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1 2017 TRON Symposium 於東京ミッドタウン Open IoT:IoT 時代の人材育成産業界におけるIoT 分野の人材育成 1 Human resource development in industries for IoT applications 2017 年 12 月 14 日日本電気株式会社宇宙システム事業部 Space Systems Division, NEC Corporation 檜原弘樹 Hiroki Hihara 1 NEC Corporation 2017 NEC Group Internal Use Only

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3 内容 Contents IoT における宇宙システムの位置付け Space Systems positioning in IoT IoT 分野で産業界のエンジニアに必要とされるスキル ~ 宇宙システムを例として ~ Skill requirement for the integration of IoT system エンジニアのスキルの現状と IoT 対応課題 Issues to be tackled for IoT system integraion

4 IoT における宇宙システムの位置付け Space Systems positioning in IoT

5 IoT における宇宙システムの位置付け Space Systems positioning in IoT 宇宙システムを活用した IoT システムの実装 Satellites are identified as intelligent sensors and relay nodes in IoT network. 5 NEC Corporation 2017 NEC Group Internal Use Only

6 IoT における宇宙システムの位置付け Space Systems positioning in IoT NEC Space Business - A proven track record in space-related assets Satellites 人工衛星 - Communication/broadcasting/navigation - Earth observation - Scientific Ground systems 地上システム - Satellite tracking and control systems - Data processing and analysis systems - Launch site control systems Satellite components 搭載機器 - Large observation sensors - Bus components - Transponders - Solar array paddles - Antennas Rocket subsystems ロケット搭載機器 Systems & Services コンサルテーション International Space Station 宇宙ステーション 6 NEC Corporation 2017 NEC Group Internal Use Only

7 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system ~ 宇宙システムを例として~ センシングデバイスの設計 Design skill of sensing devices 組込みシステムプログラミング - Embedded computing ネットワーク構築 - Network system integration 耐環境性設計 Design for harsh environment

8 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system C&C Computer and Communications NEC の提唱する 5 階層 IoT アーキテクチャ 8 NEC Corporation 2017 NEC Group Internal Use Only

9 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system センシングデバイスの設計 Design skill of sensing devices GPS Antenna S-band Antenna Imager Payload Bus X-band Antenna Baffle Camera Star Tracker Payload Equipment + NEXTAR the Earth Observation model + Thruster Solar Array Panel SAR 合成開口レーダー Optical probe 光学センサ 9 NEC Corporation 2017 NEC Group Internal Use Only

10 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system 組込みシステムプログラミング - Embedded computing 10 NEC Corporation 2017 NEC Group Internal Use Only

11 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system ネットワークの構築 Network system integration 検証システムの開発と運用 Validation and Verification PTP User Application Segmentation PnP Application Validation アプリケーションレベルの適合性 Protocol Analyzer に Pass してから搬入 Retry/Redundancy Protocol ID / RMAP (ECSS-E-ST-50-51C/52C) RMAP Conformance Tester に Pass してから搬入 Scheduling SpaceWire (ECSS-E-ST-50-12C) SpaceWire Conformance Tester に Pass してから搬入 11 NEC Corporation 2017 NEC Group Internal Use Only

12 IoT 分野で産業界のエンジニアに必要とされるスキル Skill requirement for the integration of IoT system 耐環境性設計 Design for harsh environment 単一故障点の排除 Mitigating single failure point 冗長系の配備 redundancy 誤り訂正符号化 Error correction encoding Fail Safe/Fail Operative 再同期機能の分散化 θ ION PATH CRAFT システム 故障分離 再構成機能の分散化 p FRM 方式 ソフトウェア通信方式 検出機能の分散化 n DEPLETION REGION 多数決方式 演算機能の分散化 12 NEC Corporation 2017 NEC Group Internal Use Only

13 エンジニアのスキルの現状と IoT 対応課題 Issues to be tackled for IoT system integraion

14 エンジニアのスキルの現状と IoT 対応課題 Issues to be tackled for IoT system integraion 現状の課題 組込みシステムのネットワークアーキテクチャ および構築技術の素養 ( インタネットの素養を備えた上で ) Knowledge of network architectures and integration in addition to the Internet technology 組込みマイコンと FPGA (Field Programmable Gate Array) の適材適所の設計技術 Trade-off analysis and design of embedded micro-controller unit (MCU) and FPGA コミュニケーション力 Communication skill enpit への期待 - Expectations to enpit コミュニケーション力の養成と実習 Communication skill using IoT-Engine FPGA IoT-Engine MCU IoT-Engine C 言語レベルソースコードデバッグ Source code debugging in C-language 14 NEC Corporation 2017 NEC Group Internal Use Only

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