This document discusses the role of LiDAR sensors in autonomous vehicles. It notes that LiDAR is required along with other sensors like cameras and radar to enable reliable advanced driver assistance systems and autonomous driving capabilities. LiDAR provides real 3D measurements and works independently of ambient light conditions, advantages over cameras, and higher resolution than radar for better object classification. However, LiDAR integration is not as standardized as cameras and radar currently used in vehicles. The document examines different LiDAR technologies and approaches, as well as considerations for robustness, scalability, and efficiency of the overall sensor suite.
Self driving cars are the future and we must be ready for it whether we like it or not.
This ppt covers self driving cars and the latest technology used in them
Self driving cars are the future and we must be ready for it whether we like it or not.
This ppt covers self driving cars and the latest technology used in them
Research presentation on Autonomous Driving. Direction perception approach.
Research work by Princeton University group.
Note: Link given in the presentation
Vehicle To Vehicle Communication SystemMonaco Motors
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Vehicle to vehicle communication system enables vehicles to communicate with each other. Watch our slide to know the benefits of this system and what type of information we can share through it. Also keep track of some potential benefits of this system and the natural evolution in automotive safety development.
Unmanned Aerial Vehicles (UAVs) are aircrafts that fly without any humans being onboard. They are either remotely piloted, or piloted by an onboard computer. This kind of aircrafts can be used in different military missions such as surveillance, reconnaissance, battle damage assessment, communications relay, minesweeping, hazardous substances detection and radar jamming. However they can be used in other than military missions like detection of hazardous objects on train rails and investigation of infected areas. Aircrafts that are able of hovering and vertical flying can also be used for indoor missions like counter terrorist operations.
Drones are shaping the construction industry as we know it. There are obvious - and less obvious - applications of these flying wonders for the construction and engineering industries. In this post, we look at the โstate of the artโ as it is today, and touch on a few key themes for the future.
Research presentation on Autonomous Driving. Direction perception approach.
Research work by Princeton University group.
Note: Link given in the presentation
Vehicle To Vehicle Communication SystemMonaco Motors
ย
Vehicle to vehicle communication system enables vehicles to communicate with each other. Watch our slide to know the benefits of this system and what type of information we can share through it. Also keep track of some potential benefits of this system and the natural evolution in automotive safety development.
Unmanned Aerial Vehicles (UAVs) are aircrafts that fly without any humans being onboard. They are either remotely piloted, or piloted by an onboard computer. This kind of aircrafts can be used in different military missions such as surveillance, reconnaissance, battle damage assessment, communications relay, minesweeping, hazardous substances detection and radar jamming. However they can be used in other than military missions like detection of hazardous objects on train rails and investigation of infected areas. Aircrafts that are able of hovering and vertical flying can also be used for indoor missions like counter terrorist operations.
Drones are shaping the construction industry as we know it. There are obvious - and less obvious - applications of these flying wonders for the construction and engineering industries. In this post, we look at the โstate of the artโ as it is today, and touch on a few key themes for the future.
MIPI DevCon Seoul 2018: Powering AI and Automotive Applications with the MIPI...MIPI Alliance
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Hyoung-Bae Choi of Synopsys, Inc. discusses use cases and the implementation of MIPI's camera interface in automotive and AI applications, along with the benefits of MIPI I3Cโ in the MIPI camera solution.
"Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from Interior to the Exterior" presentation by Jari Honkanen at FutureCar 2017: New Era of Automotive Electronics Workshop, Nov 8-10, 2017, Georgia Institute of Technology, Atlanta, GA
LiDAR, ADAS and the Autonomous Shuttles of TomorrowHEINZ OYRER
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According to market research, within the next five to ten years, the largest segment within the automated vehicle market will be held by autonomous shuttles. Core to their mass adoption are safety considerations, both for passengers as well as for the vulnerable road users in the immediate vicinity of the shuttle. How are these safety requirements achieved? Many of todayโs perception platforms are based on sensor fusion, wherein different technologies are paired for optimal results. Most experts agree that LiDAR technology is an integral piece of the solution. As the next generations of autonomous shuttles become more widely adopted, Flash LiDAR solutions, which are already being leveraged today, will become a central part of the sensor suite.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2023/09/3d-sensing-market-and-industry-update-a-presentation-from-the-yole-group/
Florian Domengie, Senior Technology and Market Analyst at Yole Intelligence (part of the Yole Group), presents the โ3D Sensing: Market and Industry Updateโ tutorial at the May 2023 Embedded Vision Summit.
While the adoption of mobile 3D sensing has slowed in Android phones, the market has still been growing fast, thanks to Apple. Apple is continuing to adopt 3D cameras for iPhones in both front and rear. Along the way, Apple has updated face ID and simplified and shrunk 3D camera optical structures. Meanwhile, due to Android phone OEMs mostly choosing not to incorporate 3D cameras, sensor suppliers and integrators have had to work hard to open up other consumer markets.
In addition to consumer markets, the use of 3D sensing has been blossoming in markets such as the industrial market and the nascent automotive market, where 3D sensing is increasingly used for advanced driver assistance systems and driver monitoring systems. In this talk, Domengie provides an overview of the main application, market, industry and technology trends of the 3D sensing industry.
MIPI DevCon Taipei 2019 Keynote: Technologies for Automated DrivingMIPI Alliance
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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.
How to Leverage an Ecosystem Collaboration to Create a Versatile and Scalable...HEINZ OYRER
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At the heart of self-driving technology is LiDAR (light detection and ranging), a vehicle vision system that allows driverless cars to see. LeddarTech provides an automotive LiDAR development platform that enables the mass deployment of solid-state LiDAR systems for Tier-1 suppliers and system integrators and offers an ecosystem of leading world-class automotive suppliers who provide prequalified sourcing options for components and software to use in the design of solid-state LiDARs. This session will discuss the advantages of a unique approach that enables developers and integrators to build a customized solution around a core (LeddarEngine), rather than buying a prebuilt product.
Conference presentation for the 2013 International LiDAR Mapping Forum (ILMF), which was held at the Hyatt Regency Denver at Colorado Convention Center in Denver, Colorado from February 11 - 13, 2013.
Real-Time 3D Data Visualization and Analysis of Unlimited DetailMerrick & Company
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2014 SPAR International conference presentation by Josh Beck, Senior Software Consultant for Merrick & Company's Geospatial Solutions team. Presentation occurred on Tuesday, April 15, 2014 at SPAR International, held at The Broadmoor Hotel & Resort in Colorado Springs, Colorado.
MIPI DevCon Taipei 2019: Enabling MIPI Camera Applications Including Automoti...MIPI Alliance
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Kelvin Xu, product marketing manager at Synopsys, describes automotive ADAS designs with MIPI camera interface solutions such as CSI-2โ and D-PHYโ , and outlines other MIPI automotive protocols, including I3Cยฎ and DSIโ .
An APM webinar, held on 27 October 2020, presented by Tim Whitaker, Andy Huggett and Peter Brown
https://www.apm.org.uk/news/drones-in-project-management-webinar/
https://youtu.be/cZNVyG5aOrk
Digital Transformation and IT Strategy Toolkit and TemplatesAurelien Domont, MBA
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This Digital Transformation and IT Strategy Toolkit was created by ex-McKinsey, Deloitte and BCG Management Consultants, after more than 5,000 hours of work. It is considered the world's best & most comprehensive Digital Transformation and IT Strategy Toolkit. It includes all the Frameworks, Best Practices & Templates required to successfully undertake the Digital Transformation of your organization and define a robust IT Strategy.
Editable Toolkit to help you reuse our content: 700 Powerpoint slides | 35 Excel sheets | 84 minutes of Video training
This PowerPoint presentation is only a small preview of our Toolkits. For more details, visit www.domontconsulting.com
Implicitly or explicitly all competing businesses employ a strategy to select a mix
of marketing resources. Formulating such competitive strategies fundamentally
involves recognizing relationships between elements of the marketing mix (e.g.,
price and product quality), as well as assessing competitive and market conditions
(i.e., industry structure in the language of economics).
Enterprise Excellence is Inclusive Excellence.pdfKaiNexus
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Enterprise excellence and inclusive excellence are closely linked, and real-world challenges have shown that both are essential to the success of any organization. To achieve enterprise excellence, organizations must focus on improving their operations and processes while creating an inclusive environment that engages everyone. In this interactive session, the facilitator will highlight commonly established business practices and how they limit our ability to engage everyone every day. More importantly, though, participants will likely gain increased awareness of what we can do differently to maximize enterprise excellence through deliberate inclusion.
What is Enterprise Excellence?
Enterprise Excellence is a holistic approach that's aimed at achieving world-class performance across all aspects of the organization.
What might I learn?
A way to engage all in creating Inclusive Excellence. Lessons from the US military and their parallels to the story of Harry Potter. How belt systems and CI teams can destroy inclusive practices. How leadership language invites people to the party. There are three things leaders can do to engage everyone every day: maximizing psychological safety to create environments where folks learn, contribute, and challenge the status quo.
Who might benefit? Anyone and everyone leading folks from the shop floor to top floor.
Dr. William Harvey is a seasoned Operations Leader with extensive experience in chemical processing, manufacturing, and operations management. At Michelman, he currently oversees multiple sites, leading teams in strategic planning and coaching/practicing continuous improvement. William is set to start his eighth year of teaching at the University of Cincinnati where he teaches marketing, finance, and management. William holds various certifications in change management, quality, leadership, operational excellence, team building, and DiSC, among others.
What is the TDS Return Filing Due Date for FY 2024-25.pdfseoforlegalpillers
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It is crucial for the taxpayers to understand about the TDS Return Filing Due Date, so that they can fulfill your TDS obligations efficiently. Taxpayers can avoid penalties by sticking to the deadlines and by accurate filing of TDS. Timely filing of TDS will make sure about the availability of tax credits. You can also seek the professional guidance of experts like Legal Pillers for timely filing of the TDS Return.
Affordable Stationery Printing Services in Jaipur | Navpack n PrintNavpack & Print
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Looking for professional printing services in Jaipur? Navpack n Print offers high-quality and affordable stationery printing for all your business needs. Stand out with custom stationery designs and fast turnaround times. Contact us today for a quote!
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๐๐ ๐๐จ๐ฆ๐ฌ (๐๐ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ) is a professional event agency that includes experts in the event-organizing market in Vietnam, Korea, and ASEAN countries. We provide unlimited types of events from Music concerts, Fan meetings, and Culture festivals to Corporate events, Internal company events, Golf tournaments, MICE events, and Exhibitions.
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"๐๐ฏ๐๐ซ๐ฒ ๐๐ฏ๐๐ง๐ญ ๐ข๐ฌ ๐ ๐ฌ๐ญ๐จ๐ซ๐ฒ, ๐ ๐ฌ๐ฉ๐๐๐ข๐๐ฅ ๐ฃ๐จ๐ฎ๐ซ๐ง๐๐ฒ. ๐๐ ๐๐ฅ๐ฐ๐๐ฒ๐ฌ ๐๐๐ฅ๐ข๐๐ฏ๐ ๐ญ๐ก๐๐ญ ๐ฌ๐ก๐จ๐ซ๐ญ๐ฅ๐ฒ ๐ฒ๐จ๐ฎ ๐ฐ๐ข๐ฅ๐ฅ ๐๐ ๐ ๐ฉ๐๐ซ๐ญ ๐จ๐ ๐จ๐ฎ๐ซ ๐ฌ๐ญ๐จ๐ซ๐ข๐๐ฌ."
RMD24 | Retail media: hoe zet je dit in als je geen AH of Unilever bent? Heid...BBPMedia1
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Grote partijen zijn al een tijdje onderweg met retail media. Ondertussen worden in dit domein ook de kansen zichtbaar voor andere spelers in de markt. Maar met die kansen ontstaan ook vragen: Zelf retail media worden of erop adverteren? In welke fase van de funnel past het en hoe integreer je het in een mediaplan? Wat is nu precies het verschil met marketplaces en Programmatic ads? In dit half uur beslechten we de dilemma's en krijg je antwoorden op wanneer het voor jou tijd is om de volgende stap te zetten.
Kseniya Leshchenko: Shared development support service model as the way to ma...Lviv Startup Club
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Kseniya Leshchenko: Shared development support service model as the way to make small projects with small budgets profitable for the company (UA)
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Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
2. Confidential ยฉ2022 XenomatiX
Agenda
Camera, Radar, Lidar - which Sensors are required
Data Analysis - AI vs. rule based approaches
Integration aspects โ reliable & predictable data
Missing links - data for driving comfort and HD Maps
2
4. Confidential ยฉ2022 XenomatiX
XenomatiX at a glance
4
Global coverage Unique Technological Offering
Multi-Tier I
Key stats
2013
70+
50+
Patents
Established
Staff
60+
Engaged
Customers
Cost
Size
Reliability
5. Confidential ยฉ2022 XenomatiX
Next generationTrue Solid State LidarTechnology
XenoLiDAR
for DrivingAssistance,
Autonomous Driving and other
applications
XenoTrack
HD Road andOffroad Data for
referencing, simulation and
identifying road quality
Engineering Services
for Software, Simulation and
Integration Support
8. Confidential ยฉ2022 XenomatiX
Detection capabilities of sensor technologies
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LiDAR technology
Small
Large
Bright Dark
Camera technology
Radar technology
Ambient light
Object
size
9. Confidential ยฉ2022 XenomatiX
There is no one LiDAR โ influences on object detection
Consistency of data โ e.g. Instant vs. Scanning
Information distribution โ e.g. even distributed angular resolution and frame rate
over the full FoV
Using all relevant Data โ e.g. combination of 3D-Geometry and Intensity
Easy Review / Annotation โ e.g. Commenting in fused 2DVideo
Visual Image
Reflectivity Image
Depth Image
โข Object 3D location
โข Object 3D dimensions
โข Object classification
XenomatiX
4D AI object
detection
12. Confidential ยฉ2022 XenomatiX
NN Example - Smart Crossing
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Benefits of 4D AI:
โข Only requires shallow network
โข Independent from light conditions
โข Detection, classification and localisation
13. Confidential ยฉ2022 XenomatiX
NN Example - Lane Detection
Real world
situation
Road marking
detection
Intensity Image Depth Image
Intensity Image Depth Image
15. Confidential ยฉ2022 XenomatiX
Comparison Rule-based vs NN artificial intelligence
Rule-based Neural Network based
Programming work type Hard programming NN training
Iterations Debug Retrain
Change in object (size) to detect Adapt rules (parameters) Retrain
Change in environment/region Adapt rules (parameters) Retrain
Speed and latency Fast Fast
โฆ
TPR/FNR and mAP f(clear rules) f(training)
Result understanding High Low
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Disadvantagers rule-based program
More programming work
More geometric information required โ clear โrulesโ
Advantages on rule-based program
Less data collection on site for NN training & validation
Validation and functional environment can differ
Program easier exportable to other integration positions
and situations
17. Confidential ยฉ2022 XenomatiX
Estethical: GV80 Headlamp-lidar demonstrator
21
Genesis GV80 (2022)
XenoLidar-X compact design is ideal for
modern headlamps with narrow lens covers
18. Confidential ยฉ2022 XenomatiX
Position: AEB โVRU
22
Windshield (blue) vs. Headlamp (red)
EuroNCAP
Recent new EuroNCAP test:
Child walking out from behind a vehicle or large object:
The camera/lidar behind the windshield might not detect the target
which is (partially) hidden by the parked cars
(+)The headlamp-lidar will have a full image of the child well
before the camera/lidar behind the windshield
20. Confidential ยฉ2022 XenomatiX
XenoLiDAR stands all challenges of automotive optical sensors
Coping harsh
environments
Low standing sun
Lack of ambient light
High dynamic range
Rain
Snow
Other LiDAR Sensors
Supply chain ready for
automotive grade products
Emitter and sensing
technology already used in
automotive applications
Existing automotive grade
production and assembly
lines
Established test
procedures
Scalable and simple BOM
Easy integration and
repairability
A-thermal design
Compact size
Pre-calibrated,
monolithic modules
No moving beams for
easier calibration
No moving parts for
long term stability
23. Confidential ยฉ2022 XenomatiX
Active Suspension for superior ride comfort
Key benefits:
โข Millimeter precision, day & night
โข Control signal for each wheel
โข Automatic roll & pitch correction
Leading Suspension Manufacturer
Goal More ride comfort thanks to preview for
active suspension
Approach XenoTrack measures mm precision road
profile & generates suspension control signal
Result โข Up to 70% more body stability
โข Best quality road profile measurement
27
25. Confidential ยฉ2022 XenomatiX
The (near) future: more sensors, more data
More data, new possibilities
Make wider use of sensors and think Big Data
Amount and type of data creates new ideas and new
possibilities
Crowd source HD-maps
AD can also benefit from smart infrastructure:
All roads will be digitized
Make/maintain inventory of road
infrastructure
Collect road quality info automatically
Save money thanks to predictive
maintenance of infrastructure
Cities will become smarter:
City crossings will be equipped with LiDAR, camera
and other sensors
Collaboration between infrastructure and vehicles
e.g. for prevention of hazardous situations
Save time and emissions with better traffic flow
27. Confidential ยฉ2022 XenomatiX
Summary
LiDAR is one of the SensorTechnologies, that is required in Fusion with other Sensors
to reach reliable ADAS functions and AD for SAE Level 3 and higher
LiDARs main advantages are real measurements and operation independent of
ambient light conditions vs. Cameras and a higher resolution for better object
classification compared to Radar
LiDAR itself is no Standard but is a technology that is realized by many different
approaches, from evolutionary to Cutting Edge
LiDAR integration and reliable operation is not as established as the longer existing
Camera and Radar sensors deployed in a more standardized way today
All this leads to question regarding robustness, scalability and efficiency for the
LiDAR sensors and the whole sensor suite that have to be considered
31
28. Confidential ยฉ2022 XenomatiX
Thanks for your interest.
Karsten Bronowski
Sales & Business Development
Karsten.Bronowski@xenomatix.com
+49 173 673 69 60
