SlideShare a Scribd company logo
1 of 31
Don’t just think outside the box.
See outside the box.
Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing
Automotive Applications from the Interior to the Exterior
Jari Honkanen
(Jari_Honkanen@MicroVision.com)
(https://www.linkedin.com/in/jarihonkanen)
Rev. 1.0; Nov 9, 2017
11/14/20172 MICROVISION, INC. COPYRIGHT 2016. ALL RIGHTS RESERVED.
Agenda
• Introduction
• What is a 3D Depth Sensor?
• Automotive Applications Utilizing 3D Depth Sensors
• Exterior 3D Depth Sensor Technologies
• Interior 3D Depth Sensor Technologies
• MEMS-Driven Laser Beam Scanning (LBS) Technology
• MEMS
• HUD and LiDAR
• Future MEMS-Driven Scanning LiDAR Opportunities
• Conclusion – Path to Autonomous Vehicles
3 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
3D Depth Sensor – what is it?
 3D sensors allow devices to observe the
environment in 3 dimensions
 3D imagers measure distance for every pixel
within detection field.
Number of
measurements
within detection
field of view
Depth
Sensor/Imager
X
Y
Distance,
Z
Depth Map Point Cloud
 3D imagers produce a 2D addressable array, a
depth map, or further a 3-dimensional collection
of points, a point cloud
4 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
ADAS Applications utilizing exterior 3D depth sensors
Image Source: Design News, April 2016 Image Source: Continental
Augmented Reality HUD
5 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Automotive Gesture Recognition Applications utilizing
interior 3D depth sensors
Image Source: Continental
• Touchless controls
• Infotainment
• Navigation
• Interior lighting
• Climate control
• Windows
• Driver monitoring
• Driver identification / Facial Recognition
• Gaze detection
• Driver awareness
• Head drooping
• Eyes closing
6 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Exterior sensor technologies enabling Vehicles to “see”
Image Source: Delphi
Camera & Stereo Camera
• Camera records video interpreted by computer
vision algorithms. Stereo cameras can be used to
add 3D Depth information.
• Pros: Can distinguish and classify objects, such
as signs, lane markings, traffic lights. May also be
able to classify more complex objects such
as animals and pedestrians.
• Cons: Can only see what camera can
see, challenges in low light or bright
sun light`
7 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Exterior sensor technologies enabling Vehicles to “see”
Image Source: Delphi
Radar
• Car transmits radio waves and interprets the
back reflection from objects
• Pros: Can detect large objects and can easily
calculate speed and distance. Works in all
weather and lighting conditions, day or night.
•
Cons: Cannot distinguish color or differentiate
between objects. All same size objects look the
same.
8 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Exterior sensor technologies enabling Vehicles to “see”
Image Source: Delphi
LiDAR
• Car transmits light pulses and interprets the
back reflection from objects
• Pros: Can detect specific objects and calculate
distance. Can detect lines and edges of the road.
Works during day and in the dark at night,
•
Cons: In inclement weather, the light can reflect
from rain, snow, or fog, reducing the
effectiveness and detection range.
9 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Depth Sensing Key Performance Metrics
Range (z)
Precision (Δz)
Accuracy (|zmeasured – zactual|)
FOV (H◦, V◦)
Resolution(x, y)
Frame Rate (fps)y (#rows)
V◦
H◦
zmeasured
zactual
Δz
10 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Interior Sensor technologies for gesture recognition
TX – Omnidirectional illumination
Rx – Directional 1:1 mapping of solid angle
TX – Directional analog sweep of stimulus
Rx – Omnidirectional
Flash
Image forming optic
Image sensor
(e.g., 640 x 480 ToF Imager)
Scanner
Si PIN PD (or) APD (or) SiPM
IR LED/LD
ToF Imager based depth sensing Scanning LiDAR based depth sensing
11 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Spatial or Angular Resolution of a sensor is
its ability to resolve features or details of a
target.
Ex: Minimum required spatial resolution
based on anthropometric data:
• Ears on side of head : 3.2 mm
• Fingers relaxed/spaced : 3 mm
Source: https://commons.wikimedia.org/wiki/File:HeadAnthropometry.JPG
Spatial Resolution Requirements
MEMS-Driven
Laser Beam Scanning (LBS)
Technology
13 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Laser Beam Scanning Bi-axial MEMS Mirror Platform
Flexures
PZRs
Coil
Mirror
~Φ1mm
14 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
SLOW SCAN AXIS
(Vertical)
FAST SCAN AXIS
(Horizontal)
Laser Beam Scanning Technology - MEMS
15 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Laser Beam
Laser Beam Scanning Technology – MEMS Horizontal Scan
16 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Laser Beam Scanning Technology – MEMS Vertical Scan
17 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Coil Vertical
Drive Input
(Ramp Drive)
Magnetic Field
Laser Beam Scanning Technology – MEMS Electromagnetic Actuation
18 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
Coil Horizontal
Drive Input
(Sinusoidal drive)
Fast scan resonant scanner
f = 26.5 ~ 29.0 kHz
Magnetic Field
Laser Beam Scanning Technology – MEMS Electromagnetic Actuation
19 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Red laser
Green laserBlue laser
2D MEMS
Micro mirror
How PicoP® Scanning Technology Works for HUD Displays
A single MEMS
scanning mirror
in an extremely tiny,
low power package
20 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
2D MEMS
Micro mirror
IR laser
IR Photodetector
How PicoP® Scanning Technology Works for Depth Sensing
• X,Y location of object known because of
knowledge of MEMS pointing angle. No
computation required.
• Z determined by Time-of-Flight
21 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
IR laser
MEMS-Driven LBS LiDAR:
Dynamic Programmable Resolution and Frame rate
IR Photodiode
IR laser
IR Photodiode
IR laser
IR Photodiode
128×720 @60Hz 256×720 @30Hz 384×720 @20HzReturn delay +
Analog chain
relaxation time
22 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.
1 2 3
1 2 3
Optical bandpass filter
(Each PD sensitive to 1 λ)
MEMS-Driven LBS LiDAR:
High Definition Depth Sensing
IR Laser Diodes
2D MEMS
Example IR λs:
830 nm, 885 nm, 940 nm
IR Photodiodes
Detect
2048×1080 @ 7.5Hz
384×720 @ 60Hz
23 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Future MEMS-Driven Scanning LiDAR
for Automotive Applications
24 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Today’s LiDARs: Autonomous Vehicle Prototypes
• Single long-range LIDAR
• Typically mounted on the roof of the car
• Environmental mapping and modeling
Today’s Representative LIDAR Specs
• Range: 100 – 150m
• FOV: 360° x 30°
• Data rate: 300k – 2.2M points/sec
• Frame rate: 5 – 20Hz
• Horizontal Resolution: 900 – 3,600
• Vertical Resolution: 16 – 64
• Price: $5K - $80K
25 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Future Opportunity: Mid-Range Exterior LiDAR
• Multiple cost effective mid-range LIDARs for performing
different functions
• High resolution point cloud
• Multiple sensors for redundancy and safety
Mid-Range LIDAR Target Specs
• Range: 10-15m
• FOV: 90° x 30°
• Measurement rate: 5.5M points/sec
• Frame rate: 30Hz
• Horizontal Resolution: 512
• Vertical Resolution: 360
Blind Spot Detection
Blind Spot Detection
Rear collision warning
Parking Assist
Curb Detection
Stop and GoLane Assist and
Departure warning
26 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Future Opportunity: Short-Range Interior LiDAR
• High resolution point cloud for gesture recognition
and driver monitoring
Short-Range LIDAR Target Specs
• Range: 0.2-2m
• FOV: 90° x 50°
• Measurement rate: 16.5M points/sec
• Frame rate: 30Hz
• Horizontal Resolution: 768
• Vertical Resolution: 720
Image Source: SAE.org
27 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
MEMS-Driven Scanning LiDAR Benefits
Cost Effective
(Re-uses mature LBS
technology)
Enables use of multiple
and redundant sensors
High
Resolution
(~5.5M – 16.5M
points/sec)
Ability to resolve small
features
Small Size
(Thin)
Enables new class of
form factors
Dynamic
(Programmable
Resolution and Frame
Rate)
Adapt latency and
fidelity to the
application or driving
situation
28 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Conclusion – Path to Autonomous
Vehicles
Image Source: Wired, August 2017
29 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
Challenges ahead for Autonomous Vehicles
• Vehicle innovations tend to be realized more slowly than other technological advances due to their
high costs, slow fleet turnover and strict safety requirements. Technical obstacles that need to be
addressed:
• Software reliability
• Car’s sensing and navigation systems susceptibility to different types of weather conditions
or deliberate interference (jamming and spoofing)
• Securing car’s central computer from hacking
• Availability to high-quality, accurate, and up to date maps
• Availability of radio spectrum for V2V (vehicle-to-vehicle) and V2I (vehicle-to-infrastructure)
communications
• Legislation and regulations need to catch up:
• Implementation of legal framework and establishment of government regulations for
autonomous vehicles.
• Insurance, who is liable for accidents of autonomous vehicles?
• Individual perceptions and attitudes need to evolve:
• Resistance by individuals to forfeit control of their cars
• Customer concern about the safety of driverless cars
• Loss of driving-related jobs. Resistance from professional drivers and unions.
30 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017
But also BIG opportunities …
• The value of cars are shifting from chassis and drivetrain to electronics,
sensors, and software.
-> Large opportunity for Sensors Industry
• And finally, automation in cars can bring significant benefits to the society in
large: reduced accidents and traffic fatalities, less pollution, increased
productivity.
-> Opportunity for Sensor industry to do good and do well at
the same time
• However, designing sensors to meet automotive quality standards can
be challenging
-> Consider automotive requirements from the beginning
• Automotive supply chain can be complex and difficult to penetrate
-> Look to partner with established OEM, Tier 1, or Tier 2
companies (depending on the application)
DON’T JUST THINK OUTSIDE THE BOX.
SEE OUTSIDE THE BOX.
© 2017 MICROVISION, INC. ALL RIGHTS RESERVED.
PICOP IS A REGISTERED TRADEMARK OF MICROVISION, INC. ALL OTHER TRADEMARKS ARE
THE PROPERTY OF THEIR RESPECTIVE OWNERS.

More Related Content

What's hot

IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
Yole Developpement
 
시스템종합설계_R&D_최종발표자료.pptx
시스템종합설계_R&D_최종발표자료.pptx시스템종합설계_R&D_최종발표자료.pptx
시스템종합설계_R&D_최종발표자료.pptx
ssuserfb6a2f
 
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
Impyeong Lee
 

What's hot (20)

IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
IR LEDS and VCSELs - Technology, Applications and Industry Trends - 2017 Repo...
 
Radar and Wireless for Automotive: Market and Technology Trends 2019 report b...
Radar and Wireless for Automotive: Market and Technology Trends 2019 report b...Radar and Wireless for Automotive: Market and Technology Trends 2019 report b...
Radar and Wireless for Automotive: Market and Technology Trends 2019 report b...
 
POLE Investigations with Neo4j
POLE Investigations with Neo4jPOLE Investigations with Neo4j
POLE Investigations with Neo4j
 
시스템종합설계_R&D_최종발표자료.pptx
시스템종합설계_R&D_최종발표자료.pptx시스템종합설계_R&D_최종발표자료.pptx
시스템종합설계_R&D_최종발표자료.pptx
 
VCSELs – Market and Technology Trends 2019 by Yole Développement
VCSELs – Market and Technology Trends 2019 by Yole DéveloppementVCSELs – Market and Technology Trends 2019 by Yole Développement
VCSELs – Market and Technology Trends 2019 by Yole Développement
 
FOSS4G Firenze 2022 참가기
FOSS4G Firenze 2022 참가기FOSS4G Firenze 2022 참가기
FOSS4G Firenze 2022 참가기
 
Silicon Photonics and Photonic Integrated Circuits 2019 by Yole Développement
Silicon Photonics and Photonic Integrated Circuits 2019 by Yole DéveloppementSilicon Photonics and Photonic Integrated Circuits 2019 by Yole Développement
Silicon Photonics and Photonic Integrated Circuits 2019 by Yole Développement
 
High-End Inertial Sensors for Defense, Aerospace and Industrial Applications ...
High-End Inertial Sensors for Defense, Aerospace and Industrial Applications ...High-End Inertial Sensors for Defense, Aerospace and Industrial Applications ...
High-End Inertial Sensors for Defense, Aerospace and Industrial Applications ...
 
Computing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - SampleComputing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - Sample
 
Delivering Real-Time Business Value for Wholesale Distribution
Delivering Real-Time Business Value for Wholesale DistributionDelivering Real-Time Business Value for Wholesale Distribution
Delivering Real-Time Business Value for Wholesale Distribution
 
Neo4j Generative AI workshop at GraphSummit London 14 Nov 2023.pdf
Neo4j Generative AI workshop at GraphSummit London 14 Nov 2023.pdfNeo4j Generative AI workshop at GraphSummit London 14 Nov 2023.pdf
Neo4j Generative AI workshop at GraphSummit London 14 Nov 2023.pdf
 
SERVIER Pegasus - Graphe de connaissances pour les phases primaires de recher...
SERVIER Pegasus - Graphe de connaissances pour les phases primaires de recher...SERVIER Pegasus - Graphe de connaissances pour les phases primaires de recher...
SERVIER Pegasus - Graphe de connaissances pour les phases primaires de recher...
 
Automotive Radar Comparison 2018
Automotive Radar Comparison 2018Automotive Radar Comparison 2018
Automotive Radar Comparison 2018
 
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
라이브드론맵 (Live Drone Map) - 실시간 드론 매핑 솔루션
 
Continental SRL1: State-of-the-art LiDAR for Advanced Driver Assistance Syste...
Continental SRL1: State-of-the-art LiDAR for Advanced Driver Assistance Syste...Continental SRL1: State-of-the-art LiDAR for Advanced Driver Assistance Syste...
Continental SRL1: State-of-the-art LiDAR for Advanced Driver Assistance Syste...
 
Advanced CMOS Pixel Technology - Yashashree Wase
Advanced CMOS Pixel Technology - Yashashree WaseAdvanced CMOS Pixel Technology - Yashashree Wase
Advanced CMOS Pixel Technology - Yashashree Wase
 
Camera Module Industry August 2015 Report by Yole Developpement
Camera Module Industry August 2015 Report by Yole DeveloppementCamera Module Industry August 2015 Report by Yole Developpement
Camera Module Industry August 2015 Report by Yole Developpement
 
Denso’s Monocular Forward ADAS Camera in the Toyota Alphard
Denso’s Monocular Forward ADAS Camera in the Toyota AlphardDenso’s Monocular Forward ADAS Camera in the Toyota Alphard
Denso’s Monocular Forward ADAS Camera in the Toyota Alphard
 
Applying Network Analytics in KYC
Applying Network Analytics in KYCApplying Network Analytics in KYC
Applying Network Analytics in KYC
 
"2D and 3D Sensing: Markets, Applications, and Technologies," a Presentation ...
"2D and 3D Sensing: Markets, Applications, and Technologies," a Presentation ..."2D and 3D Sensing: Markets, Applications, and Technologies," a Presentation ...
"2D and 3D Sensing: Markets, Applications, and Technologies," a Presentation ...
 

Similar to Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from the Interior to the Exterior

TU Automotive Osram Presentation Final
TU Automotive  Osram Presentation  FinalTU Automotive  Osram Presentation  Final
TU Automotive Osram Presentation Final
Rajeev Thakur, P.E.
 
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdfCopy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
NanDhu551039
 
Sensors On 3d Digitization
Sensors On 3d DigitizationSensors On 3d Digitization
Sensors On 3d Digitization
Rajan Kumar
 
Brosure Laser 4D Monitoring Systems 3DLM UK Jogja
Brosure Laser 4D Monitoring Systems 3DLM UK JogjaBrosure Laser 4D Monitoring Systems 3DLM UK Jogja
Brosure Laser 4D Monitoring Systems 3DLM UK Jogja
Murabet, MRT
 

Similar to Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from the Interior to the Exterior (20)

Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...
Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...
Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications fro...
 
Applications Generated from a MEMS-based Laser Beam Scanning Technology Platform
Applications Generated from a MEMS-based Laser Beam Scanning Technology PlatformApplications Generated from a MEMS-based Laser Beam Scanning Technology Platform
Applications Generated from a MEMS-based Laser Beam Scanning Technology Platform
 
MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications fr...
MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications fr...MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications fr...
MEMS-based Laser Beam Scanning Technology Platform; Basis for Applications fr...
 
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
 
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth SensorsMEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
MEMS Laser Scanning, the platform for next generation of 3D Depth Sensors
 
Examples Of Advanced Semiconductor Sensor Technologies Playing A Key Role In ...
Examples Of Advanced Semiconductor Sensor Technologies Playing A Key Role In ...Examples Of Advanced Semiconductor Sensor Technologies Playing A Key Role In ...
Examples Of Advanced Semiconductor Sensor Technologies Playing A Key Role In ...
 
Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...
Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...
Laser Beam Scanning Short Throw Displays & an Exploration of Laser-Based Virt...
 
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
 
MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017MicroVision Scanning Engines Overview | January 2017
MicroVision Scanning Engines Overview | January 2017
 
ADAS.pptx
ADAS.pptxADAS.pptx
ADAS.pptx
 
TU Automotive Osram Presentation Final
TU Automotive  Osram Presentation  FinalTU Automotive  Osram Presentation  Final
TU Automotive Osram Presentation Final
 
"The Path from ADAS to Autonomy," a Presentation from Strategy Analytics
"The Path from ADAS to Autonomy," a Presentation from Strategy Analytics"The Path from ADAS to Autonomy," a Presentation from Strategy Analytics
"The Path from ADAS to Autonomy," a Presentation from Strategy Analytics
 
Autonomous vehicles: becoming economically feasible through improvements in l...
Autonomous vehicles: becoming economically feasible through improvements in l...Autonomous vehicles: becoming economically feasible through improvements in l...
Autonomous vehicles: becoming economically feasible through improvements in l...
 
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdfCopy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
Copy of LiDAR for Autonomous Driving _20231011_084847_0000.pdf
 
Sensors On 3d Digitization
Sensors On 3d DigitizationSensors On 3d Digitization
Sensors On 3d Digitization
 
Brosure Laser 4D Monitoring Systems 3DLM UK Jogja
Brosure Laser 4D Monitoring Systems 3DLM UK JogjaBrosure Laser 4D Monitoring Systems 3DLM UK Jogja
Brosure Laser 4D Monitoring Systems 3DLM UK Jogja
 
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
MEMS and Sensors in Automotive Applications on the Road to Autonomous Vehicle...
 
22UPH101_Unit-1_3D Profiling.pdf
22UPH101_Unit-1_3D Profiling.pdf22UPH101_Unit-1_3D Profiling.pdf
22UPH101_Unit-1_3D Profiling.pdf
 
Closed Loop Control of Gimbal-less MEMS Mirrors for Increased Bandwidth in Li...
Closed Loop Control of Gimbal-less MEMS Mirrors for Increased Bandwidth in Li...Closed Loop Control of Gimbal-less MEMS Mirrors for Increased Bandwidth in Li...
Closed Loop Control of Gimbal-less MEMS Mirrors for Increased Bandwidth in Li...
 
Facet technology 4DFlash(tm) vision sensor for vehicles
Facet technology   4DFlash(tm) vision sensor for vehiclesFacet technology   4DFlash(tm) vision sensor for vehicles
Facet technology 4DFlash(tm) vision sensor for vehicles
 

Recently uploaded

Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
gajnagarg
 
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
nirzagarg
 
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
nirzagarg
 
Illustrative History and Influence of Board Games - Thesis.pptx
Illustrative History and Influence of Board Games - Thesis.pptxIllustrative History and Influence of Board Games - Thesis.pptx
Illustrative History and Influence of Board Games - Thesis.pptx
HenriSandoval
 
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
avy6anjnd
 
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
avy6anjnd
 
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
8jg9cqy
 
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
qh1ao5mm
 
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
62qaf0hi
 

Recently uploaded (20)

Bhubaneswar🌹Vip Call Girls Odisha❤Heer 9777949614 💟 Full Trusted CALL GIRLS I...
Bhubaneswar🌹Vip Call Girls Odisha❤Heer 9777949614 💟 Full Trusted CALL GIRLS I...Bhubaneswar🌹Vip Call Girls Odisha❤Heer 9777949614 💟 Full Trusted CALL GIRLS I...
Bhubaneswar🌹Vip Call Girls Odisha❤Heer 9777949614 💟 Full Trusted CALL GIRLS I...
 
T.L.E 5S's (Seiri, Seiton, Seiso, Seiketsu, Shitsuke).pptx
T.L.E 5S's (Seiri, Seiton, Seiso, Seiketsu, Shitsuke).pptxT.L.E 5S's (Seiri, Seiton, Seiso, Seiketsu, Shitsuke).pptx
T.L.E 5S's (Seiri, Seiton, Seiso, Seiketsu, Shitsuke).pptx
 
John deere 7200r 7230R 7260R Problems Repair Manual
John deere 7200r 7230R 7260R Problems Repair ManualJohn deere 7200r 7230R 7260R Problems Repair Manual
John deere 7200r 7230R 7260R Problems Repair Manual
 
Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
Top profile Call Girls In dharamshala [ 7014168258 ] Call Me For Genuine Mode...
 
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
 
Call Girls In Rishikesh, Website Rent Mr Avishek {bookkdreamgirl@gmail.com} E...
Call Girls In Rishikesh, Website Rent Mr Avishek {bookkdreamgirl@gmail.com} E...Call Girls In Rishikesh, Website Rent Mr Avishek {bookkdreamgirl@gmail.com} E...
Call Girls In Rishikesh, Website Rent Mr Avishek {bookkdreamgirl@gmail.com} E...
 
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
Top profile Call Girls In Thrissur [ 7014168258 ] Call Me For Genuine Models ...
 
Illustrative History and Influence of Board Games - Thesis.pptx
Illustrative History and Influence of Board Games - Thesis.pptxIllustrative History and Influence of Board Games - Thesis.pptx
Illustrative History and Influence of Board Games - Thesis.pptx
 
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
如何办理(NCL毕业证书)纽卡斯尔大学毕业证毕业证成绩单原版一比一
 
Changodar Call Girls Book Now 7737669865 Top Class Escort Service Available
Changodar Call Girls Book Now 7737669865 Top Class Escort Service AvailableChangodar Call Girls Book Now 7737669865 Top Class Escort Service Available
Changodar Call Girls Book Now 7737669865 Top Class Escort Service Available
 
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
如何办理(Waterloo毕业证书)滑铁卢大学毕业证毕业证成绩单原版一比一
 
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
如何办理加拿大麦克马斯特大学毕业证(McMaste 毕业证书)毕业证成绩单原版一比一
 
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best ServiceMarathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
 
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
 
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
 
❤️Panchkula Enjoy 24/7 Escort Service sdf
❤️Panchkula Enjoy 24/7 Escort Service sdf❤️Panchkula Enjoy 24/7 Escort Service sdf
❤️Panchkula Enjoy 24/7 Escort Service sdf
 
Premium Call Girls Nagpur Call Girls (Adult Only) 💯Call Us 🔝 6378878445 🔝 💃 E...
Premium Call Girls Nagpur Call Girls (Adult Only) 💯Call Us 🔝 6378878445 🔝 💃 E...Premium Call Girls Nagpur Call Girls (Adult Only) 💯Call Us 🔝 6378878445 🔝 💃 E...
Premium Call Girls Nagpur Call Girls (Adult Only) 💯Call Us 🔝 6378878445 🔝 💃 E...
 
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
一比一原版(Deakin毕业证书)迪肯大学毕业证成绩单留信学历认证
 
Electronic Stability Program. (ESP).pptx
Electronic Stability Program. (ESP).pptxElectronic Stability Program. (ESP).pptx
Electronic Stability Program. (ESP).pptx
 
Jagatpur Call Girls Book Now 7737669865 Top Class Escort Service Available
Jagatpur Call Girls Book Now 7737669865 Top Class Escort Service AvailableJagatpur Call Girls Book Now 7737669865 Top Class Escort Service Available
Jagatpur Call Girls Book Now 7737669865 Top Class Escort Service Available
 

Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from the Interior to the Exterior

  • 1. Don’t just think outside the box. See outside the box. Laser Beam Scanning LiDAR: MEMS-Driven 3D Sensing Automotive Applications from the Interior to the Exterior Jari Honkanen (Jari_Honkanen@MicroVision.com) (https://www.linkedin.com/in/jarihonkanen) Rev. 1.0; Nov 9, 2017
  • 2. 11/14/20172 MICROVISION, INC. COPYRIGHT 2016. ALL RIGHTS RESERVED. Agenda • Introduction • What is a 3D Depth Sensor? • Automotive Applications Utilizing 3D Depth Sensors • Exterior 3D Depth Sensor Technologies • Interior 3D Depth Sensor Technologies • MEMS-Driven Laser Beam Scanning (LBS) Technology • MEMS • HUD and LiDAR • Future MEMS-Driven Scanning LiDAR Opportunities • Conclusion – Path to Autonomous Vehicles
  • 3. 3 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 3D Depth Sensor – what is it?  3D sensors allow devices to observe the environment in 3 dimensions  3D imagers measure distance for every pixel within detection field. Number of measurements within detection field of view Depth Sensor/Imager X Y Distance, Z Depth Map Point Cloud  3D imagers produce a 2D addressable array, a depth map, or further a 3-dimensional collection of points, a point cloud
  • 4. 4 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 ADAS Applications utilizing exterior 3D depth sensors Image Source: Design News, April 2016 Image Source: Continental Augmented Reality HUD
  • 5. 5 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Automotive Gesture Recognition Applications utilizing interior 3D depth sensors Image Source: Continental • Touchless controls • Infotainment • Navigation • Interior lighting • Climate control • Windows • Driver monitoring • Driver identification / Facial Recognition • Gaze detection • Driver awareness • Head drooping • Eyes closing
  • 6. 6 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Exterior sensor technologies enabling Vehicles to “see” Image Source: Delphi Camera & Stereo Camera • Camera records video interpreted by computer vision algorithms. Stereo cameras can be used to add 3D Depth information. • Pros: Can distinguish and classify objects, such as signs, lane markings, traffic lights. May also be able to classify more complex objects such as animals and pedestrians. • Cons: Can only see what camera can see, challenges in low light or bright sun light`
  • 7. 7 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Exterior sensor technologies enabling Vehicles to “see” Image Source: Delphi Radar • Car transmits radio waves and interprets the back reflection from objects • Pros: Can detect large objects and can easily calculate speed and distance. Works in all weather and lighting conditions, day or night. • Cons: Cannot distinguish color or differentiate between objects. All same size objects look the same.
  • 8. 8 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Exterior sensor technologies enabling Vehicles to “see” Image Source: Delphi LiDAR • Car transmits light pulses and interprets the back reflection from objects • Pros: Can detect specific objects and calculate distance. Can detect lines and edges of the road. Works during day and in the dark at night, • Cons: In inclement weather, the light can reflect from rain, snow, or fog, reducing the effectiveness and detection range.
  • 9. 9 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Depth Sensing Key Performance Metrics Range (z) Precision (Δz) Accuracy (|zmeasured – zactual|) FOV (H◦, V◦) Resolution(x, y) Frame Rate (fps)y (#rows) V◦ H◦ zmeasured zactual Δz
  • 10. 10 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Interior Sensor technologies for gesture recognition TX – Omnidirectional illumination Rx – Directional 1:1 mapping of solid angle TX – Directional analog sweep of stimulus Rx – Omnidirectional Flash Image forming optic Image sensor (e.g., 640 x 480 ToF Imager) Scanner Si PIN PD (or) APD (or) SiPM IR LED/LD ToF Imager based depth sensing Scanning LiDAR based depth sensing
  • 11. 11 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Spatial or Angular Resolution of a sensor is its ability to resolve features or details of a target. Ex: Minimum required spatial resolution based on anthropometric data: • Ears on side of head : 3.2 mm • Fingers relaxed/spaced : 3 mm Source: https://commons.wikimedia.org/wiki/File:HeadAnthropometry.JPG Spatial Resolution Requirements
  • 13. 13 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Laser Beam Scanning Bi-axial MEMS Mirror Platform Flexures PZRs Coil Mirror ~Φ1mm
  • 14. 14 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. SLOW SCAN AXIS (Vertical) FAST SCAN AXIS (Horizontal) Laser Beam Scanning Technology - MEMS
  • 15. 15 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Laser Beam Laser Beam Scanning Technology – MEMS Horizontal Scan
  • 16. 16 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Laser Beam Scanning Technology – MEMS Vertical Scan
  • 17. 17 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Coil Vertical Drive Input (Ramp Drive) Magnetic Field Laser Beam Scanning Technology – MEMS Electromagnetic Actuation
  • 18. 18 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. Coil Horizontal Drive Input (Sinusoidal drive) Fast scan resonant scanner f = 26.5 ~ 29.0 kHz Magnetic Field Laser Beam Scanning Technology – MEMS Electromagnetic Actuation
  • 19. 19 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Red laser Green laserBlue laser 2D MEMS Micro mirror How PicoP® Scanning Technology Works for HUD Displays A single MEMS scanning mirror in an extremely tiny, low power package
  • 20. 20 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 2D MEMS Micro mirror IR laser IR Photodetector How PicoP® Scanning Technology Works for Depth Sensing • X,Y location of object known because of knowledge of MEMS pointing angle. No computation required. • Z determined by Time-of-Flight
  • 21. 21 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. IR laser MEMS-Driven LBS LiDAR: Dynamic Programmable Resolution and Frame rate IR Photodiode IR laser IR Photodiode IR laser IR Photodiode 128×720 @60Hz 256×720 @30Hz 384×720 @20HzReturn delay + Analog chain relaxation time
  • 22. 22 11/14/2017 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED. 1 2 3 1 2 3 Optical bandpass filter (Each PD sensitive to 1 λ) MEMS-Driven LBS LiDAR: High Definition Depth Sensing IR Laser Diodes 2D MEMS Example IR λs: 830 nm, 885 nm, 940 nm IR Photodiodes Detect 2048×1080 @ 7.5Hz 384×720 @ 60Hz
  • 23. 23 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Future MEMS-Driven Scanning LiDAR for Automotive Applications
  • 24. 24 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Today’s LiDARs: Autonomous Vehicle Prototypes • Single long-range LIDAR • Typically mounted on the roof of the car • Environmental mapping and modeling Today’s Representative LIDAR Specs • Range: 100 – 150m • FOV: 360° x 30° • Data rate: 300k – 2.2M points/sec • Frame rate: 5 – 20Hz • Horizontal Resolution: 900 – 3,600 • Vertical Resolution: 16 – 64 • Price: $5K - $80K
  • 25. 25 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Future Opportunity: Mid-Range Exterior LiDAR • Multiple cost effective mid-range LIDARs for performing different functions • High resolution point cloud • Multiple sensors for redundancy and safety Mid-Range LIDAR Target Specs • Range: 10-15m • FOV: 90° x 30° • Measurement rate: 5.5M points/sec • Frame rate: 30Hz • Horizontal Resolution: 512 • Vertical Resolution: 360 Blind Spot Detection Blind Spot Detection Rear collision warning Parking Assist Curb Detection Stop and GoLane Assist and Departure warning
  • 26. 26 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Future Opportunity: Short-Range Interior LiDAR • High resolution point cloud for gesture recognition and driver monitoring Short-Range LIDAR Target Specs • Range: 0.2-2m • FOV: 90° x 50° • Measurement rate: 16.5M points/sec • Frame rate: 30Hz • Horizontal Resolution: 768 • Vertical Resolution: 720 Image Source: SAE.org
  • 27. 27 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 MEMS-Driven Scanning LiDAR Benefits Cost Effective (Re-uses mature LBS technology) Enables use of multiple and redundant sensors High Resolution (~5.5M – 16.5M points/sec) Ability to resolve small features Small Size (Thin) Enables new class of form factors Dynamic (Programmable Resolution and Frame Rate) Adapt latency and fidelity to the application or driving situation
  • 28. 28 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Conclusion – Path to Autonomous Vehicles Image Source: Wired, August 2017
  • 29. 29 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 Challenges ahead for Autonomous Vehicles • Vehicle innovations tend to be realized more slowly than other technological advances due to their high costs, slow fleet turnover and strict safety requirements. Technical obstacles that need to be addressed: • Software reliability • Car’s sensing and navigation systems susceptibility to different types of weather conditions or deliberate interference (jamming and spoofing) • Securing car’s central computer from hacking • Availability to high-quality, accurate, and up to date maps • Availability of radio spectrum for V2V (vehicle-to-vehicle) and V2I (vehicle-to-infrastructure) communications • Legislation and regulations need to catch up: • Implementation of legal framework and establishment of government regulations for autonomous vehicles. • Insurance, who is liable for accidents of autonomous vehicles? • Individual perceptions and attitudes need to evolve: • Resistance by individuals to forfeit control of their cars • Customer concern about the safety of driverless cars • Loss of driving-related jobs. Resistance from professional drivers and unions.
  • 30. 30 MICROVISION, INC. COPYRIGHT 2017. ALL RIGHTS RESERVED.11/14/2017 But also BIG opportunities … • The value of cars are shifting from chassis and drivetrain to electronics, sensors, and software. -> Large opportunity for Sensors Industry • And finally, automation in cars can bring significant benefits to the society in large: reduced accidents and traffic fatalities, less pollution, increased productivity. -> Opportunity for Sensor industry to do good and do well at the same time • However, designing sensors to meet automotive quality standards can be challenging -> Consider automotive requirements from the beginning • Automotive supply chain can be complex and difficult to penetrate -> Look to partner with established OEM, Tier 1, or Tier 2 companies (depending on the application)
  • 31. DON’T JUST THINK OUTSIDE THE BOX. SEE OUTSIDE THE BOX. © 2017 MICROVISION, INC. ALL RIGHTS RESERVED. PICOP IS A REGISTERED TRADEMARK OF MICROVISION, INC. ALL OTHER TRADEMARKS ARE THE PROPERTY OF THEIR RESPECTIVE OWNERS.