スライド 1 - jiiajiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 ·...
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
JIIA Governing Committee Copyright © 2015 Japan Industrial Imaging Association. All rights reserved.
渡邉雅仁JIIA FSF運営専門委員会委員長
CoaXPress分科会主査
Japan Industrial Imaging Association report
IVSM 報告Embedded Vision の最新情報 “MIPI industrial” とは
CoaXPress +Optical Media の取り組み
VISION Stuttgart-2016 情報
16/Nov/2016
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
JIIA Governing Committee Copyright © 2015 Japan Industrial Imaging Association. All rights reserved.
インダストリ4.0におけるネットワーク化の恩恵とは
階層化されたPCに対する階層化された負荷をネットワークコミュニケーションに転換する
生産プロセスの柔軟性の向上生産効率の向上生産品目ごとの最適化の容易さの向上階層化され阻害されるコミュニケーションの透明化
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
Copyright © 2015 Japan Industrial Imaging Association. All rights reserved. JIIA Governing Committee
Worlds are Merging
Machine Vision World Consumer World
The Big Picture
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
Copyright © 2015 Japan Industrial Imaging Association. All rights reserved. JIIA Governing Committee
これまでは画像処理はムーアの法則の恩恵で常に高速化してきた
このトレンドは現在減速し将来止まることが予想されているのは自明の理である
これは熱密度の問題が主因である
See here and here
The Big Picture
ムーアの法則の終焉?
MHz race has
already stopped
Squeezing in more transistors
will come to an end
around 2020, Intel says
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
Copyright © 2015 Japan Industrial Imaging Association. All rights reserved. JIIA Governing Committee
IVSM
5
International Vision Standards
Meeting
産業用画像インターフェース規格を関連企業の技術者が一堂に集まる国際会議毎年2回行われ、今年は3月に京都、10月にリエージュ(ベルギー)で開催された。次回は5月にボストン、10月に広島を予定
GenIcam, CameraLink, CameraLinkHS, GigE Vision, USB3 Vision,
CoaXPressの会議およびFuture Standard Forum、Plugfestが開催される
10月10日ー10月14日参加 81名 (12か国)
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
Copyright © 2015 Japan Industrial Imaging Association. All rights reserved. JIIA Governing Committee
Machine Vision and Industrie4.0
MECATOROLINK
現状 MVとネットワーク間の貧弱なコ
ミュニケーション システム導入コストの上昇 EmbeddedSystemにおいては
より低コストハードを予算の無い中でソフトウエアの導入も含めて求められる。
Industrie4.0
MVとIndustrie4.0の容易なLink構築
標準的なソフトウエアアクセスで必要なすべての階層にアクセス
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
Copyright © 2015 Japan Industrial Imaging Association. All rights reserved. JIIA Governing Committee
Key Items
MECATOROLINK
Embedded Vision
Industrial MIPI
Gen<I>cam 4.0
OPC-UA
CoaXPress
Optical Media
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JIIA Standards Committee Meeting Feb. 2012
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Embedded Vision Study Group (EVSG) 2015 FSF in Londonにて設立合意
VDMAが主幹する
参加者は25名17団体
EVSGのScopeおよび結論 Topic: Embedded Visionの目的と推奨する標準化提案の選定
FSF Chicago October 12th, 2015にて結果報告された
詳細レポートはJIIAに問い合わせにより入手可能
Embedded Vision Study Group
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Industrial CSI Standard
”Industrial MIPI Camera Interface”
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JIIA Standards Committee Meeting Feb. 2012
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Embedded Processors Take Over the Race
Embedded processors continue the race
They are getting faster but not hotter. See for example Apple’s Ax processors.
Trick: offload critical SW tasks into hardware
Examples: H.264 compression GPU rendering using FPGAs
Future: SW/HW co-design
See here and here
Apple’s Ax processor family
A4 (2010) A10 (2016)
Speed Increase
A10 = A4 x14
The Big Picture
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Industrial CSI Standard (SC1)
Example: Qualcomm Snapdragon
Camera Processor
現代のほとんどの組み込みプロセッサは一つ以上の MIPI CSI-2 インターフェースを持っている。その帯域はUSB3.0 同等である。
MIPIは…
to interface cameras
to interface MIPI sensors
Challenges
MIPIインターフェースは基板レベルでの素子間接続に特化しているため (voltage swing)最大50㎝であり、コネクタ、ケーブル、電源供給、GPIO等が定義されていない
ハードウェア定義の拡張が必要
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Objectives
Industrial CSI camera interface standardの策定
ケーブル、コネクタにFocus on cables and connectors
アクティブケーブル(Option)
ソフトウエアレイヤはGenICam 4.0
MIPIコンソーシアムとの協業
Benefits
カメラモジュールとembedded vision boardのPlug and Playが可能になる
工業用耐久性の保証
アクティブケーブルによる延長 (> 50 cm)
2016年10月、規格化プロジェクトがG3に提案された
Industrial CSI Standard 課題
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Copyright © 2012 Japan Industrial Imaging Association. All rights reserved.
JIIA Standards Committee Meeting Feb. 2012
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1. Summary /Status Liège
Short review of Liege
Many Ideas for GeniCam Extensions
Diversity to big to work on all topics
Conclusion
Establishment of two subgroups
Concentration on two topics
1. Improvements and Usability of the preprocessing model for embedded vision
2. Solving the glue problem for an embedded camera
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2. Use Case
Challenges
1. Smart Camera processes images
– Detects Number Plate
2. Varying data formats.
– Raw image, Roi, String
3. Multiple vendors = multiple sourcesof Gen<I>Cam XML
– Sensor, FPGA, ARM
4. Multiple processing modules.
– FPGA, ARM
5. More complex System level
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2. Use CaseConsideration of additional Components
Trigger: How is the trigger connected ?
Encoder : Where is Encoder connected ?
Lighting: Which component controls the light ?
Intelligent Lenses: Who controls Intelligent Lenses?
PLC: How to communicate with a PLC (SC3)?
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3. Preprocessing model
Overview ProcessingModel
Powerfull concept
Next Step:
• Extend current processing modules with some small extension for EV
• Find a compatible but more complex structure in a second step
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3. XML Glue Problem
Setup in Embedded Vision Camera
• Multiple vendors
• Frequently varying functionality
• Multiple XML with Processing
functionality• Splitted components and• Separated XMLs
Challenge Merging XML
• Glueing -> view of one big XML (!) for
the customer
Assumption
• Multiple Vendors of XML have a
common Xml-“glue” model
• Use case for the subgroup
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OPC UA – Industrie 4.0における工場内コミュニケーションの標準規格
OPC UAコンパニオン規格としてGen<I>Camを拡張
OPC UA (SC3)
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OPC UA (SC3)
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OPC UA (SC3)
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OPC UA (SC3)
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Key Items
MECATOROLINK
Embedded Vision
Industrial MIPI
Gen<I>cam 4.0
OPC-UA
CoaXPress
Optical Media
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What is CoaXPress?
A revolutionary digital video interface standard
One convenient coax cable gives:
High speed (up to 6.25 Gbps)
Long cable length (40m to over 100m)
Camera Power and Control (13 W, 20 Mbps uplink)
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What is CoaXPress?
For higher bandwidths use link aggregation:
Either use multiple cables… or
This cable with 5 coax cores offers 25 Gbps for
video data and 6.25 Gbps for camera control
… still with long cable length and power
A revolutionary digital video interface standard
One convenient coax cable gives:
High speed (up to 6.25 Gbps)
Long cable length (40m to over 100m)
Camera Power and Control (13 W, 20 Mbps uplink)
![Page 28: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/28.jpg)
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What is CoaXPress?
For higher bandwidths use link aggregation:
Either use multiple cables… or
This cable with 5 coax cores offers 25 Gbps for
video data and 6.25 Gbps for camera control
… still with long cable length and power
A revolutionary digital video interface standard
One convenient coax cable gives:
High speed (up to 6.25 Gbps)
Long cable length (40m to over 100m)
Camera Power and Control (13 W, 20 Mbps uplink)
Full GenICam support including GenTL.
Current standard version v1.1.1 released December 2015.
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CoaXPress Products
A wide and growing range of products is available:
Cameras: Over 20 vendors from N.America, Europe and Asia, covering area scan, line scan, visible and IR. Many are leading edge high-speed cameras running at speeds well beyond Camera Link, e.g. 4 megapixels at 560 fps.
Frame Grabbers: Eight vendors from N.America, Europe, Middle East and Asia.
IP Vendors: Four main vendors from N.America, Europe and the Middle East, although many firms have written their own IP rather than buying it.
Plus many other firms use custom CoaXPress-based products in specialist applications such as medical and aerospace.
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www.coaxpress.com
Newly updated;
has links to
CXP suppliers:
cameras, frame
grabbers, IP,
cables, chips.
Also other
useful
information!
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www.hi-speed.vision
New CoaXPress Web Site
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Coming Soon – v2.0
The CoaXPress Technical Committee is working on version 2.0. A key aim of CoaXPress is to continue to support the fastest cameras on the market!
The speed per link will be extended to 10 Gbps(CXP-10) and 12.5 Gbps (CXP-12). A single 6 core CXP-12 cable will give data rates of 7.5 Gbytes/sec! (Camera Link Decais 0.85 Gbytes/sec)
Faster uplink for camera control and triggering.
Support for connecting very fast cameras to multiple frame grabbers, even if they are in multiple PCs.
Adding forward error correction to cope with random single bit errors, in addition to the existing CRC.
… and more!
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Coming Soon – v2.0
The CoaXPress Technical Committee is working on version 2.0. A key aim of CoaXPress is to continue to support the fastest cameras on the market!
The speed per link will be extended to 10 Gbps(CXP-10) and 12.5 Gbps (CXP-12). A single 6 core CXP-12 cable will give data rates of 7.5 Gbytes/sec! (Camera Link Decais 0.85 Gbytes/sec)
Faster uplink for camera control and triggering.
Support for connecting very fast cameras to multiple frame grabbers, even if they are in multiple PCs.
Adding forward error correction to cope with random single bit errors, in addition to the existing CRC.
… and more!
Due for release early Q3 2017.
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Summary
CoaXPress is widely used in the industry.
CoaXPress provides high speed and long cables.
GenICam gives ease of use.
Wide and growing range of products.
V2.0 coming soon – even faster!
![Page 35: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/35.jpg)
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CoaXPress Booth mapVision Stuttgart 2016
35
Active Silicon 1H52 Frame grabber
Adimec 1G68 Camera
AVAL DATA 1F85 Frame grabber
BitFlow 1A05 Frame grabber
Euresys 1D35 Frame grabber
HIRAKAWA Hewtech 1G83 Cable
Optronis 1F14 Camera
JAI 1F52 Camera
KAYA Instruments 1I52 Frame grabber, IP core, Extender
MATROX 1F21 Frame grabber
MICROCHIP (EqcoLogic) 1H80 Cable driver and Equalizer
Mikrotron 1B64 Camera
NED 1F83 Camera
Sensor to Image 1A43 IP Core
Sentec 1F80 Camera
SVS-VISTEK 1E71 Camera
Xilinx 1C82 IP Core
![Page 36: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/36.jpg)
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Key Items
MECATOROLINK
Embedded Vision
Industrial MIPI
Gen<I>cam 4.0
OPC-UA
CoaXPress
Optical Media
![Page 37: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/37.jpg)
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Embedded Processors Take Over the Race
Embedded processors continue the race
They are getting faster but not hotter. See for example Apple’s Ax processors.
Trick: offload critical SW tasks into hardware
Examples: H.264 compression GPU rendering using FPGAs
Future: SW/HW co-design
See here and here
Apple’s Ax processor family
A4 (2010) A10 (2016)
Speed Increase
A10 = A4 x14
The Big Picture
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Back Ground
従来型のマシンビジョンシステムの必要性も高く光などの高速インターフェース
が要求されている
CMOS センサーが担っている
センサーの高速化、高解像度化はまだ限界が来ていないそのトレンドは
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CCD-CAM vs CMOS-CAM
CCD-CAM
Pixel sizeFrame
rate
Output
bit rate
VGA 120fps 0.37Gbps
UXGA 40fps 0.8Gbps
5M 20fps 1.0Gbps
CMOS-CAM
Pixel size Frame rateOutput
bit rate
VGA 600fps 1.86Gbps
UXGA 340fps 6.8Gbps
4M 180fps 7.2Gbps
CMOS is higher than CCD
×5
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Benefit of the Optical IF
1.High band width (More than 10Gbps)
2.Long distance (More than 100m)
3.Good performance transmission for EMC(EMS/EMI)
4. Electro magnetic noise free(No emission, influence)
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光伝送メディア規格
Current proposal
41
1. TypeⅠMax12core MT(MPO)-type connector
2.TypeⅡSmall optical module (with O/E, E/O converter)
3.TypeⅢActive optical multi cable (with O/E, E/O converter)
4. Type ⅣSmall optical module (with O/E, E/O converter & power line)
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規格目標
Down: カメラ to フレームグラバー
光ファイバー数:1~12fibersData speed:
(3.125G, 6.25G,10.3125G,12.5G)
Up: フレームグラバー to カメラ
光ファイバー数:1fiber
Data speed:3.125G
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System example for TypeⅠ
Plug: Optical Connector
FG
SignalSignal
CAMERA
Receptacle: Optical connector
Cable: Optical fiber
or Optical fiber & Wire
Off the shelf
MPO
QSFP+
O/E, E/O ConverterO/E, E/O Converter
Optical signal
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System example for TypeⅡ
Plug: Optical Connector
FG
SignalSignal
CAMERA
Receptacle: Optical connector with O/E converter
Cable: Optical fiber
Off the shelf
LC
SFP+
Receptacle: Optical connector with O/E, E/O converter
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System example for TypeⅢ
![Page 46: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/46.jpg)
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System example for Type Ⅳ
Plug: Optical Connector
FG
SignalSignal
CAMERA
Receptacle: Optical connector with O/E converter
Cable: Optical fiber & Wire
Off the shelf
LC
SFP+
Receptacle: Optical connector with O/E, E/O converter
![Page 47: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/47.jpg)
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E/O, O/E converter module
BF4M series0.05~6.25Gbps Optical module
Easy to use
Small
Low power
◆Feature
E/O変換
送信側プラグ
O/E変換
受信側プラグ光ファイバ
電気入力 電気出力光信号
Under sideupper side
E/O変換
送信側プラグ
O/E変換
受信側プラグ光ファイバ
電気入力 電気出力光信号
Transceiver ReceiverOptical fiber
E/O O/E
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VCSEL Array for Multi Lane•
The ECUO Active Optical Cable Assembly Features
•x12 unidirectional or bidirectional transceiver system
•14 Gbps or 28 Gbps (in development) channel system
•Proven 850 nm VCSEL array technology
•Available in panel mount or full Tx-to-Rx active optical
cable
•Protocol agnostic and support all data center and HPC
protocols
•including Ethernet, InfiniBand™, Fibre Channel, PCIe®
Now developing new VCSEL
Array under a technical tie-up
Between Hirose & . SAMTEC
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Evaluation Result(Type1)
Test signal & Results of BER
Bit rate3.125 and
6.25Gbps
Data pattern PRBS-7
Target of BER 10ˉ¹²
Error cont/
data count0/3E+12
(3.125 and6.25Gbps)
Measurement result of 3.125G bps Measurement result of 6.25G bps
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Optical/electrical hybrid connector/cable
(2 optical fibers & copper power/transmission lines);
“free-bending” hybrid cable (3mm in diameter)
12.5-Gbps full duplex optical transmission capability
USB2.0microB compatible
USB3.0 micro B
USB2.0 micro B
Side optical coupling and sliding shutter
High-speed into optical fiber
Optical/electrical hybrid cable
ground
power
6mm
(USB3.0) 3mm
two optical fibers
75% smaller sect. area
UTP signal pair (or equivalent one) can be put in a thicker cable
Dust test
Pass
•Optical route is made within the “USB2.0 plug housing”.
•Receptacle can also mate with the existing USB2.0 plug.(downward compatible)
Original technologies (side optical coupling, sliding shutter)
for dust-care free
Progress of Type Ⅳ
![Page 51: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/51.jpg)
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Optical transmission direction perpendicular to the swapping one
Shutter openShutter close
Lens
Lens
Open automatically in accordance with user’s normal operation
(Unmating state: close automatically due to the bias of the spring)
1. Side optical coupling
2. Sliding shutter
Progress of Type Ⅳ
![Page 52: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/52.jpg)
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Progress of Type Ⅳ
Plug
Receptacle
(Optical TRx included)
3.5mm
17.2mm
![Page 53: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/53.jpg)
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10.3125Gbps (PRBS-7) 12.5Gbps (PRBS-31)
Error free (BER<10-12) Error free (BER<10-12)
10GbE Mask Margin: 60%
Optical transmission test-1
Evaluation result (Type Ⅳ)
![Page 54: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/54.jpg)
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Time line
JIIA _OTM_Draft
Voting
2015
10/M 12
2016
Evaluation for Type Ⅰ
12
DRAFT
FSF
(Boston)
FSF
(Chicago)
10/M
Evaluation for Type Ⅱ
Final check
FSF
(Kyoto)
3/B
14.Oct
FSF
(Liege)
Evaluation for Type Ⅲ
Evaluation for Type Ⅳ
9.Mar
11.Oct
20175
Smaller square
type connector
![Page 55: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/55.jpg)
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Summary
光伝送メディア規格はマシンビジョン用として開発中.
低消費電力、高速伝送、高耐久コネクタ.
すべてのマシンビジョンインターフェースに容易に適用可能.
新しい提案であるタイプⅣに対しても大きな期待が集まった
タイプⅠのリリースを Q3 2017の初頭に予定.
![Page 56: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/56.jpg)
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Vision Stuttgart 2016
Nov. 8-11, 2016
56
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International Vision Standard Booth
57
セミナーなどを通して最新規格をプロモート、光伝送メディアの提案について早くリリースしてほしいという声が多数寄せられた。
![Page 58: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/58.jpg)
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Result
58
http://www.messe-
stuttgart.de/fileadmin/medien/veranstaltungsseiten/vision/2018_PDF_Redaktio
n/Marginalspalte/Vision_final_englisch.pdf
Stuttgart is and remains the No. 1 industry meeting point for
machine vision: VISION closed with record exhibitor and visitor
numbers. The most important Facts:
来場者 10000人以上
ー業界別来場者数TOP3
1.マシンビジョン、画像関連2.自動車業界3.電気・電子機器関連
46%がドイツ国外から58か国、採用責任者もしくは調達担当者が85%
72%が再訪したいとアンケートに答えている
![Page 59: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/59.jpg)
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High Light
59
• 日本からエントリーのMachine Vision Lighting 株式会社のVESA照明技術がVision Awardを受賞https://files.messe-
stuttgart.de/presse/VISION16_EPK_Pr%C3%A4sentation_Winner_VISION_Award_eng.pdf?_ga=1.1369994
72.185320717.1477967214
• 3D関連の展示が目立ち、TOFなどの3Dセンサーの出展が目立った。Fastree
3D社などTOFでの技術的特徴やコストダウンアピールが目立った。• 特殊センサーあるいはセンサー加工などにより特定用途特化した製品、技術が
目立った• 中国からの参加が増えておりHIK visionなど積極的に低価格をアピール• IoT. Industorie4.0は常識として以下に展開するかが語られ始めている。• CoaXPress関連展示はXilinxブースでのIP展示、各主要ベンダーでの展示など
30ブース以上に上った• Mikrotron社など光インターフェースの独自展開を紹介する展示も数社見られ
た。高速化の要求の顕在化の表れと思われる。
![Page 60: スライド 1 - JIIAjiia.org/wp-content/themes/jiia/pdf/report2016_03.pdf · 2017-01-06 · Embedded processors continue the race They are getting faster but not hotter. See for](https://reader034.vdocuments.pub/reader034/viewer/2022050413/5f89a6057e6dfa50393f8bfc/html5/thumbnails/60.jpg)
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ご清聴ありがとうございました。