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© 2019
Market report
Artificial
Intelligence
Computing for
Automotive 2019
Sample
From Technologies
to Markets
2
TABLE OF CONTENTS
o REPORT OBJECTIVES & METHODOLOGY 4
o EXECUTIVE SUMMARY 12
1 – INTRODUCTION 35
2 – MARKET & TECHNOLOGY TRENDS 51
o Autonomous cars
• Focus on ADAS
• Focus on Robotic vehicles
o Infotainment
• Focus on Gesture recognition
• Focus on Speech recognition
3 – MARKET FORECASTS 124
o Autonomous cars
• Total AI-related computing hardware market revenue per application
forecast 2018-2028
• Total AI-related computing hardware market revenue per level of
autonomy forecast 2018-2028
• ADAS & AD vehicles shipment forecast 2018-2028
• Average selling price assumptions of computing hardware for ADAS
vehicles
• ADAS computing hardware average selling price assumptions forecast
2018-2028
• Central computing for robotic vehicles average selling price forecast 2018-
2028
• Autonomous cars computing hardware market revenue in $M per level of
autonomy forecast 2018-2028
• Autonomous cars imaging-related computing hardware market revenue in
$M per level of autonomy forecast 2018-2028
• AI penetration rate for imaging and fusion computing
• Autonomous cars AI-related computing hardware market revenue in $M
per level of autonomy
• Autonomous cars imaging-related computing hardware market revenue in
$M per level of autonomy forecast 2018-2028
• AI penetration rate for imaging and fusion computing
• Autonomous cars AI-related computing hardware market revenue in $M
per level of autonomy
o Infotainment
• Average selling price assumptions of hardware & software
• Gesture and speech recognition revenues
• Gesture recognition penetration rate per level of autonomy
• Speech recognition penetration rate per level of autonomy
4 – ECOSYSTEMS 141
o Autonomous cars
o Infotainment
5 – INVESTMENTS 182
6 – ALGORITHMS REVIEW 187
o AI algorithms for imaging
o AI algorithms for audio
7 – CONCLUSIONS 206
3
ABOUT THE AUTHORS OFTHIS REPORT
Biographies & contact details
YohannTschudi
As a Software & Market Analyst, Dr. Yohann Tschudi is a member of the Semiconductor & Software division at Yole Développement (Yole).
Yohann works daily with his team to identify, understand, and analyze the role of software and computing parts within any semiconductor
product, from machine code to the most advanced algorithms. Following his thesis at CERN (Geneva, Switzerland), Yohann developed a
dedicated software for fluid mechanics and thermodynamics applications. Afterwards, he served for two years at the University of Miami
(FL, United-States) as an AI scientist. Yohann has a PhD in High-Energy Physics and a master’s degree in Physical Sciences from Claude
Bernard University (Lyon, France).
Contact: tschudi@yole.fr
Lauranne Chemisky
Lauranne Chemisky is a technology and market analyst in the Semiconductor and Software Team at Yole Développement. Lauranne is
currently engaged in the development of market research reports as well as customized services for clients. She is able to leverage her
technology training and experience in the fields of materials and semiconductor manufacturing processes for advanced packaging
applications. Previously, Lauranne worked at Apple, CA, USA in the Softgoods Product Design Team as a material development engineer.
Lauranne holds a masters’ degree in Materials Science and Polymers from ITECH and an M.Sc. in Technology and Innovation Management
from EMLyon Business School, both in Lyon, France.
Contact: chemisky@yole.fr
©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
4
Alphabet,Algolux, Amazon,AMD,Apple,ARM, Baidu, Bosch, BMW, Continental, Delphi,
Eyesight Faurecia, Ford, General Motors, Google, Infineon, Intel, Intel Mobileye, Kalray, Lyft,
Melexis, Mercedes-Benz, Microship, Microsoft, Nio, Nissan, Nuance, NVIDIA, NXP, Parrot,
PSA, Qualcomm, Renesas, Samsung, Sony Softkinetic, STMicroelectronics,Tesla,Texas
Instruments,Toshiba,Toyota, Uber,Valeo,Videantis,Volkswagen,Volvo,Waymo, Xilinx,
and many more…
COMPANIES CITED IN THE REPORT
©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
5
REPORT OBJECTIVES
1. Provide a scenario for AI within the dynamics of the autonomous automotive market, and understand AI’s
impact on the semiconductor industry:
o Hardware for AI - revenue forecast, volume shipments forecast
o Systems - ASP forecast, revenue forecast, volume shipments forecast
o Focus on autonomous automotive
2. Deliver an in-depth understanding of the ecosystem & players:
o Who are the players? What are the relationships inside this ecosystem? Who will win the “autonomous” battle?
o Who are the key suppliers to watch, and what technologies do they provide?
3. Offer key technical insight and analysis into future technology trends and challenges:
o Key technology choices
o Technology dynamics
o Emerging technologies and roadmaps
©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
6
WHO SHOULD BE INTERESTED IN THIS REPORT?
IC manufacturers and vendors, and IP sellers:
o Evaluate the market potential of future technologies
and products for new applicative markets
o Screen potential new suppliers for introducing new
disruptive technologies
o Monitor and benchmark your competitors’
advancements
Sensors and AI-related companies:
o Spot new technologies and define diversification
strategies
o Position your company in the ecosystem
Technology suppliers:
o Understand the strategies of big players and start-
ups
Equipment and materials manufacturers:
o Comprehend ecosystem dynamics
o Realize the differentiated value of your products and
technologies in this market
o Identify new business opportunities and prospects
Tier1 and OEMs:
o Analyze the benefits of using these new technologies in
your end-system
o Filter and select new suppliers
Financial and strategic investors:
o Grasp the potential of technologies and markets
o Acquaint yourself with key emerging companies and
start-ups
7
Centralized edge computing
Sensor edge computing
REPORT SCOPE – IMPACT OF AI ONTHE AUTOMOTIVE INDUSTRY
Level 5
Level 4
Robotics
Level 3
Level 2
Autonomous
driving
Infotainment
ADAS
Gesture
recognition
Speech
recognition
Driver environment
Driver eye/face
monitoring
Cloud computing
OUT OF REPORT
SCOPE
• Computing hardware type:
• Close to sensor
• Centralized computing
• Markets:
• Autonomous driving
• Driver environment
Technology
Applications
©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
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Driver Camera
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RELATED REPORTS
©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
Artificial Intelligence (AI) is slowly but surely
invading more and more markets, and thus the daily
movements of each one. Yole Développement's
(Yole) AI Computing for Automotive 2019 report
describes AI’s impact on the automotive ecosystem
through autonomous cars and infotainment
applications/systems.
On the autonomy side, two trends are moving in
parallel: on one hand, the classic Original Equipment
Manufacturers with the addition of functionalities
(including deep learning algorithms for object
recognition) that facilitate an increase in advanced
driver-assistance systems (ADAS) levels; and on
the other hand, startups and tech giants offering
services based on robotic vehicles, i.e. shuttles
and robo-taxis. These different applications and
systems have rapidly surrounded themselves with
rich, diversified ecosystems, particularly in terms
of sensors and computing. In the ADAS ecosystem,
we find classic OEMs like GM, Ford, Toyota, BMW,
Audi, and Mercedes, and new players such as Tesla
and Nio. On the robotic vehicles side, tech giants
including Google (Waymo), Uber, Yantex, Baidu,
and Apple will offer the first robo-taxi services in
targeted cities this year, surrounded by startups
that also offer Maas (Mobility-as-a-service).
Regarding robotic shuttle, bus, and commercial
vehicle, we find an array of startups such as Navya,
EasyMile, and Drive.ai offering transport services
for people or goods in closed environments and
at low-speed. Tier-1s like Continental are also
investing in this promising market. Regarding the
usual automotive market, we could expect the
first level 2+ and level 3 ADAS cars (with AI-based
autonomy) to arrive this year.
Computing has also grown enormously around
majorplayerslikeIntelanditsMobileyeproduct,and
NVIDIA with its Xavier GPU, which now includes
units designed specifically for the calculation of
deep-learning algorithms. Other solutions offered
in dedicated products from Renesas, Xilinx, and
Kalray also show much potential. The segmentation
by activity - Focus on USA illustration describes
these players’ landscape and activity.
AI enters the fray with speech and gesture-
recognition technologies. Smart-home giants Google
and Amazon are now in cars with their well-known
speech recognition solutions "Ok, Google!” and
“Alexa”, respectively. And Google goes even further
by integrating its Android operating system. In terms
of gesture recognition, Sony Softkinetic plays a central
role with OEMs in developing these solutions.
On the computing side, the players are not much
different from those in autonomous driving,
because it is necessary to develop powerful,
power-consuming, adapted solutions for these
specific application types.
ARTIFICIAL INTELLIGENCE COMPUTING FOR AUTOMOTIVE
Market & Technology report - February 2019
Artificial Intelligence for automotive: why you should care.
KEY FEATURES
•	Artificial Intelligence (AI)
technologies used in automotive
•	Cloud computing and edge
computing for AI
•	Types of hardware for advanced
driver-assistance systems (ADAS),
robotic vehicles, and infotainment
•	Ecosystems, market forecast, and
trends
•	AI software design and players’
strategies
OBJECTIVES OF THE REPORT
• Provide a scenario for AI within
the dynamics of the autonomous
automotive market, and
understand AI’s impact on the
semiconductor industry:
- Hardware for AI - Revenue
forecast, volume shipments
forecast
- Systems - Applications service
providers forecast, revenue
forecast, volume shipments
forecast
- Focus on autonomous automotive
• Offer an in-depth understanding of
the ecosystem and players:
- Who are the players? What
are the relationships inside this
ecosystem? Who will win the
“autonomous battle”?
- Who are the key suppliers to
watch, and what technologies do
they provide?
• Deliver key technical insight
 analysis regarding future
technology trends and challenges:
- Key technology choices
- Technology dynamics
- Emerging technologies and
roadmaps
(Yole Développement, February 2019)
THE EXPECTED REVOLUTION
In 2018, only robotic vehicles could claim to
possess in-car AI. The associated computing
market, driven by computers equivalent to what
is found in datacenters and associated with rather
low volumes, brought the computing market to
$156M in 2018. Over the next 10 years, with
the development of robo-taxis and shuttles, this
market will remain the main revenue generator
for AI in automotive, with $9B in total computing
revenue expected in 2028.
Segmentation by activity* - Focus on USA**
ARTIFICIAL INTELLIGENCE SHORTENS THE PATH TO AUTONOMY AND
BRINGS THE HOME INTO THE CAR
VP***/Fusion
FPGA
IP
Algorithms
Hardware
Software
* Non-exhaustive list of companies - ** All main geographic areas are presented in the report - *** VP= Vision Processor
ARTIFICIAL INTELLIGENCE COMPUTING FOR AUTOMOTIVE 2019
Value chain  interactions*
(Yole Développement, February 2019)
WHERE ARE WE TODAY, AND WHERE ARE WE GOING?
The stakes are high: the first company to be on the
road with a mature technology in terms of security,
autonomy, and service features will inevitably take
the bulk of the market. Today, Google Waymo has
a considerable lead technologically and at the service
level – its first cars are already on the road, and a
handful of users are already enjoying its services. On
the ADAS side, Audi launches its first level 3 this year
(the 2019 Audi A8), while behind Audi the majority
of OEMs are offering level 2+ features and planning
to release their high-end Level 3 models this year
and next. For security and marketing reasons, some
OEMs, i.e. Ford, Volvo, and Toyota, have decided to
attack directly Level 4 skipping Level 3, with results
expected around 2025.
Specific to infotainment, there are only a few players
right now. Sony Softkinetic leads the pack for gesture
recognition, and Google, with its vast experience,
In 2019, the first cars qualified as “ADAS level 3” will
hit the road, and AI will enter ADAS level 2 cars,
replacing conventional computer-vision algorithms.
Yole expects a $63M computing market for ADAS in
2019, reaching almost $3.7B in 2028. For infotainment,
AI is already present in high-end BMW, Volvo, and
Mercedes models as an option involving relatively
low volumes. Also, embedded in-car computing
remains quite inexpensive because the computing is
done in the Cloud. However, as for the smart-home
market, there is a willingness to bring intelligence to
the Edge, implying the need to create powerful, more
expensive computing. Yole foresees a fairly strong
increase in infotainment computing revenue, rising
from $18M in 2018 to $768M in 2028.
All AI-related computing is literally exploding, with
total expected 2028 revenue increasing to almost
$14B at a 50% CAGR2018-2028.
2018-2028 revenues breakdown per market
(Yole Développement, February 2019)
Artificial
Intelligence
software
Hardware
Sensors
Data
treatment
 analysis
Tier 1s
OEMs Service providers
*Non-exhaustive list of companies
$18.5M
*CAGR2018-2028
+49%
2018
$174M
2028
$13 800M
$9 400M
*CAGR: Compound Annual Growth Rate
$155M
$0
$3 700M
$770 M
Robotic vehicles
Infotainment
Advanced driver-assistance
systems (ADAS) vehicles
MARKET  TECHNOLOGY REPORT
COMPANIES CITED IN THE REPORT (non exhaustive list)
Alphabet, Algolux, Amazon, AMD, Apple, ARM, Baidu, Bosch, BMW, Continental, Delphi,
Eyesight Faurecia, Ford, General Motors, Google, Infineon, Intel, Intel Mobileye, Kalray, Lyft,
Melexis, Mercedes-Benz, Microship, Microsoft, Nio, Nissan, Nuance, NVIDIA, NXP, Parrot, PSA,
Qualcomm, Renesas, Samsung, Sony Softkinetic, STMicroelectronics, Tesla, Texas Instruments,
Toshiba, Toyota, Uber, Valeo, Videantis, Volkswagen, Volvo, Waymo, Xilinx, and many more...
Find more
details about
this report here:
RELATED REPORTS
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leverages its innovative technologies in the
speech recognition segment.
On the computing side, two giants appear to be
leading the race: Intel Mobileye for the ADAS
market, and NVIDIA for the robotic vehicles
market. These companies’ solutions are powerful
and they also offer extremely powerful software
and software stacks dedicated to processing AI
and computer vision algorithms and adapted to
the automotive ecosystem. However, thanks to
a slower cycle in the automotive world, other
competitors like Renesas and Xilinx are close
behind.
The value chain  interactions figure shows
these players’ position in the value chain, their
leadership, and their relationships.
The autonomous driving revolution is fast-paced
and road-worthy, but also full of obstacles. The
stakes are huge, with the prize being access to a
market in the tens of billions of dollars. AI and its
associated computing fields will play the crucial
role of catalyst for companies wishing to access
this market.
When all is said and done, will Sony, Intel, and
Mobileye still lead? Are expectations reasonable?
And most importantly, what does the future hold
for AI in automotive?
• Hardware  Software for AI 2018 – Consumer
focus
• From Image Processing to Deep Learning,
Introduction to Hardware and Software 2017
• Sensors for Robotics Vehicles 2018
Find all our reports on www.i-micronews.com
Dr. Yohann Tschudi
is a member of the
Semiconductor and
Software division at Yole Développement
(Yole). As a Software and Market Analyst,
Yohann works with his team to identify,
understand, and analyze the role of
software and computing parts within any
semiconductor product - from the machine
code to the highest level of algorithms.
Upon completing his thesis at CERN in
Geneva, Switzerland, Yohann developed
dedicated software for fluid mechanics and
thermodynamics applications. Afterwards,
he worked at the University of Miami
(Florida, United States) for two years as
an AI scientist. Yohann has a PhD in High-
Energy Physics and a master’s degree in
Physical Sciences from Claude Bernard
University in Lyon, France.
AUTHORS
Lauranne Chemisky
is a Technology and
Market Analyst for Yole
Développement’s Semiconductor and
Software team. Lauranne develops market
research reports and customized services
for Yole’s clients, leveraging her technology
training and experience in the fields of
materials and semiconductor manufacturing
processes for advanced packaging
applications. Previously, Lauranne worked
as a Material Development Engineer on the
Softgoods Product Design Team at Apple
(CA, USA). She holds a master’s degree in
Materials Science and Polymers from ITECH
and an M.Sc. in Technology and Innovation
Management from EMLyon Business School,
both in Lyon, France.

Report objectives  methodology	 4
Executive summary	 12
Introduction	35
Market  technology trends	 51
 Autonomous cars	
- Focus on ADAS
- Focus on robotic vehicles
 Infotainment	
- Focus on gesture recognition
- Focus on speech recognition
Market forecasts	 124
 Autonomous cars
- Total AI-related computing hardware market
revenue, per application: 2018 - 2028 forecast
- Total AI-related computing hardware market
revenue, per autonomy level: 2018 - 2028
forecast
- ADAS  AD vehicle shipments: 2018 - 2028
forecast
- Average selling price assumptions for
computing hardware in ADAS vehicles
- ADAS computing hardware: average selling
price assumptions, 2018 - 2028 forecast
- Central computing for robotic vehicles:
average selling price, 2018 - 2028 forecast
- Autonomous cars computing hardware
market: revenue in $M, per level of autonomy
- 2018 - 2028 forecast
- Autonomous cars imaging-related computing
hardware market: revenue in $M, per level of
autonomy - 2018 - 2028 forecast
- AI penetration rate for imaging and fusion
computing
- Autonomous cars AI-related computing
hardware market: revenue in $M, per level of
autonomy
- Autonomous cars imaging-related computing
hardware market: revenue in $M, per level of
autonomy - 2018 - 2028 forecast
- AI penetration rate for imaging and fusion
computing
- Autonomous cars AI-related computing
hardware market: revenue in $M, per level of
autonomy
 Infotainment
- Average selling price assumptions for
hardware and software
- Gesture and speech-recognition revenue
- Gesture-recognition penetration rate, per
autonomy level
- Speech-recognition penetration rate, per
autonomy level
Ecosystems	141
 Autonomous cars
 Infotainment
Investments	182
Algorithms review	 187
 AI algorithms for imaging	
 AI algorithms for audio	
Conclusions	 206
TABLE OF CONTENTS (complete content on i-Micronews.com)
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o Over the course of more than 20 years, Yole Développement has grown to become a group of companies. Together with System Plus Consulting and KnowMade, we now
provide marketing, technology and strategy consulting, media and corporate finance services, reverse costing, structure, process and cost analysis services and well as
intellectual property (IP) and patent analysis. Together, our group of companies is collaborating ever closer and therefore will offer, in 2019, a collection of over 125 reports
and 10 new monitors. Combining respective expertise and methodologies from the three companies, they cover:
o If you are looking for:
• An analysis of your product market and technology
• A review of how your competitors are evolving
• An understanding of your manufacturing and production costs
• An understanding of your industry’s technology roadmap and related IPs
• A clear view supply chain evolution
Our reports and monitors are for you!
o Our team of over 70 analysts, including PhD and MBA qualified industry veterans from Yole Développement, System Plus Consulting and KnowMade, collect information,
identify trends, challenges, emerging markets, and competitive environments. They turn that information into results and give you a complete picture of your industry’s
landscape. In the past 20 years, we have worked on more than 2,000 projects, interacting with technology professionals and high-level opinion makers from the main
players of their industries and realized more than 5,000 interviews per year.
WHAT TO EXPECT IN 2019?
In 2019 we will extend our offering with a new ‘monitor’ product which provides more updates on your industry during the year. The Yole Group of Companies is also building
on and expanding its investigations of the memory industry. Moreover, in parallel, the Yole Group reaffirms its commitment to a new collection of reports mixing software and
hardware and is increasing its involvement in displays, radio-frequency (RF) technology, advanced substrates, batteries and compound semiconductors. Discover our 2019
program right now, and ensure you get a true vision of the industry. Stay tuned!
REPORTS COLLECTION
www.i-Micronews.com
• MEMS  Sensors
• RF devices  technologies
• Medical technologies
• Semiconductor Manufacturing
• Advanced packaging
• Memory
• Batteries and energy management
• Power electronics
• Compound semiconductors
• Solid state lighting
• Displays
• Software
• Imaging
• Photonics
10©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (1/4)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
Market –Technology – Strategy – byYole Développement
Yole Développement (Yole) offers market reports including quantitative market forecasts,
technology trends, company strategy evaluation and indepth application analyses. Yole will
publish more than 55 reports in 2019, with our partner PISEO contributing to some of
the lighting reports.
Reverse Costing® – Structure, Process and Cost Analysis – by
System Plus Consulting
The Reverse Costing® report developed by System Plus Consulting provides full
teardowns, including detailed photos, precise measurements, material analyses,
manufacturing process flows, supply chain evaluations, manufacturing cost analyses and
selling price estimations. The reports listed below are comparisons of several analyzed
components from System Plus Consulting. More reports are however available, and over
60 reports will be released in 2019.The complete list is available at www.systemplus.fr.
Patent Reports – by KnowMade
More than describing the status of the IP situation, these analyses provide a missing link
between patented technologies and market, technological and business trends. They offer
an understanding of the competitive landscape and technology developments from a
patent perspective. They include key insights into key IP players, key patents and future
technology trends. For 2019 KnowMade will release over 15 reports.
The markets targeted are :
• Mobile  Consumer
• Automotive Transportation
• Medical
• Industrial
• Telecom  Infrastructure
• Defense  Aerospace
• Linked reports are dealing with the same topic to provide
• a more detailed analysis.
11©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (1/5)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
MEMS  SENSORS
o MARKET ANDTECHNOLOGY REPORT
• Status of the MEMS Industry 2019 - Update
• Status of the Audio Industry 2019 - New
• Uncooled Infrared Imagers and Detectors 2019 – Update
• Consumer Biometrics:Technologies and MarketTrends 2018
• MEMS Pressure Sensor Market and Technologies 2018
• Gas  Particle Sensors 2018
o STRUCTURE, PROCESS  COST REPORT
• MEMS  Sensors Comparison 2019
• MEMS Pressure Sensor Comparison 2018
• Particle Sensors Comparison 2019
• Miniaturized Gas Sensors Comparison 2018
o PATENT REPORT
• MEMS Foundry Business Portfolio 2019 - New
• Miniaturized Gas Sensors 2019 - New
PHOTONIC AND OPTOELECTRONICS
o MARKET ANDTECHNOLOGY REPORT
• Photonic Integrated Circuit 2019 - New
• LiDARs for Automotive and Industrial Applications 2019 - Update
• Silicon Photonics 2018
o PATENT REPORT
• Silicon Photonics for Data Centers: Optical Transceiver 2019 - New
• LiDAR for Automotive 2018
RF DEVICES ANDTECHNOLOGIES
o MARKET ANDTECHNOLOGY REPORT
• RF GaN Market:Applications, Players,Technology,
and Substrates 2019 - Update
• 5G’s Impact on RF Front-End Module and Connectivity
for Cell Phones 2019 – Update
• 5G impact on Wireless Infrastructure 2019
• Radar andV2X Market  Technology for Automotive 2019 - Update
• Advanced RF Antenna Market  Technology 2019 - New
• RF Standards and Technologies for Connected Objects 2018
o STRUCTURE, PROCESS  COST REPORT
• RF Front-End Module Comparison 2019 - Update
• Automotive Radar RF Chipset Comparison 2018
o PATENT REPORT
• Antenna for 5G Wireless Communications 2019 - New
• RF Front End Modules for Cellphones 2018
• RF Filter for 5G Wireless Communications: Materials and Technologies 2019
• RF GaN : Materials, Devices and Modules 2018
Update : 2018 version still available
12©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (2/5)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
IMAGING
o MARKET ANDTECHNOLOGY REPORT
• Status of the CIS Industry 2019:Technology
and Foundry Business - Update
• Imaging for Automotive 2019 - Update
• NeuromorphicTechnologies for Sensing 2019 - Update
• Status of the CCM and WLO Industry 2019 - Update
• MachineVision for Industry and Automation 2018
• Sensors for RoboticVehicles 2018
o STRUCTURE, PROCESS  COST REPORT
• Compact Camera Modules Comparison 2019
• CMOS Image Sensors Comparison 2019
o PATENT REPORT
• Facial  Gesture Recognition Technlogies in Mobile Devices 2019 - New
• Apple iPhone X Proximity Sensor  Flood Illuminator 2018
MEDICAL IMAGING AND BIOPHOTONICS
o MARKET ANDTECHNOLOGY REPORT
• X-Ray Flat Panel Detectors for Military, Industrial
and Medical Applications 2019 - New
• Microscopy Life Science Cameras: Market and Technology Analysis 2019
• Ultrasound technologies for Medical, Industrial
and Consumer Applications 2018
o PATENT REPORT
• Optical Coherence Tomography Medical Imaging 2018
MICROFLUIDICS
o MARKET ANDTECHNOLOGY REPORT
• Status of the Microfluidics Industry 2019 - Update
• Next Generation Sequencing  DNA Synthesis - Technology,
Consumables Manufacturing and MarketTrends 2019 - New
• Organ-on-a-Chip Market  Technology Landscape 2019 - Update
• Point-of-Need Testing Application of MicrofluidicTechnologies 2018
• Liquid Biopsy: from Isolation to Downstream Applications 2018
• Chinese Microfluidics Industry 2018
o PATENT REPORT
• Microfluidic ManufacturingTechnologies 2019 – New
INKJET AND ACCURATE DISPENSING
o MARKET ANDTECHNOLOGY REPORT
• Inkjet Printheads - Dispensing Technologies
 Market Landscape 2019 - Update
• Emerging Printing Technologies
for Microsystem Manufacturing 2019 - New
• Piezoelectric Materials from Bulk to Thin Film 2019 - New
• Inkjet Functional and Additive Manufacturing for Electronics 2018
o STRUCTURE, PROCESS  COST REPORT
• Piezoelectric Materials from Bulk to Thin Film Comparison 2019
Update : 2018 version still available
13©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (3/5)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
BIOTECHNOLOGIES
o MARKET ANDTECHNOLOGY REPORT
• CRISPR-Cas9 Technology: From Lab to Industries 2018
o PATENT REPORT
• Personalized Medicine 2019 – New
BIOMEMS  MEDICAL MICROSYSTEMS
o MARKET ANDTECHNOLOGY REPORT
• Medical Wearables: Market  Technology Analysis 2019 - New
• Neurotechnologies and Brain Computer Interface 2018
• BioMEMS  Non-Invasive Sensors: Microsystems for Life Sciences
 Healthcare 2018
o PATENT REPORT
• 3D Cell Printing 2019 - New
• CirculatingTumor Cells Isolation 2019 - New
• Nanopore Sequencing 2019 - New
SOFTWARE AND COMPUTING
o MARKET ANDTECHNOLOGY REPORT
• Artificial Intelligence Computing For Automotive 2019 - New
• Hardware and Software for Artificial Intelligence (AI)
in Consumer Applications 2019 - Update
• From Image Processing to Deep Learning 2019 - Update
• xPU (Processing Units) for Cryptocurrency, Blockchain, HPC
and Gaming 2019 – New
MEMORY
o MARKET ANDTECHNOLOGY REPORT
• Status of the Memory Business 2019 - New
• MRAM Technology and Business 2019 - New
• Emerging NonVolatile Memory 2018
o STRUCTURE, PROCESS  COST REPORT
• Memory Comparison 2019
o PATENT REPORT
• Magnetoresistive Random-Access Memory (MRAM) 2019 - New
• 3D Non-Volatile Memory 2018
ADVANCED PACKAGING
o MARKET ANDTECHNOLOGY REPORT
• Fan Out PackagingTechnologies and MarketTrends 2019 - Update
• 3D TSV Integration and Monolithic Business Update 2019 - Update
• Advanced RF SiP for Cellphones 2019 - Update
• Status of Advanced Packaging 2019 - Update
• Status of Advanced Substrates 2019 - Update
• Panel Level PackagingTrends 2019 - Update
• RF System-in-Package  Materials for 5G 2019 - New
• System in Package (SiP) Technology and Market Trends 2019 - New
• Trends in Automotive Packaging 2018
• Thin-Film Integrated Passive Devices 2018
o STRUCTURE, PROCESS  COST REPORT
• Advanced RF SiP for Cellphones Comparison 2019
Update : 2018 version still available
14©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (4/5)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
SEMICONDUCTOR MANUFACTURING
o MARKET ANDTECHNOLOGY REPORT
• Nano Imprint Lithography 2019 - New
• Equipment and Materials for Fan Out Packaging 2019 - Update
• Equipment for More than Moore:Thin Film Deposition
 Etching 2019 - New
• Wafer Starts for More Than Moore Applications 2018
• Polymeric Materials atWafer-Level
for Advanced Packaging 2018
• Bonding and Lithography Equipment Market
for More than Moore Devices 2018
o STRUCTURE, PROCESS  COST REPORT
• Wafer Bonding Comparison 2018
o PATENT REPORT
• Hybrid Bonding for 3D Stack 2019 – New
SOLID STATE LIGHTING
o MARKET ANDTECHNOLOGY REPORT
• Status of the Solid State Light Source Industry 2019 - New
• Edge Emitting Lasers (EELS) 2019 - New
• Light Shaping Technologies 2019 - New
• Automotive Advanced Front Lighting Systems 2019 - New
• VCSELs - Technology, Industry and MarketTrends 2019 - Update
• IR LEDs and Laser Diodes – Technology,Applications,
and Industry Trends 2018
• Automotive Lighting 2018:Technology, Industry and MarketTrends
• UV LEDs - Technology, Manufacturing and ApplicationTrends 2018
• LiFi:Technology, Industry and MarketTrends 2018
o STRUCTURE, PROCESS  COST REPORT
• VCSEL Comparison 2019
o PATENT REPORT
• VCSELs 2018
DISPLAY
o MARKET ANDTECHNOLOGY REPORT
• Next Generation 3D Display 2019 - New
• Next Generation Human Machine Interaction (HMI)in Displays 2019 - New
• Micro-and Mini-LED Displays 2019 - Update
• QD and Wide Color gamut (WCG)
Display Technologies 2019 - Update
• Displays  OpticalVision Systems forVR,AR  MR 2018
o PATENT REPORT
• MicroLED Displays : Intellectual Property Landscape 2018
Update : 2018 version still available
15©2019 | www.yole.fr | About Yole Développement
OUR 2019 REPORTS COLLECTION (5/5)
18 fields of excellence combined with six markets to provide a complete picture of your industry landscape
POWER ELECTRONICS
o MARKET ANDTECHNOLOGY REPORT
• Power SiC: Materials, Devices and Applications 2019 - Update
• Power Electronics for EV/HEV and e-mobility:
Market, Innovations and Trends 2019 - Update
• Status of the Power Electronics Industry 2019 - Update
• Discrete Power Packaging : Material Market
and Technology Trends 2019 - New
• Status of the Power ICs Industry 2019 - Update
• Status of the Passive Components for the Power Electronics
Industry 2019 - Update
• Status of the Inverter Industry 2019 - Update
• Status of the Power Module Packaging Industry 2019 - Update
• Wireless Charging Market Expectations
and Technology Trends 2018
• Power GaN 2018: Epitaxy, Devices,Applications
and Technology Trends
o STRUCTURE, PROCESS  COST REPORT
• Automotive Power Module Packaging Comparison 2018
• GaN-on-Silicon Transistor Comparison 2019
• SiC Transistor Comparison 2019
o PATENT REPORT
• Power SiC : Materials, Devices and Modules 2019 - New
• Power GaN : Materials, Devices and Modules 2019 – Update
BATTERY  ENERGY MANAGEMENT
o MARKET ANDTECHNOLOGY REPORT
• Status of the Rechargeable Li-ion Battery Industry 2019 - New
• Li-ion Battery Packs for Automotive and Stationary Storage
Applications 2019 - Update
o PATENT REPORT
• Battery Energy Density Increase: Materials
and EmergingTechnologies 2019 - New
• Solid-State Batteries 2019 - New
• Status of the Battery Patents 2018
COMPOUND SEMI.
o MARKET ANDTECHNOLOGY REPORT
• Emerging Compound Semiconductor
Market  Technology Trends 2019 - New
• Status of the Compound Semiconductor Industry 2019 - New
• InP Materials, Devices and Applications 2019 - New
• GaAsWafer and Epiwafer Market: RF, Photonics,
LED and PV Applications 2018
o PATENT REPORT
• GaN-on-Silicon Substrate: Materials, Devices
and Applications 2019 - Update
Update : 2018 version still available
16©2019 | www.yole.fr | About Yole Développement
OUR 2019 MONITORS COLLECTION (1/2)
Get the most updated overview of your market to monitor your strategy
Yole Développement, System Plus Consulting and KnowMade, all part of the Yole Group of Companies, are launching a collection of 10 monitors in 2019. The monitors aim to
provide updated market, technology and patent data as well dedicated quarterly analyses of the evolution in your industry over the previous 12 months. Furthermore, you can
benefit from direct access to the analyst for an on-demand QA and discussion session regarding trend analyses, forecasts and breaking news.
Topics covered will be compact camera modules (CCMs), advanced packaging, compound semiconductors, microfluidics, batteries, RF and memory.
MARKET MONITOR byYole Développement
A FULL PACKAGE:
The monitors will provide the evolution of the market in units, wafer area and revenues.
They will also offer insights into what is driving the business and a close look at what is
happening will also be covered in it.
The following deliverables will be included in the monitors:
• An Excel database with all historical and forecast data
• A PDF slide deck with graphs and comments/analyses covering the expected
evolutions
o ADVANCED PACKAGING – NEW
This monitor will provide the evolution of the advanced packaging platforms. It will
cover Fan-Out Wafer Level Packaging (WLP), Fan-Out Panel Level Packaging (PLP),
Wafer-Level Chip Scale Packaging (WLCSP), Flip Chip packaging platforms, and 2.5D
and 3D Through Silicon Via (TSV) integration. Frequency: Quarterly, starting from Q3
2019
o COMPOUND SEMI. – NEW
This monitor will describe how the compound semiconductor industry is evolving. It
will offer a close look at GaAs, InP, SiC, GaN and other compounds of interest
providing wafer volumes, revenues, application breakdowns and momentum.
Frequency: Quarterly, starting from Q3 2019
o CAMERA MODULE – NEW
This monitor will provide the evolution of the imaging industry, with a close look at
image sensor, camera module, lens and VCM. Volumes, revenues and momentum of
companies like Sony, Samsung, Omnivision and OnSemi will thus be analysed.
Frequency: Quarterly, starting from Q3 2019
o MEMORY – UPDATE
For the memory industry you can have access to a quaterly monitor, as well as an
additional service, a monthly pricing. Both services can be bought seprately:
• DRAM Service: Including a quarterly monitor and monthly pricing.
• NAND Service: Including a quarterly monitor and monthly pricing.
REVERSETECHNOLOGY MONITOR by System Plus Consulting
o SMARTPHONES – NEW
To stay updated on the latest components, packaging and silicon chip choices of the smartphone makers, System Plus Consulting has created its first Smartphone Reverse
Technology monitor. This year, get access to the packaging and silicon content database of at least 20 different flagship smartphones – more than five per quarter. Starting at the
beginning of 2019, the monitor will include an Excel database report for each phone and a quarterly comparison.
17©2019 | www.yole.fr | About Yole Développement
OUR 2019 MONITORS COLLECTION (2/2)
Get the most updated overview of your market to monitor your strategy
PATENT MONITOR by KnowMade
A FULL PACKAGE:
Starting at the beginning of the year, the KnowMade monitors include the following
deliverables:
• An Excel file including the monthly IP database of:
• New patent applications
• Newly granted patents
• Expired or abandoned patents
• Transfer of IP rights through re-assignment and licensing
• Patent litigation and opposition
• Quarterly report including a PDF slide deck with the key facts  figures of the
quarter: IP trends over the three last months, with a close look to key IP players and
key patented technologies.
o GaN for Power  RF Electronics
Wafers and epiwafers, GaN-on-SiC, silicon, sapphire or diamond, semiconductor
devices such as transistors, and diodes, devices and applications including converters,
rectifiers, switches, amplifiers, filters, and Monolothic Microwave Integrated Circuits
(MMICs), packaging, modules and systems.
o GaN for Optoelectronics  Photonics
Wafers and epiwafers, GaN-on-sapphire, SiC or silicon; semiconductor devices such
as LEDs and lasers; and applications including lighting, display, visible communication,
photonics, packaging, modules and systems.
o Li-ion Batteries
Anodes made of lithium metal, silicon, and lithium titanate (LTO); cathodes made of
Lithium Iron Phosphate (LFP), Nickel-Manganese-Cobalt (NMC), Lithium Nickel
Cobalt Aluminium Oxide (NCA), Lithium Nickel Metal Dioxide (LiNiMO2), Lithium
Metal Phosphate (LiMPO4), and Lithium Metal Tetroxide (LiMO4); electrolytes
including liquid, polymer/gel, and solid inorganics; ceramic and other separators;
battery cells including thin film/microbattery, flexible, cylindrical and prismatic; and
battery packs and systems.
o Post Li-ion Batteries
Battery technologies including redox-flow batteries, sodium-ion, lithiumsulfur, lithium-
air, and magnesium-ion, and their supply chains, including electrodes, electrolytes,
battery cells and battery packs/systems.
o Solid-State Batteries
Supply chain including electrodes, battery cells, battery packs/systems and
electrolytes, including polymer, inorganic and inorganic/polymer, inorganic materials,
including argyrodites, LIthium Super Ionic CONductor, (LISICONs), Thio-LISICONs,
sulfide glasses, oxide glasses, perovskites, anti-perovskites and garnets.
o RF Acoustic Wave Filters
Including Surface Acoustic Wave (SAW), Temperature Compensated (TC)- SAW, Bulk
Acoustic Wave- Free-standing Bulk Acoustic Resonator (BAWFBAR), BAW-Solidly-
Mounted Resonator (BAW-SMR), and Packaging.
o RF Power Amplifiers
Including Low Noise Amplifiers, Doherty Amplifiers, Packaging, and Millimeter-Wave
technology.
o RF Front-End Modules
o Microfluidics
From components to chips and systems, including all applications.
18©2019 | www.yole.fr | About Yole Développement
MICRONEWS MEDIA
o About Micronews Media
To meet the growing demand for market,
technological and business information,
Micronews Media integrates several tools able
to reach each individual contact within its
network.We will ensure you benefit from this.
ONLINE ONSITE INPERSON
@Micronews e-newsletter
i-Micronews.com
i-Micronewsjp.com
FreeFullPDF.com
Events Webcasts
Unique, cost-effective ways
to reach global audiences.
Online display advertising
campaigns are great strategies
for improving your
product/brand visibility.They
are also an efficient way to
adapt with the demands of the
times and to evolve an effective
marketing plan and strategy.
Brand visibility, networking
opportunities
Today's technology makes it
easy for us to communicate
regularly, quickly, and
inexpensively – but when
understanding each other is
critical, there is no substitute
for meeting in-person. Events
are the best way to exchange
ideas with your customers,
partners, prospects while
increasing your brand/product
visibility.
Targeted audience
involvement equals clear,
concise perception of your
company’s message.
Webcasts are a smart,
innovative way of
communicating to a wider
targeted audience.Webcasts
create very useful, dynamic
reference material for
attendees and also for
absentees, thanks to the
recording technology.
Benefit from the i-Micronews.com
traffic generated by the 11,200+
monthly unique visitors, the
10,500+ weekly readers of
@Micronews e-newsletter
Several key events planned for
2018 on different topics to
attract 120 attendees on average
Gain new leads for your business
from an average of 340
registrants per webcast
Contact: CamilleVeyrier (veyrier@yole.fr), Marketing  Communication Director
19©2019 | www.yole.fr | About Yole Développement
CONTACT INFORMATION
o CONSULTING AND SPECIFICANALYSIS, REPORT
BUSINESS
• North America:
• Steve LaFerriere, Senior Sales Director forWestern US 
Canada
Email: laferriere@yole.fr – + 1 310 600-8267
• Troy Blanchette, Senior Sales Director for Eastern US 
Canada
Email: troy.blanchette@yole.fr – +1 704 859-0453
• Japan  Rest of Asia:
• Takashi Onozawa, General Manager,Asia Business
Development (India  ROA)
Email: onozawa@yole.fr - +81 34405-9204
• Miho Othake, Account Manager (Japan)
Email: ohtake@yole.fr - +81 3 4405 9204
• Itsuyo Oshiba, Account Manager (Korea  Singapore)
Email: oshiba@yole.fr - +81-80-3577-3042
• Greater China: Mavis Wang, Director of Greater China Business
Development
Email: wang@yole.fr - +886 979 336 809
• Europe: Lizzie Levenez, EMEA Business Development Manager
Email: levenez@yole.fr - +49 15 123 544 182
• RoW: Jean-Christophe Eloy, CEO  President,Yole Développement
Email eloy@yole.fr - +33 4 72 83 01 80
o FINANCIAL SERVICES (in partnership withWoodside
Capital Partners)
• Jean-Christophe Eloy, CEO  President
Email: eloy@yole.fr - +33 4 72 83 01 80
• Ivan Donaldson,VP of Financial Market Development
Email: ivan.donaldson@yole.fr - +1 208 850 3914
o CUSTOM PROJECT SERVICES
• Jérome Azémar,Technical Project Development Director
Email: azemar@yole.fr - +33 6 27 68 69 33
o GENERAL
• CamilleVeyrier, Director, Marketing  Communication
Email: veyrier@yole.fr - +33 472 83 01 01
• Sandrine Leroy, Director, Public Relations
Email: leroy@yole.fr - +33 4 72 83 01 89 / +33 6 33 11 61 55
• Email: info@yole.fr - +33 4 72 83 01 80
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Artificial Intelligence Computing for Automotive 2019 Report by Yole Développement

  • 1. © 2019 Market report Artificial Intelligence Computing for Automotive 2019 Sample From Technologies to Markets
  • 2. 2 TABLE OF CONTENTS o REPORT OBJECTIVES & METHODOLOGY 4 o EXECUTIVE SUMMARY 12 1 – INTRODUCTION 35 2 – MARKET & TECHNOLOGY TRENDS 51 o Autonomous cars • Focus on ADAS • Focus on Robotic vehicles o Infotainment • Focus on Gesture recognition • Focus on Speech recognition 3 – MARKET FORECASTS 124 o Autonomous cars • Total AI-related computing hardware market revenue per application forecast 2018-2028 • Total AI-related computing hardware market revenue per level of autonomy forecast 2018-2028 • ADAS & AD vehicles shipment forecast 2018-2028 • Average selling price assumptions of computing hardware for ADAS vehicles • ADAS computing hardware average selling price assumptions forecast 2018-2028 • Central computing for robotic vehicles average selling price forecast 2018- 2028 • Autonomous cars computing hardware market revenue in $M per level of autonomy forecast 2018-2028 • Autonomous cars imaging-related computing hardware market revenue in $M per level of autonomy forecast 2018-2028 • AI penetration rate for imaging and fusion computing • Autonomous cars AI-related computing hardware market revenue in $M per level of autonomy • Autonomous cars imaging-related computing hardware market revenue in $M per level of autonomy forecast 2018-2028 • AI penetration rate for imaging and fusion computing • Autonomous cars AI-related computing hardware market revenue in $M per level of autonomy o Infotainment • Average selling price assumptions of hardware & software • Gesture and speech recognition revenues • Gesture recognition penetration rate per level of autonomy • Speech recognition penetration rate per level of autonomy 4 – ECOSYSTEMS 141 o Autonomous cars o Infotainment 5 – INVESTMENTS 182 6 – ALGORITHMS REVIEW 187 o AI algorithms for imaging o AI algorithms for audio 7 – CONCLUSIONS 206
  • 3. 3 ABOUT THE AUTHORS OFTHIS REPORT Biographies & contact details YohannTschudi As a Software & Market Analyst, Dr. Yohann Tschudi is a member of the Semiconductor & Software division at Yole Développement (Yole). Yohann works daily with his team to identify, understand, and analyze the role of software and computing parts within any semiconductor product, from machine code to the most advanced algorithms. Following his thesis at CERN (Geneva, Switzerland), Yohann developed a dedicated software for fluid mechanics and thermodynamics applications. Afterwards, he served for two years at the University of Miami (FL, United-States) as an AI scientist. Yohann has a PhD in High-Energy Physics and a master’s degree in Physical Sciences from Claude Bernard University (Lyon, France). Contact: tschudi@yole.fr Lauranne Chemisky Lauranne Chemisky is a technology and market analyst in the Semiconductor and Software Team at Yole Développement. Lauranne is currently engaged in the development of market research reports as well as customized services for clients. She is able to leverage her technology training and experience in the fields of materials and semiconductor manufacturing processes for advanced packaging applications. Previously, Lauranne worked at Apple, CA, USA in the Softgoods Product Design Team as a material development engineer. Lauranne holds a masters’ degree in Materials Science and Polymers from ITECH and an M.Sc. in Technology and Innovation Management from EMLyon Business School, both in Lyon, France. Contact: chemisky@yole.fr ©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
  • 4. 4 Alphabet,Algolux, Amazon,AMD,Apple,ARM, Baidu, Bosch, BMW, Continental, Delphi, Eyesight Faurecia, Ford, General Motors, Google, Infineon, Intel, Intel Mobileye, Kalray, Lyft, Melexis, Mercedes-Benz, Microship, Microsoft, Nio, Nissan, Nuance, NVIDIA, NXP, Parrot, PSA, Qualcomm, Renesas, Samsung, Sony Softkinetic, STMicroelectronics,Tesla,Texas Instruments,Toshiba,Toyota, Uber,Valeo,Videantis,Volkswagen,Volvo,Waymo, Xilinx, and many more… COMPANIES CITED IN THE REPORT ©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
  • 5. 5 REPORT OBJECTIVES 1. Provide a scenario for AI within the dynamics of the autonomous automotive market, and understand AI’s impact on the semiconductor industry: o Hardware for AI - revenue forecast, volume shipments forecast o Systems - ASP forecast, revenue forecast, volume shipments forecast o Focus on autonomous automotive 2. Deliver an in-depth understanding of the ecosystem & players: o Who are the players? What are the relationships inside this ecosystem? Who will win the “autonomous” battle? o Who are the key suppliers to watch, and what technologies do they provide? 3. Offer key technical insight and analysis into future technology trends and challenges: o Key technology choices o Technology dynamics o Emerging technologies and roadmaps ©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
  • 6. 6 WHO SHOULD BE INTERESTED IN THIS REPORT? IC manufacturers and vendors, and IP sellers: o Evaluate the market potential of future technologies and products for new applicative markets o Screen potential new suppliers for introducing new disruptive technologies o Monitor and benchmark your competitors’ advancements Sensors and AI-related companies: o Spot new technologies and define diversification strategies o Position your company in the ecosystem Technology suppliers: o Understand the strategies of big players and start- ups Equipment and materials manufacturers: o Comprehend ecosystem dynamics o Realize the differentiated value of your products and technologies in this market o Identify new business opportunities and prospects Tier1 and OEMs: o Analyze the benefits of using these new technologies in your end-system o Filter and select new suppliers Financial and strategic investors: o Grasp the potential of technologies and markets o Acquaint yourself with key emerging companies and start-ups
  • 7. 7 Centralized edge computing Sensor edge computing REPORT SCOPE – IMPACT OF AI ONTHE AUTOMOTIVE INDUSTRY Level 5 Level 4 Robotics Level 3 Level 2 Autonomous driving Infotainment ADAS Gesture recognition Speech recognition Driver environment Driver eye/face monitoring Cloud computing OUT OF REPORT SCOPE • Computing hardware type: • Close to sensor • Centralized computing • Markets: • Autonomous driving • Driver environment Technology Applications ©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
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  • 24. 24 RELATED REPORTS ©2019 | www.yole.fr | Artificial Intelligence Computing for Automotive 2019 | SAMPLE
  • 25. Artificial Intelligence (AI) is slowly but surely invading more and more markets, and thus the daily movements of each one. Yole Développement's (Yole) AI Computing for Automotive 2019 report describes AI’s impact on the automotive ecosystem through autonomous cars and infotainment applications/systems. On the autonomy side, two trends are moving in parallel: on one hand, the classic Original Equipment Manufacturers with the addition of functionalities (including deep learning algorithms for object recognition) that facilitate an increase in advanced driver-assistance systems (ADAS) levels; and on the other hand, startups and tech giants offering services based on robotic vehicles, i.e. shuttles and robo-taxis. These different applications and systems have rapidly surrounded themselves with rich, diversified ecosystems, particularly in terms of sensors and computing. In the ADAS ecosystem, we find classic OEMs like GM, Ford, Toyota, BMW, Audi, and Mercedes, and new players such as Tesla and Nio. On the robotic vehicles side, tech giants including Google (Waymo), Uber, Yantex, Baidu, and Apple will offer the first robo-taxi services in targeted cities this year, surrounded by startups that also offer Maas (Mobility-as-a-service). Regarding robotic shuttle, bus, and commercial vehicle, we find an array of startups such as Navya, EasyMile, and Drive.ai offering transport services for people or goods in closed environments and at low-speed. Tier-1s like Continental are also investing in this promising market. Regarding the usual automotive market, we could expect the first level 2+ and level 3 ADAS cars (with AI-based autonomy) to arrive this year. Computing has also grown enormously around majorplayerslikeIntelanditsMobileyeproduct,and NVIDIA with its Xavier GPU, which now includes units designed specifically for the calculation of deep-learning algorithms. Other solutions offered in dedicated products from Renesas, Xilinx, and Kalray also show much potential. The segmentation by activity - Focus on USA illustration describes these players’ landscape and activity. AI enters the fray with speech and gesture- recognition technologies. Smart-home giants Google and Amazon are now in cars with their well-known speech recognition solutions "Ok, Google!” and “Alexa”, respectively. And Google goes even further by integrating its Android operating system. In terms of gesture recognition, Sony Softkinetic plays a central role with OEMs in developing these solutions. On the computing side, the players are not much different from those in autonomous driving, because it is necessary to develop powerful, power-consuming, adapted solutions for these specific application types. ARTIFICIAL INTELLIGENCE COMPUTING FOR AUTOMOTIVE Market & Technology report - February 2019 Artificial Intelligence for automotive: why you should care. KEY FEATURES • Artificial Intelligence (AI) technologies used in automotive • Cloud computing and edge computing for AI • Types of hardware for advanced driver-assistance systems (ADAS), robotic vehicles, and infotainment • Ecosystems, market forecast, and trends • AI software design and players’ strategies OBJECTIVES OF THE REPORT • Provide a scenario for AI within the dynamics of the autonomous automotive market, and understand AI’s impact on the semiconductor industry: - Hardware for AI - Revenue forecast, volume shipments forecast - Systems - Applications service providers forecast, revenue forecast, volume shipments forecast - Focus on autonomous automotive • Offer an in-depth understanding of the ecosystem and players: - Who are the players? What are the relationships inside this ecosystem? Who will win the “autonomous battle”? - Who are the key suppliers to watch, and what technologies do they provide? • Deliver key technical insight analysis regarding future technology trends and challenges: - Key technology choices - Technology dynamics - Emerging technologies and roadmaps (Yole Développement, February 2019) THE EXPECTED REVOLUTION In 2018, only robotic vehicles could claim to possess in-car AI. The associated computing market, driven by computers equivalent to what is found in datacenters and associated with rather low volumes, brought the computing market to $156M in 2018. Over the next 10 years, with the development of robo-taxis and shuttles, this market will remain the main revenue generator for AI in automotive, with $9B in total computing revenue expected in 2028. Segmentation by activity* - Focus on USA** ARTIFICIAL INTELLIGENCE SHORTENS THE PATH TO AUTONOMY AND BRINGS THE HOME INTO THE CAR VP***/Fusion FPGA IP Algorithms Hardware Software * Non-exhaustive list of companies - ** All main geographic areas are presented in the report - *** VP= Vision Processor
  • 26. ARTIFICIAL INTELLIGENCE COMPUTING FOR AUTOMOTIVE 2019 Value chain interactions* (Yole Développement, February 2019) WHERE ARE WE TODAY, AND WHERE ARE WE GOING? The stakes are high: the first company to be on the road with a mature technology in terms of security, autonomy, and service features will inevitably take the bulk of the market. Today, Google Waymo has a considerable lead technologically and at the service level – its first cars are already on the road, and a handful of users are already enjoying its services. On the ADAS side, Audi launches its first level 3 this year (the 2019 Audi A8), while behind Audi the majority of OEMs are offering level 2+ features and planning to release their high-end Level 3 models this year and next. For security and marketing reasons, some OEMs, i.e. Ford, Volvo, and Toyota, have decided to attack directly Level 4 skipping Level 3, with results expected around 2025. Specific to infotainment, there are only a few players right now. Sony Softkinetic leads the pack for gesture recognition, and Google, with its vast experience, In 2019, the first cars qualified as “ADAS level 3” will hit the road, and AI will enter ADAS level 2 cars, replacing conventional computer-vision algorithms. Yole expects a $63M computing market for ADAS in 2019, reaching almost $3.7B in 2028. For infotainment, AI is already present in high-end BMW, Volvo, and Mercedes models as an option involving relatively low volumes. Also, embedded in-car computing remains quite inexpensive because the computing is done in the Cloud. However, as for the smart-home market, there is a willingness to bring intelligence to the Edge, implying the need to create powerful, more expensive computing. Yole foresees a fairly strong increase in infotainment computing revenue, rising from $18M in 2018 to $768M in 2028. All AI-related computing is literally exploding, with total expected 2028 revenue increasing to almost $14B at a 50% CAGR2018-2028. 2018-2028 revenues breakdown per market (Yole Développement, February 2019) Artificial Intelligence software Hardware Sensors Data treatment analysis Tier 1s OEMs Service providers *Non-exhaustive list of companies $18.5M *CAGR2018-2028 +49% 2018 $174M 2028 $13 800M $9 400M *CAGR: Compound Annual Growth Rate $155M $0 $3 700M $770 M Robotic vehicles Infotainment Advanced driver-assistance systems (ADAS) vehicles
  • 27. MARKET TECHNOLOGY REPORT COMPANIES CITED IN THE REPORT (non exhaustive list) Alphabet, Algolux, Amazon, AMD, Apple, ARM, Baidu, Bosch, BMW, Continental, Delphi, Eyesight Faurecia, Ford, General Motors, Google, Infineon, Intel, Intel Mobileye, Kalray, Lyft, Melexis, Mercedes-Benz, Microship, Microsoft, Nio, Nissan, Nuance, NVIDIA, NXP, Parrot, PSA, Qualcomm, Renesas, Samsung, Sony Softkinetic, STMicroelectronics, Tesla, Texas Instruments, Toshiba, Toyota, Uber, Valeo, Videantis, Volkswagen, Volvo, Waymo, Xilinx, and many more... Find more details about this report here: RELATED REPORTS Benefit from our Bundle Annual Subscription offers and access our analyses at the best available price and with great advantages leverages its innovative technologies in the speech recognition segment. On the computing side, two giants appear to be leading the race: Intel Mobileye for the ADAS market, and NVIDIA for the robotic vehicles market. These companies’ solutions are powerful and they also offer extremely powerful software and software stacks dedicated to processing AI and computer vision algorithms and adapted to the automotive ecosystem. However, thanks to a slower cycle in the automotive world, other competitors like Renesas and Xilinx are close behind. The value chain interactions figure shows these players’ position in the value chain, their leadership, and their relationships. The autonomous driving revolution is fast-paced and road-worthy, but also full of obstacles. The stakes are huge, with the prize being access to a market in the tens of billions of dollars. AI and its associated computing fields will play the crucial role of catalyst for companies wishing to access this market. When all is said and done, will Sony, Intel, and Mobileye still lead? Are expectations reasonable? And most importantly, what does the future hold for AI in automotive? • Hardware Software for AI 2018 – Consumer focus • From Image Processing to Deep Learning, Introduction to Hardware and Software 2017 • Sensors for Robotics Vehicles 2018 Find all our reports on www.i-micronews.com Dr. Yohann Tschudi is a member of the Semiconductor and Software division at Yole Développement (Yole). As a Software and Market Analyst, Yohann works with his team to identify, understand, and analyze the role of software and computing parts within any semiconductor product - from the machine code to the highest level of algorithms. Upon completing his thesis at CERN in Geneva, Switzerland, Yohann developed dedicated software for fluid mechanics and thermodynamics applications. Afterwards, he worked at the University of Miami (Florida, United States) for two years as an AI scientist. Yohann has a PhD in High- Energy Physics and a master’s degree in Physical Sciences from Claude Bernard University in Lyon, France. AUTHORS Lauranne Chemisky is a Technology and Market Analyst for Yole Développement’s Semiconductor and Software team. Lauranne develops market research reports and customized services for Yole’s clients, leveraging her technology training and experience in the fields of materials and semiconductor manufacturing processes for advanced packaging applications. Previously, Lauranne worked as a Material Development Engineer on the Softgoods Product Design Team at Apple (CA, USA). She holds a master’s degree in Materials Science and Polymers from ITECH and an M.Sc. in Technology and Innovation Management from EMLyon Business School, both in Lyon, France. Report objectives methodology 4 Executive summary 12 Introduction 35 Market technology trends 51 Autonomous cars - Focus on ADAS - Focus on robotic vehicles Infotainment - Focus on gesture recognition - Focus on speech recognition Market forecasts 124 Autonomous cars - Total AI-related computing hardware market revenue, per application: 2018 - 2028 forecast - Total AI-related computing hardware market revenue, per autonomy level: 2018 - 2028 forecast - ADAS AD vehicle shipments: 2018 - 2028 forecast - Average selling price assumptions for computing hardware in ADAS vehicles - ADAS computing hardware: average selling price assumptions, 2018 - 2028 forecast - Central computing for robotic vehicles: average selling price, 2018 - 2028 forecast - Autonomous cars computing hardware market: revenue in $M, per level of autonomy - 2018 - 2028 forecast - Autonomous cars imaging-related computing hardware market: revenue in $M, per level of autonomy - 2018 - 2028 forecast - AI penetration rate for imaging and fusion computing - Autonomous cars AI-related computing hardware market: revenue in $M, per level of autonomy - Autonomous cars imaging-related computing hardware market: revenue in $M, per level of autonomy - 2018 - 2028 forecast - AI penetration rate for imaging and fusion computing - Autonomous cars AI-related computing hardware market: revenue in $M, per level of autonomy Infotainment - Average selling price assumptions for hardware and software - Gesture and speech-recognition revenue - Gesture-recognition penetration rate, per autonomy level - Speech-recognition penetration rate, per autonomy level Ecosystems 141 Autonomous cars Infotainment Investments 182 Algorithms review 187 AI algorithms for imaging AI algorithms for audio Conclusions 206 TABLE OF CONTENTS (complete content on i-Micronews.com)
  • 28. ORDER FORM Artificial Intelligence Computing for Automotive 2019 SHIPPING CONTACT First Name: Email: Last Name: Phone: PAYMENT BY CREDIT CARD Visa Mastercard Amex Name of the Card Holder: Credit Card Number: Card Verification Value (3 digits except AMEX: 4 digits): Expiration date: BY BANK TRANSFER BANK INFO: HSBC, 1 place de la Bourse, F-69002 Lyon, France, Bank code: 30056, Branch code: 00170 Account No: 0170 200 1565  87, SWIFT or BIC code: CCFRFRPP, IBAN: FR76 3005 6001 7001 7020 0156 587 RETURN ORDER BY • MAIL: YOLE DÉVELOPPEMENT, Le Quartz, 75 Cours Emile Zola, 69100 Villeurbanne/Lyon - France SALES CONTACTS • Western US Canada - Steve Laferriere: + 1 310 600-8267 – laferriere@yole.fr • Eastern US Canada - Troy Blanchette: +1 704 859 0453 – troy.blanchette@yole.fr • Europe RoW - Lizzie Levenez: + 49 15 123 544 182 – levenez@yole.fr • Japan Rest of Asia - Takashi Onozawa: +81-80-4371-4887 – onozawa@yole.fr • Greater China - Mavis Wang: +886 979 336 809 – wang@yole.fr • Specific inquiries: +33 472 830 180 – info@yole.fr (1) Our Terms and Conditions of Sale are available at www.yole.fr/Terms_and_Conditions_of_Sale.aspx The present document is valid 24 months after its publishing date: February 21, 2019 / ABOUT YOLE DEVELOPPEMENT BILL TO Name (Mr/Ms/Dr/Pr): Job Title: Company: Address: City: State: Postcode/Zip: Country*: *VAT ID Number for EU members: Tel: Email: Date: PRODUCT ORDER - Ref YD19005 Please enter my order for above named report: One user license*: Euro 5,990 Multi user license: Euro 6,490 - The report will be ready for delivery from March 11, 2019 - For price in dollars, please use the day’s exchange rate. All reports are delivered electronically at payment reception. For French customers, add 20% for VAT I hereby accept Yole Développement’s Terms and Conditions of Sale(1) Signature: *One user license means only one person at the company can use the report. Founded in 1998, Yole Développement has grown to become a group of companies providing marketing, technology and strategy consulting, media and corporate finance services, reverse engineering and reverse costing services and well as IP and patent analysis. With a strong focus on emerging applications using silicon and/or micro manufacturing, the Yole group of companies has expanded to include more than 80 collaborators worldwide covering MEMS and Image Sensors, Compound Semiconductors, RF Electronics, Solid-state lighting, Displays, Software, Optoelectronics, Microfluidics Medical, Advanced Packaging, Manufacturing, Nanomaterials, Power Electronics and Batteries Energy Management. The “More than Moore” market research, technology and strategy consulting company Yole Développement, along with its partners System Plus Consulting, PISEO and KnowMade, support industrial companies, investors and RD organizations worldwide to help them understand markets and follow technology trends to grow their business. CONSULTING AND ANALYSIS • Market data research, marketing analysis • Technology analysis • Strategy consulting • Reverse engineering costing • Patent analysis • Design and characterization of innovative optical systems • Financial services (due diligence, MA with our partner) More information on www.yole.fr MEDIA EVENTS • i-Micronews.com website related @Micronews e-newsletter • Communication webcast services • Events: TechDays, forums… More information on www.i-Micronews.com REPORTS • Market technology reports • Patent investigation and patent infringement risk analysis • Structure, process and cost analysis • Cost simulation tool More information on www.i-micronews.com/reports CONTACTS For more information about : • Consulting Financial Services: Jean-Christophe Eloy (eloy@yole.fr) • Reports: David Jourdan (jourdan@yole.fr) Yole Group of Companies • Press Relations Corporate Communication: Sandrine Leroy (leroy@yole.fr)
  • 29. © 2019 Yole Développement FromTechnologies to Market Source: Wikimedia Commons
  • 30. 2©2019 | www.yole.fr | About Yole Développement YOLE DEVELOPPEMENT – FIELDS OF EXPERTISE Life Sciences Healthcare o Microfluidics o BioMEMS Medical Microsystems o Inkjet and accurate dispensing o Solid-State Medical Imaging BioPhotonics o BioTechnologies Power Wireless o RF Devices Technologies o Compound Semiconductors Emerging Materials o Power Electronics o Batteries Energy Management Semiconductor Software o Package,Assembly Substrates o Semiconductor Manufacturing o Memory o Software Computing Photonics, Sensing Display o Solid-State Lighting o Display o MEMS, Sensors Actuators o Imaging o Photonics Optoelectronics Semiconductor Software Power Wireless Photonics, Sensing Display Life Sciences Healthcare
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  • 32. 4©2019 | www.yole.fr | About Yole Développement 6 COMPANIES TO SERVEYOUR BUSINESS Due diligence www.yole.fr Manufacturing costs analysis Teardown and reverse engineering Cost simulation tools www.systemplus.fr Market, technology and strategy consulting www.yole.fr IP analysis Patent assessment www.knowmade.fr Innovation and business maker www.bmorpho.com Design and characterization of innovative optical systems www.piseo.fr Yole Group of Companies
  • 33. 5©2019 | www.yole.fr | About Yole Développement OUR GLOBAL ACTIVITY 30%of our business 40%of our business 30%of our business Greater China office Yole Japan HQ in Lyon Nantes Paris Nice Vénissieux Europe office Frankfurt Hsinchu Tokyo Yole Inc. Phoenix Yole Korea Seoul Palo Alto
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  • 36. 8©2019 | www.yole.fr | About Yole Développement SERVING MULTIPLE INDUSTRIAL FIELDS We work across multiples industries to understand the impact of More-than- Moore technologies from device to system From A to Z… Transportation makers Mobile phone and consumer electronics Automotive Medical systems Industrial and defense Energy management
  • 37. 9©2019 | www.yole.fr | About Yole Développement o Over the course of more than 20 years, Yole Développement has grown to become a group of companies. Together with System Plus Consulting and KnowMade, we now provide marketing, technology and strategy consulting, media and corporate finance services, reverse costing, structure, process and cost analysis services and well as intellectual property (IP) and patent analysis. Together, our group of companies is collaborating ever closer and therefore will offer, in 2019, a collection of over 125 reports and 10 new monitors. Combining respective expertise and methodologies from the three companies, they cover: o If you are looking for: • An analysis of your product market and technology • A review of how your competitors are evolving • An understanding of your manufacturing and production costs • An understanding of your industry’s technology roadmap and related IPs • A clear view supply chain evolution Our reports and monitors are for you! o Our team of over 70 analysts, including PhD and MBA qualified industry veterans from Yole Développement, System Plus Consulting and KnowMade, collect information, identify trends, challenges, emerging markets, and competitive environments. They turn that information into results and give you a complete picture of your industry’s landscape. In the past 20 years, we have worked on more than 2,000 projects, interacting with technology professionals and high-level opinion makers from the main players of their industries and realized more than 5,000 interviews per year. WHAT TO EXPECT IN 2019? In 2019 we will extend our offering with a new ‘monitor’ product which provides more updates on your industry during the year. The Yole Group of Companies is also building on and expanding its investigations of the memory industry. Moreover, in parallel, the Yole Group reaffirms its commitment to a new collection of reports mixing software and hardware and is increasing its involvement in displays, radio-frequency (RF) technology, advanced substrates, batteries and compound semiconductors. Discover our 2019 program right now, and ensure you get a true vision of the industry. Stay tuned! REPORTS COLLECTION www.i-Micronews.com • MEMS Sensors • RF devices technologies • Medical technologies • Semiconductor Manufacturing • Advanced packaging • Memory • Batteries and energy management • Power electronics • Compound semiconductors • Solid state lighting • Displays • Software • Imaging • Photonics
  • 38. 10©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (1/4) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape Market –Technology – Strategy – byYole Développement Yole Développement (Yole) offers market reports including quantitative market forecasts, technology trends, company strategy evaluation and indepth application analyses. Yole will publish more than 55 reports in 2019, with our partner PISEO contributing to some of the lighting reports. Reverse Costing® – Structure, Process and Cost Analysis – by System Plus Consulting The Reverse Costing® report developed by System Plus Consulting provides full teardowns, including detailed photos, precise measurements, material analyses, manufacturing process flows, supply chain evaluations, manufacturing cost analyses and selling price estimations. The reports listed below are comparisons of several analyzed components from System Plus Consulting. More reports are however available, and over 60 reports will be released in 2019.The complete list is available at www.systemplus.fr. Patent Reports – by KnowMade More than describing the status of the IP situation, these analyses provide a missing link between patented technologies and market, technological and business trends. They offer an understanding of the competitive landscape and technology developments from a patent perspective. They include key insights into key IP players, key patents and future technology trends. For 2019 KnowMade will release over 15 reports. The markets targeted are : • Mobile Consumer • Automotive Transportation • Medical • Industrial • Telecom Infrastructure • Defense Aerospace • Linked reports are dealing with the same topic to provide • a more detailed analysis.
  • 39. 11©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (1/5) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape MEMS SENSORS o MARKET ANDTECHNOLOGY REPORT • Status of the MEMS Industry 2019 - Update • Status of the Audio Industry 2019 - New • Uncooled Infrared Imagers and Detectors 2019 – Update • Consumer Biometrics:Technologies and MarketTrends 2018 • MEMS Pressure Sensor Market and Technologies 2018 • Gas Particle Sensors 2018 o STRUCTURE, PROCESS COST REPORT • MEMS Sensors Comparison 2019 • MEMS Pressure Sensor Comparison 2018 • Particle Sensors Comparison 2019 • Miniaturized Gas Sensors Comparison 2018 o PATENT REPORT • MEMS Foundry Business Portfolio 2019 - New • Miniaturized Gas Sensors 2019 - New PHOTONIC AND OPTOELECTRONICS o MARKET ANDTECHNOLOGY REPORT • Photonic Integrated Circuit 2019 - New • LiDARs for Automotive and Industrial Applications 2019 - Update • Silicon Photonics 2018 o PATENT REPORT • Silicon Photonics for Data Centers: Optical Transceiver 2019 - New • LiDAR for Automotive 2018 RF DEVICES ANDTECHNOLOGIES o MARKET ANDTECHNOLOGY REPORT • RF GaN Market:Applications, Players,Technology, and Substrates 2019 - Update • 5G’s Impact on RF Front-End Module and Connectivity for Cell Phones 2019 – Update • 5G impact on Wireless Infrastructure 2019 • Radar andV2X Market Technology for Automotive 2019 - Update • Advanced RF Antenna Market Technology 2019 - New • RF Standards and Technologies for Connected Objects 2018 o STRUCTURE, PROCESS COST REPORT • RF Front-End Module Comparison 2019 - Update • Automotive Radar RF Chipset Comparison 2018 o PATENT REPORT • Antenna for 5G Wireless Communications 2019 - New • RF Front End Modules for Cellphones 2018 • RF Filter for 5G Wireless Communications: Materials and Technologies 2019 • RF GaN : Materials, Devices and Modules 2018 Update : 2018 version still available
  • 40. 12©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (2/5) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape IMAGING o MARKET ANDTECHNOLOGY REPORT • Status of the CIS Industry 2019:Technology and Foundry Business - Update • Imaging for Automotive 2019 - Update • NeuromorphicTechnologies for Sensing 2019 - Update • Status of the CCM and WLO Industry 2019 - Update • MachineVision for Industry and Automation 2018 • Sensors for RoboticVehicles 2018 o STRUCTURE, PROCESS COST REPORT • Compact Camera Modules Comparison 2019 • CMOS Image Sensors Comparison 2019 o PATENT REPORT • Facial Gesture Recognition Technlogies in Mobile Devices 2019 - New • Apple iPhone X Proximity Sensor Flood Illuminator 2018 MEDICAL IMAGING AND BIOPHOTONICS o MARKET ANDTECHNOLOGY REPORT • X-Ray Flat Panel Detectors for Military, Industrial and Medical Applications 2019 - New • Microscopy Life Science Cameras: Market and Technology Analysis 2019 • Ultrasound technologies for Medical, Industrial and Consumer Applications 2018 o PATENT REPORT • Optical Coherence Tomography Medical Imaging 2018 MICROFLUIDICS o MARKET ANDTECHNOLOGY REPORT • Status of the Microfluidics Industry 2019 - Update • Next Generation Sequencing DNA Synthesis - Technology, Consumables Manufacturing and MarketTrends 2019 - New • Organ-on-a-Chip Market Technology Landscape 2019 - Update • Point-of-Need Testing Application of MicrofluidicTechnologies 2018 • Liquid Biopsy: from Isolation to Downstream Applications 2018 • Chinese Microfluidics Industry 2018 o PATENT REPORT • Microfluidic ManufacturingTechnologies 2019 – New INKJET AND ACCURATE DISPENSING o MARKET ANDTECHNOLOGY REPORT • Inkjet Printheads - Dispensing Technologies Market Landscape 2019 - Update • Emerging Printing Technologies for Microsystem Manufacturing 2019 - New • Piezoelectric Materials from Bulk to Thin Film 2019 - New • Inkjet Functional and Additive Manufacturing for Electronics 2018 o STRUCTURE, PROCESS COST REPORT • Piezoelectric Materials from Bulk to Thin Film Comparison 2019 Update : 2018 version still available
  • 41. 13©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (3/5) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape BIOTECHNOLOGIES o MARKET ANDTECHNOLOGY REPORT • CRISPR-Cas9 Technology: From Lab to Industries 2018 o PATENT REPORT • Personalized Medicine 2019 – New BIOMEMS MEDICAL MICROSYSTEMS o MARKET ANDTECHNOLOGY REPORT • Medical Wearables: Market Technology Analysis 2019 - New • Neurotechnologies and Brain Computer Interface 2018 • BioMEMS Non-Invasive Sensors: Microsystems for Life Sciences Healthcare 2018 o PATENT REPORT • 3D Cell Printing 2019 - New • CirculatingTumor Cells Isolation 2019 - New • Nanopore Sequencing 2019 - New SOFTWARE AND COMPUTING o MARKET ANDTECHNOLOGY REPORT • Artificial Intelligence Computing For Automotive 2019 - New • Hardware and Software for Artificial Intelligence (AI) in Consumer Applications 2019 - Update • From Image Processing to Deep Learning 2019 - Update • xPU (Processing Units) for Cryptocurrency, Blockchain, HPC and Gaming 2019 – New MEMORY o MARKET ANDTECHNOLOGY REPORT • Status of the Memory Business 2019 - New • MRAM Technology and Business 2019 - New • Emerging NonVolatile Memory 2018 o STRUCTURE, PROCESS COST REPORT • Memory Comparison 2019 o PATENT REPORT • Magnetoresistive Random-Access Memory (MRAM) 2019 - New • 3D Non-Volatile Memory 2018 ADVANCED PACKAGING o MARKET ANDTECHNOLOGY REPORT • Fan Out PackagingTechnologies and MarketTrends 2019 - Update • 3D TSV Integration and Monolithic Business Update 2019 - Update • Advanced RF SiP for Cellphones 2019 - Update • Status of Advanced Packaging 2019 - Update • Status of Advanced Substrates 2019 - Update • Panel Level PackagingTrends 2019 - Update • RF System-in-Package Materials for 5G 2019 - New • System in Package (SiP) Technology and Market Trends 2019 - New • Trends in Automotive Packaging 2018 • Thin-Film Integrated Passive Devices 2018 o STRUCTURE, PROCESS COST REPORT • Advanced RF SiP for Cellphones Comparison 2019 Update : 2018 version still available
  • 42. 14©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (4/5) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape SEMICONDUCTOR MANUFACTURING o MARKET ANDTECHNOLOGY REPORT • Nano Imprint Lithography 2019 - New • Equipment and Materials for Fan Out Packaging 2019 - Update • Equipment for More than Moore:Thin Film Deposition Etching 2019 - New • Wafer Starts for More Than Moore Applications 2018 • Polymeric Materials atWafer-Level for Advanced Packaging 2018 • Bonding and Lithography Equipment Market for More than Moore Devices 2018 o STRUCTURE, PROCESS COST REPORT • Wafer Bonding Comparison 2018 o PATENT REPORT • Hybrid Bonding for 3D Stack 2019 – New SOLID STATE LIGHTING o MARKET ANDTECHNOLOGY REPORT • Status of the Solid State Light Source Industry 2019 - New • Edge Emitting Lasers (EELS) 2019 - New • Light Shaping Technologies 2019 - New • Automotive Advanced Front Lighting Systems 2019 - New • VCSELs - Technology, Industry and MarketTrends 2019 - Update • IR LEDs and Laser Diodes – Technology,Applications, and Industry Trends 2018 • Automotive Lighting 2018:Technology, Industry and MarketTrends • UV LEDs - Technology, Manufacturing and ApplicationTrends 2018 • LiFi:Technology, Industry and MarketTrends 2018 o STRUCTURE, PROCESS COST REPORT • VCSEL Comparison 2019 o PATENT REPORT • VCSELs 2018 DISPLAY o MARKET ANDTECHNOLOGY REPORT • Next Generation 3D Display 2019 - New • Next Generation Human Machine Interaction (HMI)in Displays 2019 - New • Micro-and Mini-LED Displays 2019 - Update • QD and Wide Color gamut (WCG) Display Technologies 2019 - Update • Displays OpticalVision Systems forVR,AR MR 2018 o PATENT REPORT • MicroLED Displays : Intellectual Property Landscape 2018 Update : 2018 version still available
  • 43. 15©2019 | www.yole.fr | About Yole Développement OUR 2019 REPORTS COLLECTION (5/5) 18 fields of excellence combined with six markets to provide a complete picture of your industry landscape POWER ELECTRONICS o MARKET ANDTECHNOLOGY REPORT • Power SiC: Materials, Devices and Applications 2019 - Update • Power Electronics for EV/HEV and e-mobility: Market, Innovations and Trends 2019 - Update • Status of the Power Electronics Industry 2019 - Update • Discrete Power Packaging : Material Market and Technology Trends 2019 - New • Status of the Power ICs Industry 2019 - Update • Status of the Passive Components for the Power Electronics Industry 2019 - Update • Status of the Inverter Industry 2019 - Update • Status of the Power Module Packaging Industry 2019 - Update • Wireless Charging Market Expectations and Technology Trends 2018 • Power GaN 2018: Epitaxy, Devices,Applications and Technology Trends o STRUCTURE, PROCESS COST REPORT • Automotive Power Module Packaging Comparison 2018 • GaN-on-Silicon Transistor Comparison 2019 • SiC Transistor Comparison 2019 o PATENT REPORT • Power SiC : Materials, Devices and Modules 2019 - New • Power GaN : Materials, Devices and Modules 2019 – Update BATTERY ENERGY MANAGEMENT o MARKET ANDTECHNOLOGY REPORT • Status of the Rechargeable Li-ion Battery Industry 2019 - New • Li-ion Battery Packs for Automotive and Stationary Storage Applications 2019 - Update o PATENT REPORT • Battery Energy Density Increase: Materials and EmergingTechnologies 2019 - New • Solid-State Batteries 2019 - New • Status of the Battery Patents 2018 COMPOUND SEMI. o MARKET ANDTECHNOLOGY REPORT • Emerging Compound Semiconductor Market Technology Trends 2019 - New • Status of the Compound Semiconductor Industry 2019 - New • InP Materials, Devices and Applications 2019 - New • GaAsWafer and Epiwafer Market: RF, Photonics, LED and PV Applications 2018 o PATENT REPORT • GaN-on-Silicon Substrate: Materials, Devices and Applications 2019 - Update Update : 2018 version still available
  • 44. 16©2019 | www.yole.fr | About Yole Développement OUR 2019 MONITORS COLLECTION (1/2) Get the most updated overview of your market to monitor your strategy Yole Développement, System Plus Consulting and KnowMade, all part of the Yole Group of Companies, are launching a collection of 10 monitors in 2019. The monitors aim to provide updated market, technology and patent data as well dedicated quarterly analyses of the evolution in your industry over the previous 12 months. Furthermore, you can benefit from direct access to the analyst for an on-demand QA and discussion session regarding trend analyses, forecasts and breaking news. Topics covered will be compact camera modules (CCMs), advanced packaging, compound semiconductors, microfluidics, batteries, RF and memory. MARKET MONITOR byYole Développement A FULL PACKAGE: The monitors will provide the evolution of the market in units, wafer area and revenues. They will also offer insights into what is driving the business and a close look at what is happening will also be covered in it. The following deliverables will be included in the monitors: • An Excel database with all historical and forecast data • A PDF slide deck with graphs and comments/analyses covering the expected evolutions o ADVANCED PACKAGING – NEW This monitor will provide the evolution of the advanced packaging platforms. It will cover Fan-Out Wafer Level Packaging (WLP), Fan-Out Panel Level Packaging (PLP), Wafer-Level Chip Scale Packaging (WLCSP), Flip Chip packaging platforms, and 2.5D and 3D Through Silicon Via (TSV) integration. Frequency: Quarterly, starting from Q3 2019 o COMPOUND SEMI. – NEW This monitor will describe how the compound semiconductor industry is evolving. It will offer a close look at GaAs, InP, SiC, GaN and other compounds of interest providing wafer volumes, revenues, application breakdowns and momentum. Frequency: Quarterly, starting from Q3 2019 o CAMERA MODULE – NEW This monitor will provide the evolution of the imaging industry, with a close look at image sensor, camera module, lens and VCM. Volumes, revenues and momentum of companies like Sony, Samsung, Omnivision and OnSemi will thus be analysed. Frequency: Quarterly, starting from Q3 2019 o MEMORY – UPDATE For the memory industry you can have access to a quaterly monitor, as well as an additional service, a monthly pricing. Both services can be bought seprately: • DRAM Service: Including a quarterly monitor and monthly pricing. • NAND Service: Including a quarterly monitor and monthly pricing. REVERSETECHNOLOGY MONITOR by System Plus Consulting o SMARTPHONES – NEW To stay updated on the latest components, packaging and silicon chip choices of the smartphone makers, System Plus Consulting has created its first Smartphone Reverse Technology monitor. This year, get access to the packaging and silicon content database of at least 20 different flagship smartphones – more than five per quarter. Starting at the beginning of 2019, the monitor will include an Excel database report for each phone and a quarterly comparison.
  • 45. 17©2019 | www.yole.fr | About Yole Développement OUR 2019 MONITORS COLLECTION (2/2) Get the most updated overview of your market to monitor your strategy PATENT MONITOR by KnowMade A FULL PACKAGE: Starting at the beginning of the year, the KnowMade monitors include the following deliverables: • An Excel file including the monthly IP database of: • New patent applications • Newly granted patents • Expired or abandoned patents • Transfer of IP rights through re-assignment and licensing • Patent litigation and opposition • Quarterly report including a PDF slide deck with the key facts figures of the quarter: IP trends over the three last months, with a close look to key IP players and key patented technologies. o GaN for Power RF Electronics Wafers and epiwafers, GaN-on-SiC, silicon, sapphire or diamond, semiconductor devices such as transistors, and diodes, devices and applications including converters, rectifiers, switches, amplifiers, filters, and Monolothic Microwave Integrated Circuits (MMICs), packaging, modules and systems. o GaN for Optoelectronics Photonics Wafers and epiwafers, GaN-on-sapphire, SiC or silicon; semiconductor devices such as LEDs and lasers; and applications including lighting, display, visible communication, photonics, packaging, modules and systems. o Li-ion Batteries Anodes made of lithium metal, silicon, and lithium titanate (LTO); cathodes made of Lithium Iron Phosphate (LFP), Nickel-Manganese-Cobalt (NMC), Lithium Nickel Cobalt Aluminium Oxide (NCA), Lithium Nickel Metal Dioxide (LiNiMO2), Lithium Metal Phosphate (LiMPO4), and Lithium Metal Tetroxide (LiMO4); electrolytes including liquid, polymer/gel, and solid inorganics; ceramic and other separators; battery cells including thin film/microbattery, flexible, cylindrical and prismatic; and battery packs and systems. o Post Li-ion Batteries Battery technologies including redox-flow batteries, sodium-ion, lithiumsulfur, lithium- air, and magnesium-ion, and their supply chains, including electrodes, electrolytes, battery cells and battery packs/systems. o Solid-State Batteries Supply chain including electrodes, battery cells, battery packs/systems and electrolytes, including polymer, inorganic and inorganic/polymer, inorganic materials, including argyrodites, LIthium Super Ionic CONductor, (LISICONs), Thio-LISICONs, sulfide glasses, oxide glasses, perovskites, anti-perovskites and garnets. o RF Acoustic Wave Filters Including Surface Acoustic Wave (SAW), Temperature Compensated (TC)- SAW, Bulk Acoustic Wave- Free-standing Bulk Acoustic Resonator (BAWFBAR), BAW-Solidly- Mounted Resonator (BAW-SMR), and Packaging. o RF Power Amplifiers Including Low Noise Amplifiers, Doherty Amplifiers, Packaging, and Millimeter-Wave technology. o RF Front-End Modules o Microfluidics From components to chips and systems, including all applications.
  • 46. 18©2019 | www.yole.fr | About Yole Développement MICRONEWS MEDIA o About Micronews Media To meet the growing demand for market, technological and business information, Micronews Media integrates several tools able to reach each individual contact within its network.We will ensure you benefit from this. ONLINE ONSITE INPERSON @Micronews e-newsletter i-Micronews.com i-Micronewsjp.com FreeFullPDF.com Events Webcasts Unique, cost-effective ways to reach global audiences. Online display advertising campaigns are great strategies for improving your product/brand visibility.They are also an efficient way to adapt with the demands of the times and to evolve an effective marketing plan and strategy. Brand visibility, networking opportunities Today's technology makes it easy for us to communicate regularly, quickly, and inexpensively – but when understanding each other is critical, there is no substitute for meeting in-person. Events are the best way to exchange ideas with your customers, partners, prospects while increasing your brand/product visibility. Targeted audience involvement equals clear, concise perception of your company’s message. Webcasts are a smart, innovative way of communicating to a wider targeted audience.Webcasts create very useful, dynamic reference material for attendees and also for absentees, thanks to the recording technology. Benefit from the i-Micronews.com traffic generated by the 11,200+ monthly unique visitors, the 10,500+ weekly readers of @Micronews e-newsletter Several key events planned for 2018 on different topics to attract 120 attendees on average Gain new leads for your business from an average of 340 registrants per webcast Contact: CamilleVeyrier (veyrier@yole.fr), Marketing Communication Director
  • 47. 19©2019 | www.yole.fr | About Yole Développement CONTACT INFORMATION o CONSULTING AND SPECIFICANALYSIS, REPORT BUSINESS • North America: • Steve LaFerriere, Senior Sales Director forWestern US Canada Email: laferriere@yole.fr – + 1 310 600-8267 • Troy Blanchette, Senior Sales Director for Eastern US Canada Email: troy.blanchette@yole.fr – +1 704 859-0453 • Japan Rest of Asia: • Takashi Onozawa, General Manager,Asia Business Development (India ROA) Email: onozawa@yole.fr - +81 34405-9204 • Miho Othake, Account Manager (Japan) Email: ohtake@yole.fr - +81 3 4405 9204 • Itsuyo Oshiba, Account Manager (Korea Singapore) Email: oshiba@yole.fr - +81-80-3577-3042 • Greater China: Mavis Wang, Director of Greater China Business Development Email: wang@yole.fr - +886 979 336 809 • Europe: Lizzie Levenez, EMEA Business Development Manager Email: levenez@yole.fr - +49 15 123 544 182 • RoW: Jean-Christophe Eloy, CEO President,Yole Développement Email eloy@yole.fr - +33 4 72 83 01 80 o FINANCIAL SERVICES (in partnership withWoodside Capital Partners) • Jean-Christophe Eloy, CEO President Email: eloy@yole.fr - +33 4 72 83 01 80 • Ivan Donaldson,VP of Financial Market Development Email: ivan.donaldson@yole.fr - +1 208 850 3914 o CUSTOM PROJECT SERVICES • Jérome Azémar,Technical Project Development Director Email: azemar@yole.fr - +33 6 27 68 69 33 o GENERAL • CamilleVeyrier, Director, Marketing Communication Email: veyrier@yole.fr - +33 472 83 01 01 • Sandrine Leroy, Director, Public Relations Email: leroy@yole.fr - +33 4 72 83 01 89 / +33 6 33 11 61 55 • Email: info@yole.fr - +33 4 72 83 01 80 Follow us on