AutonomouStuff’s Post

Digital Radar, like Arbe and Lidar, are going to be deployed in INTELLIGENT INFRASTRUCTURE to enable a sensor fusion stack to address Vision Zero, Optimization, and Orchestration of mobility. Exceptional work has advanced the vehicle with sensors, software, computing, AI algorithms, and safety features. Time to get "Street Smart" and deploy INTELLIGENT INFRASTRUCTURE, the Roads of the 21st Century. National sovereignty and global productivity will go to the nation that deploys the INTELLIGENT INFRASTRUCTURE enabling Industry 4.0. Providing Broadband for All, Artificial Intelligence, Spatial Computing, Intelligent Transportation, Autonomous Systems, and advanced city services. Infrastructure investors and the Federal Infrastructure Bank will mobilize billions to underwrite Intelligent Infrastructure Economic Zones (IIEZ). https://lnkd.in/gWnJD877 The Economic Impact of INTELLIGENT INFRASTRUCTURE will be measured in the $billions and Save Lives. SH130 IIEZ: https://lnkd.in/dS_jF6mw Time to Build the Infrastructure for the next 100 years. Autonomy Institute https://buff.ly/3Tpl4Pk #infrastructure #radar #digitalradar  #lidar #sensorfusion #future  #digital  #innovation  #data  #people  #visionzero  #dataexchange

📍 Imagine you’re navigating to a place using GPS on your phone or your car’s in-built sat nav. Suddenly the map starts rerouting, asking you to take an unexpected left or right. As a driver, your instincts might tell you that something is wrong and you might dismiss the rerouting as a temporary malfunction of the GPS. However, this issue is more complicated for autonomous vehicles, which are susceptible to cyber-attacks by criminals who use low-cost equipment to spoof and override a GPS device’s original location. 🌐 🚘 How would ADAS systems respond to this kind of threat that could potentially provide false information about road conditions, traffic, or even obstacles? In this blog post, Ross van der Merwe, GNSS Engineer at FocalPoint breaks down what happens during a GPS cyberattack. https://lnkd.in/eGunz9cf #GPSspoofing #ADAS #VehicleSafety #assuredPNT

😵 During the #cleaning process, do you face the problem that the area to be cleaned is too large and the manual work is time-consuming and laborious? 🍃 This can be easily sloved by autonomous driving sweeper XG. Because its maximum cleaning efficiency can reach 4,000 square meters per hour, and it can last for 4-6 hours under normal working conditions. 😩 Do you encounter the problem of changing cleaning roads and narrow road widths? 🍃 This is not a problem for sweeper XG. It is completely unmanned, the sweeper is small and flexible, and can turn around flexibly on narrow roads. 🤝 #JTInnovationRobotics provides you with unmanned intelligent cleaning solutions. https://lnkd.in/gDgbUdtv #JTInnovationRobotics #hightech #smartcleaning #intelligentmanufacturing #XG #YZ #sweeper #scrubber #roadsweeper #autonomousdriving

Are radars usually known for bringing in False positives in autonomous driving? Not anymore!! I recently came across a game-changing advancement in radar systems by NPS (Neural Propulsion System), showcased at CES 2024, that’s set to transform the autonomous vehicle landscape. When the NPS software combines with wide-aperture multiband radar, the radar-based systems would also be able to see through physical barriers like vegetation and buildings, or even see around corners. “The NPS software, which relies on raw inputs from radar hardware, improves precision in automotive applications formerly only obtained through the addition of expensive Lidar sensors and without any weather-related or operational limitations,” co-founder and CEO Behrooz Rezvani NPS has achieved a resolution that’s more than 10 times better than standard systems. This difference in resolution is crucial for reliably detecting objects at greater distances, a key factor in ensuring the safety of autonomous vehicles. The system boasts a tenfold improvement in suppressing false positives. This improvement is vital in avoiding unnecessary or erroneous reactions from the vehicle. The radar system is capable of measuring both the Doppler shift and the range simultaneously, as opposed to the sequential measurements in other systems. This simultaneous measurement allows for quicker and more accurate detection of objects. What’s your take on this advancement? How do you think it will impact the future of self-driving technology? Let’s discuss! #AutonomousVehicles #SelfDrivingCars #TechInnovation #CES2024 #NPSRadar

Vehicle Detection with Ultralytics YOLOv8 and estimating the speed and distance to the specified point (bottom middle of the screen)⭐🔥 thanks Muhammad Rizwan Munawar 💚 ⭐ It depends a lot on fps and processor power 💡Usage: 🔲 Speed estimation: Using Ultralytics YOLOv8 you can calculate the speed of object using object tracking alongside distance and time data, crucial for tasks like traffic and surveillance. The accuracy of speed estimation directly influences the efficiency and reliability, making it a key component in the advancement of intelligent systems and real-time decision-making processes. 🔲 Efficient Traffic Control: Accurate speed estimation aids in managing traffic flow, enhancing safety, and reducing congestion on roadways. 🔲 Precise Autonomous Navigation: In autonomous systems like self-driving cars, reliable speed estimation ensures safe and accurate vehicle navigation. Enhanced Surveillance Security: Speed estimation in surveillance analytics helps identify unusual behaviors or potential threats, improving the effectiveness of security measures. I obtained the speed and distance manually with mathematical formulas without any modules, but I think there are problems in the units of speed and distance. I would be happy if someone could help.💚 GitHub👇 https://lnkd.in/d5C9iNfv #computervision #ai #deeplearning #yolov8 #trafficmanagement #autonomousvehicles #selfdrivingcars

My latest simulation of autonomous driving with Carla Simulator 🚗 In this simulatoin, I have used CarlaViz tool which can visualize the simulation data and status with a very simplistic and intuitive user interface. It shows the main information you need, all in one. 😎 One thing that I like about it is that you can decide what data to be shown: • road areas • intersections and junctions • cars and other objects • traffic light position and state • ego vehicle current speed/acceleration • Lidar/Radar information • sensors/camera information Feel free to comment/contact me if you are interested or have a question 📞 #autonomousvehicles #autonomousdriving #autonomous #selfdriving #carla #carsim #simulation #car #optimization #control #dynamics

Have you ever thought about the driver assistance systems in your car? They're the reason you're safer on the road and help save lives every day by preventing accidents. From autonomous driving to 360-degree environmental sensing, these technologies are the future of road safety. Intertek plays a crucial role in the development and testing of these technologies. From cameras and radar systems, to LIDAR technologies, we work with manufacturers to test and validate the latest safety and comfort features in their vehicles. Our evaluations contribute to driver assistance systems meeting the highest quality standards and making road traffic safer. We take pride in being an essential part of the Vision Zero – the vision of a future with accident-free driving. No matter where you're headed, Intertek Transportation Technologies is by your side, making your journey safe and comfortable. Learn more about our expertise and how it enhances your driving experience: https://lnkd.in/grnX8_MY #automotive #DriverAssistanceSystems #Safety #YoullBeAmazed

Unmanned vehicles have evolved significantly over the years.  Today, autonomous vehicles are tasked to maneuver through harsh terrains and environments and serve a multitude of functions or operations.  This compact vehicle required comparatively compact electronics and minimal bulk from cabling. Learn why Elmo Servo Drives were chosen to be the perfect fit https://lnkd.in/dpnDcbBk #servodrive #motioncontrol

Michigan is building the nation’s first smart highway. Initially, three miles of I-94 will have special sensors and communication equipment to track cars and help drivers with special alerts. The project is expected to be extended an additional 40 miles in phases. The smart highway works with a series of poles placed every 200 meters (about 655 feet) along the road that hold sensor pods, compute pods and communication equipment. There are also cameras along the highway that monitor every stretch of roadway and take images that are analyzed by AI and machine learning algorithms to identify hazardous driving conditions. Alerts are sent to MDOT and drivers connected to the roadway. So far, the system can only talk to autonomous or semi-autonomous vehicles but expects half of cars to have some level of autonomy by 2030. Full Article Here https://lnkd.in/gdBmxJjg #Michigan #infrastructure #technology #cleanenergy #autonomous #vehicle #travel

🚗🛣️ Teansparent Heater Technology: Emphasizing the Role of ADAS and ADS in Road Safety 🌟🔒 Advanced Driver Assistance Systems (ADAS) are pivotal in elevating safety measures, preventing accidents, and ensuring efficient transportation for both passengers and cargo. The continuous evolution of Autonomous Driving Systems (ADS) is anticipated to deliver even more substantial safety benefits, surpassing previous technologies. In the near future, automated vehicles powered by ADS might assume full driving responsibilities in scenarios where human intervention isn't feasible or preferred. The integration of these systems holds the potential to revolutionize transportation safety. Sensors play a critical role in ADAS/ADS technology, serving as the backbone for optimal vehicle performance. These sensors encompass a diverse range, including cameras, long and short-range radars, sonars, and Light Detection and Ranging (LIDAR). #ADAS #ADS #RoadSafety #AutonomousVehicles #SafetyTechnology #Sensors #TransportationSafety #FutureTech #Innovation #DriverAssistance #AutomotiveIndustry More Contents: Woongsik Dr. Su, MBA