<h2 dir="ltr" id="isPasted">What is RADAR?</h2>The&nbsp;full form&nbsp;of&nbsp;RADAR&nbsp;is Radio Detection And Ranging. It is an umbrella term for any remote sensing device used to detect the presence, position, size and speed of objects with the help of radio waves.The development of RADARs was spread out over several years between the late 1800s and mid-1900s. Similar variations of the technology were developed independently by many countries around the same time. Hence, it is difficult to accredit the invention to an individual researcher or a group of researchers.&nbsp;Having said that, the contribution of Maxwell, Hertz, Marconi, Hülsmeyer and Watt is considered quite significant in the field.<h2>How does RADAR work?</h2>RADAR’s full form tells us that the technology is concerned with detecting objects with radio waves. Similar to how we see objects after they get illuminated by light with the help of our eyes, RADARs use a combination of transmitter and receiver to ‘see’ what’s around them.The transmitter emits the radio waves in the direction of the target in the form of continuous signals or intermittent pulses. The waves travel through the medium in which the RADAR system and the target is present until they finally hit the target and get reflected as an echo.The reflected waves travel back to their source and are detected by a receiver. This not only tells us that an object is present in the line of sight but also gives us an idea about how far it is. Since the speed of propagation of radio waves in various media is already known, by measuring the time delay between the transmission and reception of the radio waves, the distance between the source and target can be computed.Only a fraction of radio waves are picked up by the receiver as most of the energy is lost either during propagation or due to scattering. The is the reason why RADARs need a powerful transmitter, a sensitive receiver and a capable digital signal processor to function properly.&nbsp;<div class="fr-img-space-wrap"><img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjM1NTg1OTExMjIzLXJhZGFyX3N5c3RlbS53ZWJwIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" style="width: 300px;" class="fr-fic fr-dib">A functional block diagram of a RADAR system. Reproduced with permission from Richards, 2014 </div>In addition to finding out how far the objects are, RADARs can also be used to determine how fast the objects are moving towards or away from the signal source. When we transmit radio waves at an object that is moving towards us, the reflected radio waves tend to get compressed, causing an increase in their frequency. The effect is the opposite in case if the object is moving away from us. This phenomenon is known as the doppler effect and helps us calculate the speed of moving objects by observing a change in the frequency of radio waves during the process.Since the complete working of a RADAR is based on the measurement of time delay between sending and receiving the signal, it is critical for the transmitter and receiver to be in proper sync, which requires sophisticated control equipment.&nbsp;In practice, RADARs need to be designed after carefully considering the required resolution and range. Radio waves at high frequencies offer excellent resolution but are susceptible to attenuation and scattering, which limits their range. On the other hand, low-frequency radio waves have a higher range but have poor resolution. It’s a trade-off between range and resolution that engineers need to make based on the requirements of the particular application the design is being made for.&nbsp;<h2 dir="ltr" id="isPasted">Applications of RADAR</h2>A surprisingly large number of applications of RADARs exist. As the technology has been around for a long time now, it has become a reliable, economical, efficient and commonly available technology for detecting objects from a distance.Air Trafic Control: RADARs are used in both passenger aircraft and ground control stations for navigation purposes. The technology also warns the pilots and air traffic control about extreme or unfavourable weather conditions.Military applications: Fighter jets use RADAR to find out their altitude and detect the presence of any other physical structure or aircraft nearby. RADARs are also used in ships and submarines for navigation and the detection of mines.Applications in Automobiles: Autonomous vehicles use RADAR and other technologies like LIDAR and cameras as sensors to create a virtual 3D profile of their surroundings. Usually, high-frequency RADARs are used in cars as accuracy is the priority over range. These devices are the eyes of autonomous vehicles. To read more about the similarities and differences between LIDAR and RADAR, check out our article on <a href="https://www.wevolver.com/article/lidar-vs-radar-detection-tracking-and-imaging" target="_blank">LIDAR vs. RADAR: Detection, Tracking, and Imaging</a>. Alternatively, you can read our report on <a href="https://www.wevolver.com/article/2020.autonomous.vehicle.technology.report" target="_blank">Autonomous Vehicle Technology</a> to know about the latest trends in the autonomous vehicle industry.Speed cameras: On roads, RADAR speed cameras and handheld RADAR detectors can be used to keep the speed of vehicles in check.Apart from the applications mentioned above, RADARs are also extensively used in space research, weather forecasting, and numerous other remote sensing applications.&nbsp;Even though the applications of RADAR span several different systems of different sizes, the basic principle behind the working of the technology remains the same.<h2 dir="ltr" id="isPasted">Conclusion</h2>Back when RADAR systems were first developed, operating them was extremely complicated. The operator had to manually tune the operating frequency based on the environmental conditions to reduce the noise. The advancements in Artificial Intelligence and Digital Signal Processing have made it possible to automate a lot of things that previously required human intervention. Cognitive RADARs learn from their experiences to adapt to the environment and improve performance over time. Cognitive RADAR along with phased array RADARs are the future and among the hottest areas of research in signal processing.The advancements in RADAR and its integration with other notable detection technologies is all set to revolutionise remote sensing forever. This will open up a whole new world of possibilities and applications in various different fields of engineering.<hr><h2 dir="ltr" id="isPasted">References</h2>[1] Scheer, J. (2012). Principles of Modern Radar: Advanced Techniques, Volume 2. United Kingdom: Institution of Engineering and Technology.[2] Michael Parker, Chapter 16 - Radar Basics, Editor(s): Michael Parker, Digital Signal Processing 101, Newnes, 2010, Pages 191-200, ISBN 9781856179218, <a href="https://doi.org/10.1016/B978-1-85617-921-8.00020-1" target="_blank">https://doi.org/10.1016/B978-1-85617-921-8.00020-1</a>.[3] H. Zhu, Z. Zhu, F. Su and J. Zhang, "New Algorithms in Cognitive Radar," 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2018, pp. 1-4, doi: 10.1109/CISP-BMEI.2018.8633239.[4] Fenn, Alan &amp; Temme, Donald &amp; Delaney, William &amp; Courtney, William. (2000). The Development of Phased-Array Radar Technology. Lincoln Lab. J.. 12.

Find out the full form of RADAR, its working principle, applications, latest research topics and more in this brief article on one of the most widely used remote sensing technology.