Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
GNSS Jamming Detection, Localization and MitigationMarco Lisi
Presentation on "GNSS Jamming Detection, Localization and
Mitigation" at the Navigation, Surveillance and Signal Intelligence Roudtable, Warsaw, 11-12 March, 2015
Smart Work Zones – New ways of communicating with road users and managing wor...JumpingJaq
Smart Work Zones is a project that aims to provide real-time traffic and incident information to road users. It collects data from roadside devices, transmits it to an Internet of Things platform, and broadcasts messages via multiple channels. The objectives are to make travel faster and safer by delivering personalized and contextual messages. It is a pilot project being tested on the CityLink project with plans to expand statewide. The system is automated, reliable, portable, open access, and can integrate with other infrastructure. It is a partnership between VicRoads, WSP | Parsons Brinckerhoff, and Telstra to develop an innovative, scalable, flexible solution.
The Future Development of Traffic Signals and the Impact of Autonomous VehiclesJumpingJaq
This document discusses the future development of traffic signals and the impact of autonomous vehicles. It begins with a brief history of traffic signal technology and then discusses where the technology is now. It explores current signal developments including vehicle-to-vehicle and vehicle-to-infrastructure communications. The document suggests that autonomous vehicles will require advanced sensor systems to identify all aspects of intersections and that future traffic signals may provide signal timing information to connected vehicles to increase efficiency.
Satellite IoT and M2M Difference: A Customer PerspectiveOmar Qaise
Many satellite operators and solutions providers mix the concepts of M2M and IoT. This presentation is a brief look at the difference from Oil & Gas customers perspective
Vehicular radar and communication are the two primary means of using radio frequency (RF) signals in transportation systems. Automotive radars provide high-resolution sensing using proprietary waveforms in millimeter wave (mmWave) bands and vehicular communications allow vehicles to exchange safety messages or raw sensor data. Both the techniques can be used for applications such as forward collision warning, cooperative adaptive cruise control, and pre-crash applications.
GNSS Jamming Detection, Localization and MitigationMarco Lisi
Presentation on "GNSS Jamming Detection, Localization and
Mitigation" at the Navigation, Surveillance and Signal Intelligence Roudtable, Warsaw, 11-12 March, 2015
Smart Work Zones – New ways of communicating with road users and managing wor...JumpingJaq
Smart Work Zones is a project that aims to provide real-time traffic and incident information to road users. It collects data from roadside devices, transmits it to an Internet of Things platform, and broadcasts messages via multiple channels. The objectives are to make travel faster and safer by delivering personalized and contextual messages. It is a pilot project being tested on the CityLink project with plans to expand statewide. The system is automated, reliable, portable, open access, and can integrate with other infrastructure. It is a partnership between VicRoads, WSP | Parsons Brinckerhoff, and Telstra to develop an innovative, scalable, flexible solution.
The Future Development of Traffic Signals and the Impact of Autonomous VehiclesJumpingJaq
This document discusses the future development of traffic signals and the impact of autonomous vehicles. It begins with a brief history of traffic signal technology and then discusses where the technology is now. It explores current signal developments including vehicle-to-vehicle and vehicle-to-infrastructure communications. The document suggests that autonomous vehicles will require advanced sensor systems to identify all aspects of intersections and that future traffic signals may provide signal timing information to connected vehicles to increase efficiency.
Satellite IoT and M2M Difference: A Customer PerspectiveOmar Qaise
Many satellite operators and solutions providers mix the concepts of M2M and IoT. This presentation is a brief look at the difference from Oil & Gas customers perspective
Vehicular radar and communication are the two primary means of using radio frequency (RF) signals in transportation systems. Automotive radars provide high-resolution sensing using proprietary waveforms in millimeter wave (mmWave) bands and vehicular communications allow vehicles to exchange safety messages or raw sensor data. Both the techniques can be used for applications such as forward collision warning, cooperative adaptive cruise control, and pre-crash applications.
ASFINAG oversees Austria's 2,200 km of roadways and more than a decade ago implemented a visionary plan to build a fiber-optic network connecting over 70,000 sensors and 6,500 traffic cameras to monitor traffic and road conditions. Using Cisco technology including routers, switches, and IPICS for communications, ASFINAG has created a nationwide intelligent transportation system that provides live updates on traffic to drivers and emergency responders.
Presentación a cargo de Sara Gutiérrez, de GMV, en el 33er Encuentro de la Economía Digital y las Telecomunicaciones organizado por AMETIC y Santander Empresas en colaboración con la UIMP
The implications of a space-enabled mobility revolutiontechUK
Presented by Mark Stead, Director of Sales at the Transport Research Laboratory (TRL) in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Workshop on Vehicular Networks and Sustainable Mobility Testbed - Susana sarg...Future Cities Project
Susana Sargento discusses connecting 1 billion vehicles to the internet and each other through vehicular networks. She envisions a global network of connected vehicles that can expand wireless coverage, enable the internet of things, and improve urban life. Vehicles would act as WiFi hotspots using existing infrastructure and vehicle-to-vehicle communication to share real-time and non-time sensitive data. This could offer free WiFi on public transport to increase ridership while reducing emissions, and collect city-wide sensor data from vehicles to increase safety and efficiency of municipal services. The city of Porto has over 600 vehicles in its vehicular network pilot to transmit sensor information for applications like smart mobility, transportation, and urban planning.
IoT, Smart Mobility and the need for PositioningtechUK
Presented by Jacopo Ovarelli, External Consultant for European GNSS Agency (GSA) in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Workshop on Vehicular Networks and Sustainable Mobility Testbed - Alexandre s...Future Cities Project
The document discusses ecosystems in cities and vehicular networks. It covers building infrastructure with budget limitations by reusing existing resources and layering new additions. The value is seen as coming from vehicles and transportation, not just the network itself. An open API and creative commons licensing are suggested to enable others to build on the system. Security, privacy, assumptions, and intuition traps in development are also addressed. Simplicity is emphasized through examples.
Technology, telehealth, and more appropriately aligned patient navigation can help emergency medical services to be more efficient. Also, how can we get better use of Automatic External Defibrillators (AEDs) using new technologies? How can we inform citizens about where to find an AED and how to use it? You will hear from experts on these matters in this session.
Chair: Dieter Nuessler, Vice President, EENA
This document discusses BlackBox GPS Technologies (OPC) Pvt Ltd, a pioneer in GPS vehicle tracking solutions in India. It summarizes BlackBox's features and expertise in developing GPS technology solutions over 15+ years for fleet management, construction, waste management, and more. It also outlines BlackBox's plans to develop a handheld device that operates without cellular networks by transferring data via satellite with guidance from ISRO.
CommTech Talks: Vehicle-to-Vehicle Communications in LTE and beyondAntonio Capone
This document discusses vehicle-to-vehicle communications and intelligent transportation systems. It covers topics like using LTE technology for connected vehicles, cooperative intelligent transportation systems using vehicle-to-everything communications, and standards being developed by groups like 3GPP, ETSI, and IEEE. Examples of potential services are discussed, like safety notifications, traffic management, and automated or connected driving features. Key challenges are ensuring reliable direct communication between vehicles regardless of network coverage.
Romeo Durscher is the Director of Public Safety Integration at DJI. Between 2015-2017 (Phase 1), DJI partnered with EENA to produce recommendations on using drones in emergency services through analysis of legal, operational, and privacy issues. Phase 1 lessons showed drones could be useful for more than just incidents and need additional sensors and ruggedness. Phase 2 plans clinical trials in search and rescue and fire to collect validated data on drone impact and better integrate drone data into incident response.
Space for Smarter Government Programme (SSGP)techUK
Presented by Sara Huntingdon, Space for Smarter Government Programme Manager, UK Space Agency in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Aviat Networks is a leading provider of wireless connectivity and transport solutions for applications such as public safety, utilities, transportation, schools/enterprises, and financial services. It designs, deploys, and helps visualize wireless networks using microwave and fiber equipment and provides network operations center services for telecommunications providers.
How the space and non-space communities can engage for mutual benefittechUK
The document discusses how the space and non-space communities can engage for mutual benefit. It provides an overview of the European Space Agency's (ESA) European Centre for Satellite Applications and Telecommunications (ECSAT) and its activities in areas like telecommunications, earth observation, exploration, and business incubation. ECSAT aims to develop commercial space-based products and services and spin space technologies off into other sectors. The document also summarizes several ESA programs that support industry competitiveness and public-private partnerships, including ARTES for telecommunications and IAP for integrated applications. It provides examples of how satellite communications and earth observation data can benefit sectors like transportation, climate monitoring, and mobile networks. The document advocates for more collaboration between
Space & Satellite News Updates – 7th July 2015techUK
Oneweb is raising $500 million to build 900 satellites for global internet access via low Earth orbit broadband by 2019. Airbus will build the satellites, with 65 launches including some from Virgin Galactic and Arianespace rockets.
The Project Mustang partnership aims to provide worldwide IoT coverage combining satellite links using a small dedicated terminal communicating through 868/915MHz bands to SIGFOX's terrestrial network.
Terran Orbital is launching small satellites at 600km to provide cheap data connections for battery-powered sensors, having applications for disaster relief, agriculture, and military vehicle/troop tracking.
The BATS project combines terrestrial ADSL, mobile and satellite systems through an intelligent gateway to provide over
Ingenious - Smart cities experience and data exploitationPeter Lindgren
3 real world examples of how data can deliver efficiencies in the operation of our cities - sometimes in unexpected ways. A presentation by Paul Putland, delivered at the Catch! Transport Systems Innovation Workshop.
Introduction to the connected vehicle imsa 2015 annual conferenceJim Frazer
This document provides an overview of connected vehicle technology. It begins with learning objectives about understanding the connected vehicle program, technologies, and key issues. It then defines connected vehicles as enabling wireless connectivity among vehicles, infrastructure, and devices to improve safety, mobility, and environmental impacts. The document discusses the history and evolution of the connected vehicle program in the US. It outlines several connected vehicle pilot programs focused on safety and mobility applications. Finally, it provides details on connected vehicle technologies including dedicated short range communications and cellular communications.
Role of Satellite Technology in Supporting Connectivity to Vehicles - IntelsattechUK
Connected vehicles will rely on both terrestrial and satellite connectivity to function. Satellite connectivity will be especially important for covering rural areas not served by terrestrial networks. Intelsat is working with partners to provide satellite connectivity solutions for connected vehicles, including GEO and LEO coverage, multicast solutions, small antennas, and providing 1TB per month of data. Intelsat is conducting trials in Europe to develop regulatory standards and demonstrate satellite-enabled connectivity for intelligent transportation.
ASFINAG oversees Austria's 2,200 km of roadways and more than a decade ago implemented a visionary plan to build a fiber-optic network connecting over 70,000 sensors and 6,500 traffic cameras to monitor traffic and road conditions. Using Cisco technology including routers, switches, and IPICS for communications, ASFINAG has created a nationwide intelligent transportation system that provides live updates on traffic to drivers and emergency responders.
Presentación a cargo de Sara Gutiérrez, de GMV, en el 33er Encuentro de la Economía Digital y las Telecomunicaciones organizado por AMETIC y Santander Empresas en colaboración con la UIMP
The implications of a space-enabled mobility revolutiontechUK
Presented by Mark Stead, Director of Sales at the Transport Research Laboratory (TRL) in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Workshop on Vehicular Networks and Sustainable Mobility Testbed - Susana sarg...Future Cities Project
Susana Sargento discusses connecting 1 billion vehicles to the internet and each other through vehicular networks. She envisions a global network of connected vehicles that can expand wireless coverage, enable the internet of things, and improve urban life. Vehicles would act as WiFi hotspots using existing infrastructure and vehicle-to-vehicle communication to share real-time and non-time sensitive data. This could offer free WiFi on public transport to increase ridership while reducing emissions, and collect city-wide sensor data from vehicles to increase safety and efficiency of municipal services. The city of Porto has over 600 vehicles in its vehicular network pilot to transmit sensor information for applications like smart mobility, transportation, and urban planning.
IoT, Smart Mobility and the need for PositioningtechUK
Presented by Jacopo Ovarelli, External Consultant for European GNSS Agency (GSA) in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Workshop on Vehicular Networks and Sustainable Mobility Testbed - Alexandre s...Future Cities Project
The document discusses ecosystems in cities and vehicular networks. It covers building infrastructure with budget limitations by reusing existing resources and layering new additions. The value is seen as coming from vehicles and transportation, not just the network itself. An open API and creative commons licensing are suggested to enable others to build on the system. Security, privacy, assumptions, and intuition traps in development are also addressed. Simplicity is emphasized through examples.
Technology, telehealth, and more appropriately aligned patient navigation can help emergency medical services to be more efficient. Also, how can we get better use of Automatic External Defibrillators (AEDs) using new technologies? How can we inform citizens about where to find an AED and how to use it? You will hear from experts on these matters in this session.
Chair: Dieter Nuessler, Vice President, EENA
This document discusses BlackBox GPS Technologies (OPC) Pvt Ltd, a pioneer in GPS vehicle tracking solutions in India. It summarizes BlackBox's features and expertise in developing GPS technology solutions over 15+ years for fleet management, construction, waste management, and more. It also outlines BlackBox's plans to develop a handheld device that operates without cellular networks by transferring data via satellite with guidance from ISRO.
CommTech Talks: Vehicle-to-Vehicle Communications in LTE and beyondAntonio Capone
This document discusses vehicle-to-vehicle communications and intelligent transportation systems. It covers topics like using LTE technology for connected vehicles, cooperative intelligent transportation systems using vehicle-to-everything communications, and standards being developed by groups like 3GPP, ETSI, and IEEE. Examples of potential services are discussed, like safety notifications, traffic management, and automated or connected driving features. Key challenges are ensuring reliable direct communication between vehicles regardless of network coverage.
Romeo Durscher is the Director of Public Safety Integration at DJI. Between 2015-2017 (Phase 1), DJI partnered with EENA to produce recommendations on using drones in emergency services through analysis of legal, operational, and privacy issues. Phase 1 lessons showed drones could be useful for more than just incidents and need additional sensors and ruggedness. Phase 2 plans clinical trials in search and rescue and fire to collect validated data on drone impact and better integrate drone data into incident response.
Space for Smarter Government Programme (SSGP)techUK
Presented by Sara Huntingdon, Space for Smarter Government Programme Manager, UK Space Agency in the techUK Satellite Applications & Services Conference, 2nd Oct. 2015
Aviat Networks is a leading provider of wireless connectivity and transport solutions for applications such as public safety, utilities, transportation, schools/enterprises, and financial services. It designs, deploys, and helps visualize wireless networks using microwave and fiber equipment and provides network operations center services for telecommunications providers.
How the space and non-space communities can engage for mutual benefittechUK
The document discusses how the space and non-space communities can engage for mutual benefit. It provides an overview of the European Space Agency's (ESA) European Centre for Satellite Applications and Telecommunications (ECSAT) and its activities in areas like telecommunications, earth observation, exploration, and business incubation. ECSAT aims to develop commercial space-based products and services and spin space technologies off into other sectors. The document also summarizes several ESA programs that support industry competitiveness and public-private partnerships, including ARTES for telecommunications and IAP for integrated applications. It provides examples of how satellite communications and earth observation data can benefit sectors like transportation, climate monitoring, and mobile networks. The document advocates for more collaboration between
Space & Satellite News Updates – 7th July 2015techUK
Oneweb is raising $500 million to build 900 satellites for global internet access via low Earth orbit broadband by 2019. Airbus will build the satellites, with 65 launches including some from Virgin Galactic and Arianespace rockets.
The Project Mustang partnership aims to provide worldwide IoT coverage combining satellite links using a small dedicated terminal communicating through 868/915MHz bands to SIGFOX's terrestrial network.
Terran Orbital is launching small satellites at 600km to provide cheap data connections for battery-powered sensors, having applications for disaster relief, agriculture, and military vehicle/troop tracking.
The BATS project combines terrestrial ADSL, mobile and satellite systems through an intelligent gateway to provide over
Ingenious - Smart cities experience and data exploitationPeter Lindgren
3 real world examples of how data can deliver efficiencies in the operation of our cities - sometimes in unexpected ways. A presentation by Paul Putland, delivered at the Catch! Transport Systems Innovation Workshop.
Introduction to the connected vehicle imsa 2015 annual conferenceJim Frazer
This document provides an overview of connected vehicle technology. It begins with learning objectives about understanding the connected vehicle program, technologies, and key issues. It then defines connected vehicles as enabling wireless connectivity among vehicles, infrastructure, and devices to improve safety, mobility, and environmental impacts. The document discusses the history and evolution of the connected vehicle program in the US. It outlines several connected vehicle pilot programs focused on safety and mobility applications. Finally, it provides details on connected vehicle technologies including dedicated short range communications and cellular communications.
Role of Satellite Technology in Supporting Connectivity to Vehicles - IntelsattechUK
Connected vehicles will rely on both terrestrial and satellite connectivity to function. Satellite connectivity will be especially important for covering rural areas not served by terrestrial networks. Intelsat is working with partners to provide satellite connectivity solutions for connected vehicles, including GEO and LEO coverage, multicast solutions, small antennas, and providing 1TB per month of data. Intelsat is conducting trials in Europe to develop regulatory standards and demonstrate satellite-enabled connectivity for intelligent transportation.
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
More and more people in mega cities, more sensors, more apps, Smart is everywhere for smart living. but what's about security, what's about the people. How to deliver better living, happy living. HPE provides IoT solutions with connectivity management, processing at the edge and in the cloud, security, data management, etc to help industry verticals, telecom operators deliver secured trusted IoT solutions
2016 D-STOP Symposium ("Smart Cities") session by WNCG's Robert Heath. Get symposium details: http://ctr.utexas.edu/research/d-stop/education/annual-symposium/
Technology, Business and Regulation of the Connected CarAlison Chaiken
This document summarizes a presentation on connected vehicles and the "connected car". It discusses technologies like vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communication using standards like 802.11p, LTE, and DSRC. Pilot projects testing these technologies are mentioned, including Safety Pilot, simTD, and Smart In-Car. Available hardware and software for connected vehicles is also outlined, along with immediate prospects and opportunities in the field.
MHV'22 - Super-resolution Based Bitrate Adaptation for HTTP Adaptive Streamin...Minh Nguyen
This document proposes a super-resolution (SR) based approach for HTTP adaptive streaming on mobile devices. It introduces an SR neural network called SR-ABR Net that can run in real-time on mobile GPUs while providing quality comparable to state-of-the-art SR models. It also presents a SR-aware adaptive bitrate (ABR) algorithm called WISH-SR that leverages SR-ABR Net to improve video quality while reducing data usage. The evaluation shows WISH-SR achieves a 43% reduction in data usage compared to other ABR methods while maintaining a high quality of experience score.
This document describes an automatic speed control system for vehicles that uses an RF transmitter to set a maximum speed limit. The system aims to reduce reckless driving and accidents by limiting vehicle speed based on the location, such as near schools or in dangerous areas. It works by using RFID tags on road signs that are detected by an RF receiver in the vehicle, which then controls the vehicle speed via a microcontroller not to exceed the set limit for that area. The goal is to enhance safety by preventing excessive speeding through automated controls.
Automatic Free Parking Slot Status Intimating SystemIRJET Journal
This document describes a proposed automatic free parking slot status intimating system using Internet of Things (IoT) technology. The system uses ultrasonic sensors to detect vehicles parked in indoor lots and magnetic sensors to detect vehicles in outdoor lots. It identifies vehicles using their Bluetooth signal and USIM ID from connected smartphones. The sensor data is sent to a server via a gateway. The system aims to help drivers find available parking slots quickly and reduce fuel consumption from unnecessary driving to full lots. It provides a low-cost alternative to existing RFID-based systems by utilizing smartphones and wireless sensor networks.
Collision Detection System for Smart CarsIRJET Journal
This document describes a collision detection system for smart cars that uses Li-Fi (Light Fidelity) technology. It discusses how the system works, including using ultrasonic sensors to detect distance between vehicles, sensors to monitor the driver's heart rate, drowsiness, etc. and transmitting this data via an LED to a receiver in another vehicle. The goals are to help prevent accidents by warning drivers of potential collisions and reducing vehicle speed if a driver seems drowsy. It compares Li-Fi to Wi-Fi, noting advantages of Li-Fi like higher data rates, more secure transmission, and lower costs. A prototype was created using an Arduino board and sensors to demonstrate how the system would function.
Autonomous Vehicles and Maxtena Precision GNSS Smart Cars, Driverless Cars, and Beyond The driverless car: a culmination of over a decade of research and development that aims to disrupt the automotive and transportation industries. While there is a lot of excitement and buzz about the industry, there is still a lot of research to be done before autonomous (Driverless) vehicles become a standard on the streets
MIPI DevCon Taipei 2019 Keynote: Technologies for Automated DrivingMIPI Alliance
Simon Teng, assistant general nanager of the Intelligent Automotive Business Unit at MediaTek, discusses the mega trends of automotive, the kinds of technologies needed to realize these mega trends, and how SoC solutions with these technologies will become the foundation of automated driving systems.
The “Telematics Horizon” V2V and V2I NetworkingAlison Chaiken
This document summarizes a presentation on vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) networking given by Alison Chaiken. The presentation introduced V2V and V2I technologies, discussed recent pilots of these systems including Safety Pilot and simTD, and examined hardware, protocols, and standards involved. It concluded that government and automaker commitment to V2V/V2I is growing based on pilot results and an anticipated US decision later this year could raise further awareness.
Cooperative systems offer a universal way for roadside equipment to communicate with vehicles. It provides open connectivity, as promoted by the European Commission. And it also allows multiple applications, to run side by side.
Proxim 4G Public safety wireless solutions 2013Raja Gopal
This document discusses Proxim's wireless networking solutions for public safety applications. It summarizes Proxim's 20+ years of experience in the industry with over 250,000 customers and 2 million units deployed. The document then discusses drivers for public safety projects, challenges with establishing wireless broadband networks, and how Proxim's point-to-point and point-to-multipoint solutions can help deliver reliable wireless connectivity, security cameras, and broadband access for applications like video surveillance, traffic control, and first responder communications. Case studies are provided on deployments in locations like Los Angeles County and ports in Rio de Janeiro.
The document summarizes Intergraph's solutions for rail and metro systems. It discusses challenges with dispersed data systems and how Intergraph delivers integrated solutions. It then highlights various applications including asset management, safety and security, land management, environmental risk management, and project monitoring. It provides customer examples and describes how Intergraph solutions help overcome challenges and deliver efficient, safe rail networks.
Risk listening: monitoring for profitable growthDataWorks Summit
Historically, insurers used 50-, 100-, and 500-year flood models for risk evaluation and pricing. The extreme weather events we have experienced in 2017 alone prove how dated these methods really are.
To better understand their customers and potential current/future liability claims, forward thinking insurers are monitoring, analyzing, and integrating external data sources in real time (weather feeds from USGS.gov, news and stock feeds, and satellite imagery, to name just a few). By integrating and injecting these new data sources into their risk models and underwriting, insurers are better able to identify their risk appetites and effectively price.
The session will include real-world case studies, including how a global P&C insurer is now quickly analyzing and monitoring 50,000 customers and targets, gaining new insights into the market. Another example is a global reinsurance and specialty company that now leverages digital news channels to monitor its risk portfolio for early warning claims indicators to help drive down loss costs.
Speaker
Cindy Maike, VP Industry Solutions, GM of Insurance, Hortonworks
TRA 2018 Vienna Publication: Advancing active safety towards the protection o...Ilona Anna Cieslik
1. The document describes the PROSPECT project, which aims to improve active safety systems for protecting vulnerable road users (VRUs) like pedestrians and cyclists.
2. The project is developing three vehicle demonstrators and a driving simulator to test new sensor concepts and VRU detection/prediction technologies. One demonstrator focuses on stereo cameras and high-resolution radars, another on sensor fusion for earlier VRU detection, and a third expands radar coverage for complex urban scenarios.
3. The project is addressing key barriers of current active braking systems like limited sensor field of view, inaccurate path prediction, unreliable intent recognition, and slow reaction times. New sensors and algorithms will provide expanded coverage, improved classification
Similar to UT SAVES: Situation Aware Vehicular Engineering Systems (20)
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
This document discusses ongoing research projects related to collaborative sensing and heterogeneous networking leveraging vehicular fleets. Specifically, it discusses:
1) How increased cluster density of vehicles improves overall data rates and reduces variability in individual user rates.
2) Modeling what collaborative sensing systems can "see" or be aware of in obstructed environments and how coverage benefits scale with increased penetration of collaborative vehicles.
3) Developing optimal information sharing policies to maximize situational awareness for autonomous nodes in resource-constrained network environments.
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Updates provided to the D-STOP Business Advisory Council at the 2017 Symposium and Board Meeting: https://ctr.utexas.edu/2018/04/12/d-stop-2017-symposium-archive/
Online platforms are emerging as a powerful mechanism for matching resources to requests. In the setting of freight, the requests arrive from shippers, who have a diverse collection of goods. The resources are supplied by shippers (trucks), and have various physical constraints (driver’s route preferences, carrying capacity, geographic preferences, etc.). Online platforms are emerging that (a) learn the characteristics of shippers and carriers, and (b) efficiently match goods to trucks based on such learning.
Our project will develop algorithms for such online resource allocation. This is a challenging problem, due to the complexity of the learning tasks. Such algorithms can have considerable impact on efficiently using trucking resources.
Through this project, the research team will leverage the computing resources and expertise at UT to develop a “data discovery environment” for transportation data to aid decision-making. Many efforts focus on leveraging transportation data to help travelers make decisions, but less thought has gone into a framework for using big data to help transportation agency staff and decision makers. The team will start by building the DDE for the Central Texas region, in collaboration with the local MPO, the City of Austin, and the local transit agency. Initially, the project will focus on creating more meaning from existing data sources, and as the project progresses, it will grow to include more novel data sources and methods. The data platform will be web-based and part of the research includes not only building the tool but developing appropriate protocols for access and governance.
This document discusses modeling strategies for autonomous and connected vehicles. It proposes modifying traditional four-step transportation models to account for autonomous vehicle adoption rates and different trip types. Autonomous vehicle passenger car equivalents and flow ratios are modeled based on vehicle speed, market penetration, and other factors. The document also describes plans for a 4G deployment test bed to demonstrate connected vehicle technologies on managed lanes in Dallas-Fort Worth and Virginia.
Advanced driver assistance systems (ADAS) are a key technology for improving road safety. But both current and proposed ADAS are limited in important ways. Vision- and lidar-based ADAS performs poorly in heavy rain, snow, or fog. Lack of vehicle situational awareness due to these sensing limitations will unfortunately be the cause of many accidents, including fatalities, for connected and automated vehicles in the years to come. The goal of this research is to develop and test a sensing strategy with robust perception: No blind spots, applicable to all driveable environments, and available in all weather conditions. We believe there are three key requirements for collaborative all-weather sensing:
– Precise vehicle positioning within a common reference frame
– Decimeter-accurate vision and radar mapping
– A means of quantifying the benefits of collaborative sensing
Many areas of machine learning and data mining focus on point estimates of key parameters. In transportation, however, the inherent variance, and, critically, the need to understand the limits of that variance and the impact it may have, have long been understood to be important. Indeed, variance and other risk measures that capture the cost of the spread around the mean, are critical factors in understanding how people act. Thus they are critical for prediction, as well as for purposes of long term planning, where controlling risk may be equally important to controlling the mean (the point estimate).
There has been tremendous progress on large scale optimization techniques to enable the solution of large scale machine learning and data analytics problems. Stochastic Gradient Descent and its variants is probably the most-used large-scale optimization technique for learning. This has not yet seen an impact on the problem of statistical inference — namely, obtaining distributional information that might allow us to control the variance and hence the risk of certain solutions.
Investigation and findings on reservation-based intersections and managed lanes
Real-Time Signal Control and Traffic Stability
Congestion on urban arterials is largely centered around intersection control. Traditional traffic signal schemes are limited in their ability to adapt in real time to traffic conditions or by their ability to coordinate with each other to ensure adequate performance. Specifically, there is a tension between adaptivity (as with actuated signals) and coordination through pre-timed signals (signal progression). We propose to investigate whether routing protocols in telecommunications networks can be applied to resolve these problems. Specifically, the backpressure algorithm of Tassiulas & Emphremides (1992) can ensure system stability through decentralized control under relatively weak regularity conditions. It is as yet unknown whether this algorithm can be adapted to traffic signal systems, and if so, what modifications are needed. Traffic systems differ in several significant ways from telecommunication networks: each intersection approach has relatively few queues (lanes) that must be shared among traffic to various definitions. First-in, first-out constraints lead to head-of-line blocking effects, traffic waves move at a much slower speed than data packets, and traffic queues are tightly limited by physical space (finite buffers). Determining whether (and how) the backpressure concept can be adapted to traffic networks requires significant research, and has the potential to dramatically improve signal performance.
Improved Models for Managed Lane Operations
Managed lanes (ML) are increasingly being considered as a tool to mitigate congestion on highways with limited areas for capacity expansion. Managed lanes are dynamically priced based on the congestion level, and can be set either with the objective of maximum utilization (e.g., a public operator) or profit maximization (e.g., a private operator). Optimization models for determining these pricing policies make restrictive assumptions about the layout of these corridors (often a single entrance and exit) or knowledge of traveler characteristics on behalf of the modeler (e.g., distribution of willingness to pay). Developing new models to address these issues would allow for better utilization of these facilities.
Professor Robert W. Heath Jr. is the director of UT SAVES (Situation-Aware Vehicular Engineering Systems), which combines expertise in wireless communications, signal processing, and transportation research. UT SAVES collaborates with automotive companies like Honda R&D Americas on projects involving sensing, communication, and analytics for applications such as automated driving. Membership provides access to UT SAVES research and facilities, including graduate research assistants and experimental capabilities in areas like millimeter wave communication and sensor fusion. Current research projects focus on cooperative sensing, vehicle-to-everything communication, and applying 5G cellular networks to driving assistance technologies.
The Business Advisory Council meeting covered the following topics in 3 sentences or less:
The meeting covered updates on education and workforce development programs at the Engineering Education and Research Center including summer internships and distinguished lectures. Research updates were provided on 30 completed projects and 18 ongoing projects covering topics like connected corridors and autonomous vehicles. New proposed research was presented on topics such as video data analytics, traffic signal optimization, and modeling willingness to share trips in autonomous vehicles.
The document discusses managing mobility during the design-build reconstruction of the Dallas Horseshoe highway interchange project. It describes the project's high traffic volumes and constraints. It highlights the contractor's successes in maintaining access and maximizing work during limited closures. It stresses the importance of collaboration between the agency and contractor in developing traffic control plans and finding solutions to difficult situations.
The document summarizes research on the use of natural pozzolans and reclaimed/remediated fly ashes in concrete. Key findings include:
1) Natural pozzolans like pumice and metakaolin reduced heat of hydration and provided good strength and ASR resistance, while zeolites and shale also performed well.
2) Reclaimed and remediated fly ashes reduced heat of hydration and met ASTM standards, with fineness impacting performance.
3) Future research will assess blended fly ashes and develop rapid screening tests for supplementary cementitious materials.
1) Laboratory fatigue tests and field monitoring of in-service high mast illumination poles (HMIPs) in Texas found that pre-existing cracks at the base of galvanized steel poles can grow over time due to wind-induced vibration.
2) A reliability analysis estimated the expected fatigue life of HMIPs with cracks ranges from 30 to 400 years depending on location, though some poles may need repair or replacement sooner.
3) While there is no widespread safety concern, more inspections are needed to identify the most vulnerable poles for repair or replacement given the variability in expected fatigue lives across different wind conditions in Texas.
This document summarizes a presentation about planning for a world with connected and automated vehicles. Some key points include:
- Automated vehicles will have major impacts on traffic such as increased road capacity through platooning and new traffic control strategies.
- Models are needed to simulate these impacts at large regional scales given technological and regulatory uncertainties.
- Reservation-based intersections show potential to dramatically reduce delays, but their impacts depend on factors like route choice and asymmetric demand.
- Allowing empty automated vehicles to reposition could smooth traffic flows compared to not repositioning empty vehicles.
More from Center for Transportation Research - UT Austin (20)
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.