Andrea Sorri’s Post

I'm thrilled to share my first published article, "Automative Video Compression for Remote Driving via Safety Considerations". This work delves into the intricate domain of video compression tailored for remote driving applications, employing the "Responsibility-Sensitive Safety" (RSS) model to ensure safety remains paramount. In an era where autonomous and remote driving technologies are advancing rapidly, efficient and reliable video transmission is critical. My article addresses this need by proposing a novel approach to video compression that doesn't compromise safety - a cornerstone of remote driving operations. For a detailed read and to explore the potential impact of this technology on the future of remote driving, access the full article at https://lnkd.in/dktRWrzh. #RemoteDriving #VideoCompression #AutomativeTechnology #SafetyFirst #Innovation #ResearchPublication

WEBINAR: Layer 2 Communication in Cellular Network Use Cases and Technology We have been talking about 5GLAN and TSN a lot, but maybe it has not been stated clearly enough that both features are based Layer 2 communication. In the fascinating world of private mobile networks, the future will based on Layer 2 other words Ethernet frames and we will explain you why and how. If you are working with private mobile networks this is the webinar you don't want to miss! https://www.iwpc.org/

Sensing the Rhythm of Adaptive Traffic Control, Rhythm Engineering a gov CIO Top 10 Intelligent Transportation Solution Provider Rhythm Engineering’s flagship product, In|Sync, is a real-time adaptive traffic control system that enables traffic signals to immediately adapt to traffic demand. Communities using In|Sync save up to 27 tankers worth of fuel, 33 years of time waiting in traffic, and millions of pounds of harmful emissions that amounts to a total economic benefit of up to $8 million every year. In|Sync solution has been leveraged by more that 1,865 intersections in 128 cities in 31 states – for creating better, safer traffic for American motorists. https://lnkd.in/g-_aEQQe

🚦📷 How can we calibrate roadside Pan-Tilt-Zoom CCTV Cameras for automated repositioning to GPS coordinates for ATMS Applications? In our new paper, we develop a novel methodology designed for easy, scalable implementation on large camera networks. We use aerial imagery and visual landmarks to calibrate CCTV cameras, enabling them to target repositions using any input GPS coordinate. Our study compares this new Camera-to-GPS (C_2_GPS) technique with a previous implementation of camera-to-mile marker (C_2_MM) technique on 80 cameras in the Indianapolis Metropolitan Area, targeting responding Safety Service Patrol vehicles. Key Findings: * C_2_GPS can be positioned to any possible view using only a single GPS point, whereas C_2_MM is limited to predefined views. * C_2_MM techniques had a 54% accuracy, while C_2_GPS techniques have had an observed 89% accuracy. While C_2_MM techniques are more straightforward, the trade-off is in accuracy, recalibration time, and initial calibration time. C_2_GPS techniques offer greater overall accuracy, shorter recalibration times, and faster initial calibrations but require more complex services to run. Our methodology provides critical advantages over C_2_MM techniques while maintaining a simple geometric model for scalable implementation. This study benefits TMC operators with TIM-related tasks by monitoring, repositioning, and sending alerts for detected incidents and emergency vehicles using telematics and connected vehicle data. Link to Open Access Paper: https://lnkd.in/gz74W8sh This work has been in collaboration with the Indiana Department of Transportation and Purdue University. Great teamwork from Jijo Mathew, Ph.D., Jairaj Desai, Ed Cox, Jim Sturdevant, PE, and Darcy Bullock! #Transportation #ITS #ConnectedVehicle #CCTV #Safety #RoadsideCameras #Planning #Traffic

Unlock the Power of Geofencing ✨🚛 With geofencing technology, we're helping improve the way fleet managers operate, bringing security, efficiency, and cost savings to your business. But what are the benefits of setting up geofencing zones? 🔒 Improved Security: Keep your assets safe with virtual boundaries around designated areas. Receive instant alerts for unauthorised vehicle usage or suspicious activity. 📍 Enhanced Fleet Visibility: Gain real-time insights into your fleet's whereabouts and optimise routes for maximum efficiency. Never lose track of a vehicle again! ⏱️ Increased Productivity: Streamline operations by monitoring driver behaviour and eliminating inefficiencies. 💰 Cost Savings: Say goodbye to unnecessary fuel expenses and maintenance costs. Geofencing helps you cut down on waste and maximise your bottom line. Ready to take your fleet management to the next level? Click the link to discover how geofencing can transform your business - https://bit.ly/3P2BsoO #FleetManagement #Geofencing #Innovation #Efficiency #VehicleTracking #Telematics #Quartix

From communication to remote sensing, smallsats are essential tools. The latest BryceTech SmallSats report unpacks their critical applications: https://bit.ly/2WeKYe9 #SpaceTech #BryceTech #Smallsats

Intelligent Traffic Systems are revolutionizing how local, state, and federal agencies manage and monitor traffic. These advanced systems offer a diverse range of applications, from comprehensive traffic monitoring to efficient license plate recognition, enhancing roadway safety and efficiency. Read more about the multifaceted uses and benefits of Intelligent Traffic Systems and how they are shaping the future of traffic management at the link below. https://lnkd.in/eVRx5PAj #trafficsystems #machinevision #imagingsensors

Here is 100m traffic flow radar demo test video. Traffic flow radar is developed to help to optimize the traffic control management and improve the transportation safety. By microwave monitoring and AI algorithm, the radar detection is featured high accuracy and reliability. It can monitor vehicle flow in real time to report the ID, distance, lane, speed and other information periodically. So it can be applied to detect the vehicle queue at crossroads and count the traffic flow. With integration to ANPR camera, it can be applied to monitor the highway and downtown intersection, lower down the traffic violation and improve the traffic efficiency. #Trafficradar #Speedradar #Trafficflow #Trafficmanagement #ANPRcamera https://lnkd.in/g_hMj4Hz

How is the new #Satellite-based #toll collection system different from #FASTag? Advantages, disadvantages and more

Excited to share my latest article featured in Critical Communication Sweden -how private 5G networks changes the game, delving deep into the transformative power of private 5G networks. While the article is in Swedish, it addresses the fundamental questions surrounding private 5G deployments: what, when, how, and why. In the rapidly evolving landscape of digitalization, understanding the dynamics of private 5G is paramount. #private5G #privat5G #5gisverige https://lnkd.in/gudkTfu9