An Event Data Recorder (or EDRs) serves as a blackbox or an accident data recorder for automobiles to record information related to vehicle crashes or accidents. Almost all vehicles in the US manufactured from 2006 have been fitted with event data recorders. EDRs work by continuously recording data such as vehicle acceleration and speed at the time of impact, braking, airbag deployment, seat-belt status, steering angle etc. The
function of an EDR is to capture such events prior to an accident, at the time of the accident, and a few seconds after the accident. Usually audio and video data are excluded from EDRs. This serves as a history to determine the cause of an accident
either due to fault in the vehicle or external circumstance or driver error.
With the advent of compute engine SoCs that enable deep learning, object detection and tracking, and sensor fusion from sources such as camera, LiDAR, Radar, GPS, etc., it becomes imperative for an EDR to evolve in an autonomous self-driving system. The challenges faced range from not only capturing decisions, objects detected, position/navigation but also stitching a clear picture from sensors. All this has to be recorded synchronously in time along with system logs of various domain controllers such as Brake Control Unit, Steering Control unit, Vehicle Control Unit, Gateway, Digital Cockpit, and Autonomous control unit. The design challenges imposed by all this on an
embedded real-time system will be explored in this talk. Standardization of tools to extract and interpret EDR data either from the cloud or the blackbox will be discussed as well.
An Event Data Recorder (or EDRs) serves as a blackbox or an accident data recorder for automobiles to record information related to vehicle crashes or accidents. Almost all vehicles in the US manufactured from 2006 have been fitted with event data recorders. EDRs work by continuously recording data such as vehicle acceleration and speed at the time of impact, braking, airbag deployment, seat-belt status, steering angle etc. The
function of an EDR is to capture such events prior to an accident, at the time of the accident, and a few seconds after the accident. Usually audio and video data are excluded from EDRs. This serves as a history to determine the cause of an accident
either due to fault in the vehicle or external circumstance or driver error.
With the advent of compute engine SoCs that enable deep learning, object detection and tracking, and sensor fusion from sources such as camera, LiDAR, Radar, GPS, etc., it becomes imperative for an EDR to evolve in an autonomous self-driving system. The challenges faced range from not only capturing decisions, objects detected, position/navigation but also stitching a clear picture from sensors. All this has to be recorded synchronously in time along with system logs of various domain controllers such as Brake Control Unit, Steering Control unit, Vehicle Control Unit, Gateway, Digital Cockpit, and Autonomous control unit. The design challenges imposed by all this on an
embedded real-time system will be explored in this talk. Standardization of tools to extract and interpret EDR data either from the cloud or the blackbox will be discussed as well.
Software defined radio technology : ITB research activitiesDr.Joko Suryana
A.Introduction
1.From 1G to 5G
2.5G, from Device to Data Center
B.Programmable Networks
1.Software Defined Radio Technology
2.From Software-Defined Radio to Software-Defined Networking
3.Project Example : Princeton Univ : Software-Defined Cellular Core networks and New York Univ USA : SDN-controlled LTE using SDR
C.SDR Projects at LTRGM ITB
1.SDR for 5G Physical Layer Design
2.SDR for AESA Radar Receiver
3.SDR for Nanosatellite Ground Station
4.SDR for Communication and Identification for IFX
Drive Oregon Event: Connected Cars: The Future of TransportationForth
Drive Oregon's September 2013 event featured Dr. Robert Bertini speaking on the the benefits of "connected car" technology.
In December 2012, Governor Kitzhaber released the 10 Year Energy Plan, a bold roadmap forward aimed at reducing our state’s energy usage. Improving and expanding our state’s intelligent transportation system, which relies on “smart” or “connected” technology, was included in the plan as an integral step toward increasing the efficiency and safety of our roads.
Dr. Bertini's presentation gives a great overview of what the future of Oregon's roads will probably look like!
Hear about data science techniques used by the data science team at Pivotal Software to create predictive maintenance applications for connected vehicles
Hear about data science techniques used by the data science team at Pivotal Software to create predictive maintenance applications for connected vehicles
The Data Science behind Predictive Maintenance for Connected VehiclesEsther Vasiete
Transportation is undergoing as big a revolution as when the automobile was invented. Thanks to the convergence of constantly connected devices, advanced analytics, and artificial intelligence, this change incorporates some of the latest technologies and data science methods. This area is a huge opportunity with more than 600 companies and $17B in funding.
In this Meetup we’ll take a look into the analytics technologies and data science techniques used in a couple of connected transportation applications.
Alibaba Cloud’s ET City Brain - Empowering Cities to ThinkAlibaba Cloud
See webinar recording of this presentation at: https://resource.alibabacloud.com/webinar/live.htm?&webinarId=63
Get an overview of how ET City Brain utilizes comprehensive real-time city data to optimize public resources by instantly correcting defects in city operations. Leading to numerous breakthroughs in city management models, service models, and industrial development, ET City Brain provides an open and innovative platform that empowers industry partners and ISVs alike to build better business applications that can be used in tandem with ET City Brain.
Learn more about Alibaba Cloud’s different ET Brains:
https://www.alibabacloud.com/et
Software defined radio technology : ITB research activitiesDr.Joko Suryana
A.Introduction
1.From 1G to 5G
2.5G, from Device to Data Center
B.Programmable Networks
1.Software Defined Radio Technology
2.From Software-Defined Radio to Software-Defined Networking
3.Project Example : Princeton Univ : Software-Defined Cellular Core networks and New York Univ USA : SDN-controlled LTE using SDR
C.SDR Projects at LTRGM ITB
1.SDR for 5G Physical Layer Design
2.SDR for AESA Radar Receiver
3.SDR for Nanosatellite Ground Station
4.SDR for Communication and Identification for IFX
Drive Oregon Event: Connected Cars: The Future of TransportationForth
Drive Oregon's September 2013 event featured Dr. Robert Bertini speaking on the the benefits of "connected car" technology.
In December 2012, Governor Kitzhaber released the 10 Year Energy Plan, a bold roadmap forward aimed at reducing our state’s energy usage. Improving and expanding our state’s intelligent transportation system, which relies on “smart” or “connected” technology, was included in the plan as an integral step toward increasing the efficiency and safety of our roads.
Dr. Bertini's presentation gives a great overview of what the future of Oregon's roads will probably look like!
Hear about data science techniques used by the data science team at Pivotal Software to create predictive maintenance applications for connected vehicles
Hear about data science techniques used by the data science team at Pivotal Software to create predictive maintenance applications for connected vehicles
The Data Science behind Predictive Maintenance for Connected VehiclesEsther Vasiete
Transportation is undergoing as big a revolution as when the automobile was invented. Thanks to the convergence of constantly connected devices, advanced analytics, and artificial intelligence, this change incorporates some of the latest technologies and data science methods. This area is a huge opportunity with more than 600 companies and $17B in funding.
In this Meetup we’ll take a look into the analytics technologies and data science techniques used in a couple of connected transportation applications.
Alibaba Cloud’s ET City Brain - Empowering Cities to ThinkAlibaba Cloud
See webinar recording of this presentation at: https://resource.alibabacloud.com/webinar/live.htm?&webinarId=63
Get an overview of how ET City Brain utilizes comprehensive real-time city data to optimize public resources by instantly correcting defects in city operations. Leading to numerous breakthroughs in city management models, service models, and industrial development, ET City Brain provides an open and innovative platform that empowers industry partners and ISVs alike to build better business applications that can be used in tandem with ET City Brain.
Learn more about Alibaba Cloud’s different ET Brains:
https://www.alibabacloud.com/et
Embedded Fest 2019. Антон Волошин. Connected Mobility: from Vehicle to CloudEmbeddedFest
Vehicle connection with the outside world is one of the modern trends of automotive industry development. The key element of connected vehicle is telematics control unit (TCU). From the one hand telematics unit interacts with electronic control units (ECUs) in vehicle, such as Head Unit, Board Control Module, etc. over CAN or Automotive Ethernet, from the other hand – with the cloud services via modem and CDMA\GSM\LTE networks. TCU provides a wide range of useful features: remote commands, remote diagnostics, Wi-Fi hotspot, car positioning, online traffic and hazard information besides the basic emergency call functionality. Telematics essentials and architecture, as well as features implementation in detail, will be presented. Integration and homologation testing specifics will also be discussed.
Intelligent Highway Infrastructure for Planned EvacuationsMichele Weigle
Michele C. Weigle and Stephan Olariu, “Intelligent Highway Infrastructure for Planned Evacuations,” In Proceedings of the First International Workshop on Research Challenges in Next Generation Networks for First Responders and Critical Infrastructures (NetCri). New Orleans, LA, April 2007, pp. 594–599.
Vehicle Accident Reconstruction Based on Pc-crashIJRESJOURNAL
ABSTRACT: Accident reconstruction software Pc-crash was used in this paper to analyze and set
characteristic parameters. Pc-crash was taken as the simulation platform to construct the multi-rigid-body model
of people, two-wheel vehicle and four-wheel vehicle in the accident scene. Simulation of the cause, process and
the final location of the accident were conducted, which reconstruct the whole accident process to the most
degree. To illustrate the rationality of the process, a four-wheel vehicle two-wheel vehicle accident happened in
Shanghai was selected as an example to conduct the simulation and analysis. In this accident case, rational
utilization of the scene, valid data were collected for traffic accident identification to provide more effective
information.
Breakout Session 2: Strategies to Improve Truck Safety
2015 Traffic Safety Conference
by Dan Blower, Associate Research Scientist, ATLAS Center/University of Michigan Transportation Research Institute
D - Transportation Event Data Recorders SlidesRobert McElroy
Silde show for WREX 2000 dealing with Transportation Event Data Recorders. Slides address EDR use in aviation, rail, ship, pipeline and highway transportation modes and specific recnt developments in highway EDR.
Transportation Event Data Recorders paper presented at the World Accident Reconstruction Exposition WREX 2000. Paper addresses EDR use in aviation, rail, ship, pipeline and highway transportation modes and specific recent developments in highway EDR.
C - Retread Procedures for Commercial TiresRobert McElroy
Presentation sildes taken to document Commercial Tire Retreading class at Internation Tire and Rubber Association. In 2002 ITRA merged with TANA to form the current Tire Industry Association (TIA)
N - Motor Vehicle Accident Reconstruciton and Biomechanical PhysicsRobert McElroy
Technical paper addressing impact and collision forces incorporated into masters degree program dealing with biomechanical trauma for physicians conducted by Lynn University and the University of Miami Medical Center.
Core technology of Hyundai Motor Group's EV platform 'E-GMP'Hyundai Motor Group
What’s the force behind Hyundai Motor Group's EV performance and quality?
Maximized driving performance and quick charging time through high-density battery pack and fast charging technology and applicable to various vehicle types!
Discover more about Hyundai Motor Group’s EV platform ‘E-GMP’!
Symptoms like intermittent starting and key recognition errors signal potential problems with your Mercedes’ EIS. Use diagnostic steps like error code checks and spare key tests. Professional diagnosis and solutions like EIS replacement ensure safe driving. Consult a qualified technician for accurate diagnosis and repair.
Comprehensive program for Agricultural Finance, the Automotive Sector, and Empowerment . We will define the full scope and provide a detailed two-week plan for identifying strategic partners in each area within Limpopo, including target areas.:
1. Agricultural : Supporting Primary and Secondary Agriculture
• Scope: Provide support solutions to enhance agricultural productivity and sustainability.
• Target Areas: Polokwane, Tzaneen, Thohoyandou, Makhado, and Giyani.
2. Automotive Sector: Partnerships with Mechanics and Panel Beater Shops
• Scope: Develop collaborations with automotive service providers to improve service quality and business operations.
• Target Areas: Polokwane, Lephalale, Mokopane, Phalaborwa, and Bela-Bela.
3. Empowerment : Focusing on Women Empowerment
• Scope: Provide business support support and training to women-owned businesses, promoting economic inclusion.
• Target Areas: Polokwane, Thohoyandou, Musina, Burgersfort, and Louis Trichardt.
We will also prioritize Industrial Economic Zone areas and their priorities.
Sign up on https://profilesmes.online/welcome/
To be eligible:
1. You must have a registered business and operate in Limpopo
2. Generate revenue
3. Sectors : Agriculture ( primary and secondary) and Automative
Women and Youth are encouraged to apply even if you don't fall in those sectors.
What Does the PARKTRONIC Inoperative, See Owner's Manual Message Mean for You...Autohaus Service and Sales
Learn what "PARKTRONIC Inoperative, See Owner's Manual" means for your Mercedes-Benz. This message indicates a malfunction in the parking assistance system, potentially due to sensor issues or electrical faults. Prompt attention is crucial to ensure safety and functionality. Follow steps outlined for diagnosis and repair in the owner's manual.
"Trans Failsafe Prog" on your BMW X5 indicates potential transmission issues requiring immediate action. This safety feature activates in response to abnormalities like low fluid levels, leaks, faulty sensors, electrical or mechanical failures, and overheating.
𝘼𝙣𝙩𝙞𝙦𝙪𝙚 𝙋𝙡𝙖𝙨𝙩𝙞𝙘 𝙏𝙧𝙖𝙙𝙚𝙧𝙨 𝙞𝙨 𝙫𝙚𝙧𝙮 𝙛𝙖𝙢𝙤𝙪𝙨 𝙛𝙤𝙧 𝙢𝙖𝙣𝙪𝙛𝙖𝙘𝙩𝙪𝙧𝙞𝙣𝙜 𝙩𝙝𝙚𝙞𝙧 𝙥𝙧𝙤𝙙𝙪𝙘𝙩𝙨. 𝙒𝙚 𝙝𝙖𝙫𝙚 𝙖𝙡𝙡 𝙩𝙝𝙚 𝙥𝙡𝙖𝙨𝙩𝙞𝙘 𝙜𝙧𝙖𝙣𝙪𝙡𝙚𝙨 𝙪𝙨𝙚𝙙 𝙞𝙣 𝙖𝙪𝙩𝙤𝙢𝙤𝙩𝙞𝙫𝙚 𝙖𝙣𝙙 𝙖𝙪𝙩𝙤 𝙥𝙖𝙧𝙩𝙨 𝙖𝙣𝙙 𝙖𝙡𝙡 𝙩𝙝𝙚 𝙛𝙖𝙢𝙤𝙪𝙨 𝙘𝙤𝙢𝙥𝙖𝙣𝙞𝙚𝙨 𝙗𝙪𝙮 𝙩𝙝𝙚 𝙜𝙧𝙖𝙣𝙪𝙡𝙚𝙨 𝙛𝙧𝙤𝙢 𝙪𝙨.
Over the 10 years, we have gained a strong foothold in the market due to our range's high quality, competitive prices, and time-lined delivery schedules.
In this presentation, we have discussed a very important feature of BMW X5 cars… the Comfort Access. Things that can significantly limit its functionality. And things that you can try to restore the functionality of such a convenient feature of your vehicle.
5 Warning Signs Your BMW's Intelligent Battery Sensor Needs AttentionBertini's German Motors
IBS monitors and manages your BMW’s battery performance. If it malfunctions, you will have to deal with an array of electrical issues in your vehicle. Recognize warning signs like dimming headlights, frequent battery replacements, and electrical malfunctions to address potential IBS issues promptly.
Why Is Your BMW X3 Hood Not Responding To Release CommandsDart Auto
Experiencing difficulty opening your BMW X3's hood? This guide explores potential issues like mechanical obstruction, hood release mechanism failure, electrical problems, and emergency release malfunctions. Troubleshooting tips include basic checks, clearing obstructions, applying pressure, and using the emergency release.
What Exactly Is The Common Rail Direct Injection System & How Does It WorkMotor Cars International
Learn about Common Rail Direct Injection (CRDi) - the revolutionary technology that has made diesel engines more efficient. Explore its workings, advantages like enhanced fuel efficiency and increased power output, along with drawbacks such as complexity and higher initial cost. Compare CRDi with traditional diesel engines and discover why it's the preferred choice for modern engines.
What Does the Active Steering Malfunction Warning Mean for Your BMWTanner Motors
Discover the reasons why your BMW’s Active Steering malfunction warning might come on. From electrical glitches to mechanical failures and software anomalies, addressing these promptly with professional inspection and maintenance ensures continued safety and performance on the road, maintaining the integrity of your driving experience.
Things to remember while upgrading the brakes of your carjennifermiller8137
Upgrading the brakes of your car? Keep these things in mind before doing so. Additionally, start using an OBD 2 GPS tracker so that you never miss a vehicle maintenance appointment. On top of this, a car GPS tracker will also let you master good driving habits that will let you increase the operational life of your car’s brakes.
31. Time between collisions: 400 ms Rear-end collision Front-end collision Car to Car Collision Analysis Jan 13, 1953 Accelerometer data from center car.