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Agenda 2023
DAY 1: MONDAY, APRIL 17, 2023
0830 - 0930 REGISTRATION AND MORNING REFRESHMENTS
0930 - 0940 OPENING ADDRESS
0940 - 1005 FORECASTING AUTONOMY AMID CHALLENGING INDUSTRY CONDITIONS
- Forecasting automotive requires understanding & balancing numerous inputs
- Global developments in AV policy and commercialization
- Autonomy Level Forecast shows a steady transition towards automated driving
Jeremy Carlson
S&P Global Mobility
S&P Global Mobility
1005 - 1010 Q&A SESSION ON OUTLOOK ON AUTONOMY FORECAST
1010 - 1035 UNIQUE CUSTOMER EXPERIENCE OF ADAS/AD
- An overview of the evaluation of BMW’s ADAS/AD customer functions
- Insights into L2+ systems with hands-off-option up to 80mph
- Roadmap towards L3 Commute Pilot based on ALKS
Simon Fürst
BMW Group
BMW Group
1035 - 1040 Q&A SESSION ON ADAS/AD CUSTOMER EXPERIENCE
1040 - 1100 MORNING COFFEE BREAK IN THE EXHIBIT AREASPONSORED BY TASKING US OPERATIONS, INC.
1100 - 1130 PANEL DISCUSSION ON THE FUTURE OF AUTONOMOUS VEHICLES IN MaaS
- How will the paradigm of vehicle ownership change because of MaaS?
- Will consumers change their behavior so the MaaS market scales massively up?
- What is required for AV companies to reach profitability?
- How would MaaS impact the automotive industry?
Simon Fürst | BMW Group
Matthew Fisher | Zoox, Inc
Dr. Hasan Ibne Akram | MATRICKZ
Christian John | Tier IV North America Inc.
Matthew Fisher | Zoox, Inc
Dr. Hasan Ibne Akram | MATRICKZ
Christian John | Tier IV North America Inc.
1130 - 1155 BRINGING AUTONOMY WITHIN REACH
- Providing technology to deliver the computing performance needed to deploy autonomy
- Offering built-in safety features to help with the safe operation of the vehicles
- Helping overcome the development and deployment of the complex software
Christian John
Tier IV North America Inc.
Tier IV North America Inc.
1155 - 1200 Q&A SESSION ON SUPPORTING AV SOFTWARE DEPLOYMENT
1200 - 1330 NETWORKING LUNCH & VISIT THE AUTONOMOUS VEHICLES USA EXHIBITION
1330 - 1355 DATA MANAGEMENT AND AI - OUTLOOK IN ADAS/AD/AV
- All major OEMs and tier-1 auto manufacturers are implementing/testing AD facilities
- Case Studies on real-time sensors, big data computing, data storage, and data archiving are integrated into today's AD systems
- Investigation of AI industry technology that every day is affecting us all with next generation Data Fabric platforms
Christopher Maestas
IBM
IBM
1355 - 1400 Q&A SESSION ON DATA MANAGEMENT AND AI IN AD
1400 - 1425 OPTIMIZING DATA COLLECTIONS FOR AUTONOMOUS DRIVING
- Data has become the new oil for improving perception algorithms
- Methods to deal with the petabytes of data collected regularly by a fleet of vehicles
- Methods and algorithms to leverage that data to create stronger and robust perception models
Jose Alvarez
NVIDIA Corporation
NVIDIA Corporation
1425 - 1430 Q&A SESSION ON AV DATA COLLECTION INNOVATIONS
1430 - 1455 THE ROLE OF THE DIGITAL TWIN IN AUTONOMOUS MOBILITY INITIATIVES
- The capability of simulation to generate edge cases and true complex scenarios is limited
- The Mobility Digital Twin represents the convergence of two tectonic shifts in technology: VR and AI
- By incorporating the Mobility Digital Twin early in the development phase, OEMs can take out the risks
Shay Rootman
Cognata
Cognata
1455 - 1500 Q&A SESSION ON MOBILITY DIGITAL TWIN
1500 - 1530 AFTERNOON COFFEE BREAK IN THE EXHIBIT AREA
1530 - 1555 MEASURE OF AV SAFETY: ARE EXISTING MEASURES GOOD ENOUGH?
- Functional safety testing of ML-based control stacks doesn't provide a quantitative measurement of safety
- Existing measures and methods lack many key characteristics needed to effectively measure safety
- Deploying a new quantitative measure of safe operations in traffic based on the kinematics of traffic objects
Erik Antonsson
Streetscope, Inc.
Streetscope, Inc.
1555 - 1600 Q&A SESSION ON AV SAFETY MEASURES
1600 - 1625 SAFETY AND SECURITY IN AUTONOMOUS VEHICLES: HOW SAFE IS SAFE ENOUGH?
- How safety and security are different in autonomous vehicles
- The biggest challenge in autonomous vehicles is the so-called unknown unknown
- Both ISO And SAE have been working to take on ISO26262 to incorporate AV scenarios
Dr. Hasan Ibne Akram
Matrickz
Matrickz
1625 - 1630 Q&A SESSION ON SAFETY AND SECURITY IN AV
1630 - 1655 HUMAN-CENTRIC APPROACH TO SAFE DEPLOYMENT OF AV
- Accidents involving Safety Driver driven AVs are predominantly due to the oversight of human cognitive ability
- Human Centric development, V&V in the deployment of AV is the key to learning and reacting to such incidents
- Piecewise value proposition on the 'Total Cost of Ownership' in the Robotaxi business
Vivetha Natterjee
China Euro Vehicle Technology
China Euro Vehicle Technology
1655 - 1700 Q&A SESSION ON HUMAN-CENTRIC AV DEVELOPMENT
1700 - 1725 ENABLING AUTOMOTIVE CLOUD SERVICE BUSINESS
- Challenges of automotive cloud services development and business scaling
- Key learnings on automotive cloud services
- Approach of a 3-sided automotive cloud platform
Bernd Graef
ETAS Inc
ETAS Inc
1725 - 1730 Q&A SESSION ON AUTOMOTIVE CLOUD SERVICES
1730 - 1830 NETWORKING DRINKS RECEPTION
DAY 2: TUESDAY, APRIL 18, 2023
0900 - 0930 MORNING REFRESHMENTS
0930 - 0940 OPENING ADDRESS
0940 - 1005 LESSONS LEARNED FROM MASS DEPLOYMENT OF MACHINE LEARNING MODELS FOR AV PERCEPTION
- Overview of the highly automated driving (HAD) currently being used across the US
- It includes a complex perception system deployed in a product for heavy-duty trucks
- Lessons learned from the mass deployment of machine learning models for AV perception
Anurag Ganguli
PlusAI, Inc.
PlusAI, Inc.
1005 - 1010 Q&A SESSION ON ML MODELS FOR AV PERCEPTION
1010 - 1035 CREATING SYNERGIES WITH SENSOR FUSION ON THE ROAD TO AUTONOMOUS DRIVING
- Sensor fusion creates a synergy where the strengths of one sensor compensate for the weaknesses of other
- With increasing levels of ADAS and eventually full autonomy, sensor fusion will play an essential role
- Limitations with current sensor technologies and vehicle architectures for sensor fusion to become a reality
John Marshall
Valens Semiconductor
Valens Semiconductor
1035 - 1040 Q&A SESSION ON THE CHALLENGES IN SENSOR FUSION
1040 - 1105 ADVANCEMENTS IN AD FOR A GROWING NUMBER OF MARKETS AND APPLICATIONS
- Project update on work with the US govt for off-road preview sensing system using AV sensors
- EMAV and TMT platform applications for DOD training sites with low-rate production and advanced research
- Neighbourhood delivery vehicle for farm-to-table, fresh food delivery on road with touchless payments
Christopher Andrews
Pratt Miller
Pratt Miller
1105 - 1110 Q&A SESSION ON AV TECHNOLOGY IN THE NON-PASSENGER SEGMENT
1110 - 1130 MORNING COFFEE BREAK IN THE EXHIBIT AREASPONSORED BY PRATT MILLER
1130 - 1155 WIDEBAND DIGITAL ARCHITECTURE FOR 4D IMAGING RADAR
- An overview of the digital revolution in radar
- Challenges in radar deployment in autonomous vehicles
- Understanding the advantages of wideband digital architecture
Yossi Tsfati
Mobileye
Mobileye
1155 - 1200 Q&A SESSION ON THE CHALLENGES AND ADVANTAGES OF 4D IMAGING RADAR
1200 - 1225 SOFTWARE-DEFINED SUCCESS: THE NEXT GENERATION OF AUTOMOTIVE LIDAR
- Adaptive, software-defined LiDAR, which puts intelligence inside the sensor
- Why OEMs need software-defined components to fully deploy revenue-generating features
- How tomorrow's car will emulate today's smartphone, shifting customer expectations
Mrinal Sood
AEye, Inc.
AEye, Inc.
1225 - 1230 Q&A SESSION ON SOFTWARE-DEFINED LIDAR
1230 - 1255 SCALING DIGITAL MAPS ACROSS ADAS USE CASES
- There is an opportunity to leverage crowdsourced digital maps to enable up to L3 on all roads
- To address this, the main mapping challenge to overcome is aligning and curating diverse sources
- Case study on futuristic maps and which use cases they have addressed
Vincent Demuynck
TomTom Automotive North America
TomTom Automotive North America
1255 - 1300 Q&A SESSION ON HD DIGITAL MAPS THROUGH CROWDSOURCING FOR AD
1300 - 1325 PANTOMIME – SKELETON-BASED GESTURE RECOGNITION FOR AV
- Challenges at construction and accident sites for AVs to understand the actions of traffic authorities
- Overview of the methods for imaging dataset collections and annotations
- Understanding performance benefits and limitations of the system
Jagdish Bhanushali
Valeo
Valeo
1325 - 1330 Q&A SESSION ON TRAFFIC SENSING VIA PANTOMIME
1330 - 1345 FEEDBACK & RAFFLE DRAW
1345 - 1500 NETWORKING LUNCH
Key topics for 2023:
- Making an economic assessment for shale water management strategies
Understand the economic fundamentals and make the business case for shale water management strategies. - Looking for low-cost and low-risk solutions in water treatment, recycling and reuse
Ensure a low-cost project is maintained throughout the water management process in light of the current oil price market. - Evaluating the options and making choices in treatment for reuse and water disposal
Avoid the pitfalls and learn from recent results from shale water management experts to build the right water management plan. - New technologies and technical know-how in shale water management operations
Explore the latest advances in water treatment, recycling and reuse and the tools available to improve on efficiencies and shale operations. - Upcoming regulations and industry standards for produced water management
Hear from key regulators and environmental bodies to ensure your water management program meets with new regulations and industry standards. - Operational case studies and developing a successful water management program
Gain insight from shale plays across the region and implement strategies that others in the industry are using to ensure successful operation.
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