2025年度 シラバス大学院 2025年度 シラバス大学院 2025年度 シラバス大学院
| 2025/03/05 現在 |
| コンピテンシーコード表を開く 科目一覧へ戻る |
| 開講学期 ／Semester |
2025年度／Academic Year 3学期 ／Third Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
チョオン コン タン |
| 担当教員名 ／Instructor |
チョオン コン タン, ファン トゥアン アン |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/22 |
|---|---|
| 授業の概要 ／Course outline |
Multimedia services (with auditory and visual media) and data services are increasingly converging onto the IP infrastructure. However, the delivery of multimedia over the networks poses many challenges to developers and researchers. This course covers various issues of an end-to-end multimedia delivery chain, including digital media coding, compression and resiliency, transport protocols (RTSP/RTP, SIP), and Quality of Service (QOS). |
| 授業の目的と到達目標 ／Objectives and attainment goals |
This class will provide the background and latest developments of multimedia services, protocols to transport multimedia over IP, multimedia network architectures. Also, recent standards for multimedia networking and their importance are discussed. |
| 授業スケジュール ／Class schedule |
1 Introduction to Multimedia Networking 2 Multimedia Coding 3 Multimedia Coding (cont.) 4 Multimedia Quality of Service of IP Networks 5 Multimedia Quality of Service of IP Networks (cont.) 6 QoS Issues in Streaming Architectures 7 QoS Issues in Streaming Architectures (cont.) 8 Final project presentation Note: for projects, students should select a topic and present weekly. |
| 教科書 ／Textbook(s) |
Required: “Multimedia Networking: From Theory to Practice” by Jenq-Neng Hwang, Cambridge University Press, ISBN 0521882044 Other reference: Other references will be provided by professors |
| 成績評価の方法・基準 ／Grading method/criteria |
- Assignments and Presentations: 50% - Final project report: 50% |
| 履修上の留意点 ／Note for course registration |
It is recommended to take CNC01 before this course, but most of the content in this course will be self-contained. |
| 参考(授業ホームページ、図書など) ／Reference (course website, literature, etc.) |
Course website: http://web-int.u-aizu.ac.jp/~thang/mn/ Instructor information: The course instructor C.T. Truong has practical working experiences in multimedia networking. He worked for Electronics and Telecommunications Research Institute (ETRI) of South Korea for 5 years where he was involved in R&D of multimedia communications and networking. He also actively contributed in ISO/IEC & ITU-T standards related to IPTV and video streaming for more than 10 years. |
| コンピテンシーコード表を開く 科目一覧へ戻る |
| 開講学期 ／Semester |
2025年度／Academic Year 2学期 ／Second Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
ファン トゥアン アン |
| 担当教員名 ／Instructor |
ファン トゥアン アン, レ ドアン ホアン |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/24 |
|---|---|
| 授業の概要 ／Course outline |
Optical networks using optical fibre play an important role in today communication networks, including the Internet. The aim of this course is to provide students an introduction to optical communication engineering and optical networks. After the course, students are expected to have basic knowledge about the fundamentals of optical communications and networks, including system analysis techniques, architecture, implementation and performance issues, limitations and possibilities of different optical communication technologies. |
| 授業の目的と到達目標 ／Objectives and attainment goals |
The course starts with reviews and brief introduction of probability theory and communication engineering. The theory of optical technologies, including components of optical systems and networks, and fundamentals of optical transmission engineering are then discussed. We also discuss about the essential design, architecture and performance issues of optical networks. |
| 授業スケジュール ／Class schedule |
• Lecture 1: Introduction • Lecture 2: Signal, Spectral and Fourier theory • Lecture 3: Intro to communication engineering • Lecture 4: Performance of baseband comm. systems • Lecture 5: Monte-Carlo Simulation of communication systems • Lecture 6: Optics and optical fiber channel • Lecture 7: Light source and optical modulator • Lecture 8: Photo detectors and optical receiver • Lecture 9: Signal recovery & noises • Lecture 10: Optical system evaluation, BER • Lecture 11: Optical amplifier • Lecture 12: Optical components (couplers, filter, isolator, FBGs, circulator, optical switches, etc.) • Lecture 13-14: Optical wireless systems |
| 教科書 ／Textbook(s) |
A) Communication engineering & probability - MIT Intro. to Probability Theory (free, available online) - Digital Communications: Fundamentals and Applications by Bernard Sklar (updated on Jan 29, 2009), Japanese version of this text is also available - Contemporary Communication Systems using Matlab and Simulink by John G. Proakis, Masoud Salehi, Gerhard Bauch B) Optical comm. and networks - Optical Fiber Communications 2/E by Gerd Keiser Fiber-optic Communication Systems 2/E by Govind P. Agrawal - Optical Networks: A Practical Perspective 1/E or 2/Eby R. Ramaswami & K. N. Sivarajan - Understanding Optical communications, IBM Redbooks (free, available online) Note: all textbooks are available at the Univ. Lib & the Lab's bookshelf, in 305E. |
| 成績評価の方法・基準 ／Grading method/criteria |
- HW assignments (H, 100-band): every week: H = arithmetic mean of all HWs - Project (P, 100-band): P - Final grade is geometric mean of H and P |
| 履修上の留意点 ／Note for course registration |
No, however, students are expected to review basic knowledge of Physics, Maths. |
| 参考(授業ホームページ、図書など) ／Reference (course website, literature, etc.) |
Course websites: Moodle |
| コンピテンシーコード表を開く 科目一覧へ戻る |
| 開講学期 ／Semester |
2025年度／Academic Year 3学期 ／Third Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
ファン トゥアン アン |
| 担当教員名 ／Instructor |
ファン トゥアン アン, レ ドアン ホアン |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/24 |
|---|---|
| 授業の概要 ／Course outline |
Computer and communication have merged with each other. This has had a profound influence on the way computer systems are organized. The concept of computer center is now totally obsolete. The model of a single computer serving all of the organization's computational works has been replaced by Grid Computing or Cloud Computing, in which a large number of separate but interconnected computers work together. These systems are called computer networks. This course offers fundamental knowledge about the design and organization of computer networks. We start with a review of computer network software's layered structure. Then we will discuss one or more typical protocols in each layer. After a lecture, you will have time to complete a Java program that is an implementation of the protocols you have just leaned. Your program will run on a network simulator which can check your program, show you a graphical demonstration of communication or communicate your implementation to help you to completely understand the protocol. |
| 授業の目的と到達目標 ／Objectives and attainment goals |
Our students will learn the following in detail: (1) Layered architecture of computer network software; (2) Basic concepts such as packet, frame, addressing, routing, congestion control, QoS, error control, and flow control; (3) Basic protocols in each layer. |
| 授業スケジュール ／Class schedule |
• Lec. 1 – Course Introduction • Lec. 2 – Application layer • Lec. 3 - Lab 1 lecture: Wireshark • Lec. 4 – Transport layer • Lec. 5 – TCP: Reliable Transmission • Lec. 6 - Lab 2 lecture: Socket Programming • Lec. 7 – TCP Congestion control • Lec. 8 – Internet Protocol • Lec. 9 – Routing Algorithms & Protocols • Lec. 10 - Lab 3 lecture: Reliable Data Transfer Protocol • Lec. 11 – Link layer • Lec. 12 – Ethernet • Lec. 13 – Wireless Network • Lec. 14 – CSMA/CD in Wifi |
| 教科書 ／Textbook(s) |
You should have BS in CS or EE: i.e., should be familiar with introductory courses in engineering (Math, Introduction to Computer etc.) |
| 成績評価の方法・基準 ／Grading method/criteria |
- Weekly homework: 30% - Labs: 30% (10% each) - Course Project: 20% - Final exam: 20% |
| 履修上の留意点 ／Note for course registration |
The students should have basic knowledge of Java programming. |
| 参考(授業ホームページ、図書など) ／Reference (course website, literature, etc.) |
Work experience: The instructor has 5 years of industry career in communication network design. A part of this course is based on the experience. |
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| 開講学期 ／Semester |
2025年度／Academic Year 1学期 ／First Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
チョオン コン タン |
| 担当教員名 ／Instructor |
チョオン コン タン, - - |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/22 |
|---|---|
| 授業の概要 ／Course outline |
This course aims at advanced topics of networking technologies. Various solutions to improve the QoS of networking such as Software Defined Network (SDN), Multiprotocol Label Switching (MPLS), etc. will be discussed. Also, another focus is on the recent technologies for data delivery and distribution (e.g. datacenter, cloud, CDN) over the Internet. In addition, the new trends the future Internet will be highlighted. (＊The number of students is limited to 18. In case it is more than 18, CN field students will be accepted preferentially, the other students will be selected by drawing) |
| 授業の目的と到達目標 ／Objectives and attainment goals |
- Understand the key technologies to improve the QoS of networks (SDN, MPLS, Virtualization, etc.) - Understand the key technologies for multimedia communication and content distribution - Identify the problems and solutions of delivering data and managing networks - Discuss the future trends of Internet |
| 授業スケジュール ／Class schedule |
- Classes 1-2: Overview of Networks - Classes 3-4: Addressing and Packet Switching - Classes 5-6: Network QoS - Classes 7-8: Network QoS (continued) - Classes 9-10: Multimedia Communication - Classes 11-12: Content Distribution Networks - Classes 13-14: Future Internet |
| 教科書 ／Textbook(s) |
“Computer Networking: Top Down Approach Featuring Network”, 7th Ed. by J. F. Kurose and K. W. Ross Additional materials will be distributed during the course. |
| 成績評価の方法・基準 ／Grading method/criteria |
- Assignments and Presentations 60% - Final Project 40% |
| 履修上の留意点 ／Note for course registration |
It is recommended to have knowledge of L11/CN03/CNC01 before taking this course. Yet, most of the material in this course will be self-contained. |
| 参考(授業ホームページ、図書など) ／Reference (course website, literature, etc.) |
Work experience: The course instructor C.T. Truong has practical working experiences in networking. He worked for Electronics and Telecommunications Research Institute (ETRI) of South Korea for 5 years where he was involved in R&D of multimedia communications and networking. He also actively contributed in ISO/IEC & ITU-T standards related to IPTV networks and video streaming for more than 10 years. Website: http://web-int.u-aizu.ac.jp/~thang/cnc02/cnc02.html |
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| 開講学期 ／Semester |
2025年度／Academic Year 4学期 ／Fourth Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
レ ドアン ホアン |
| 担当教員名 ／Instructor |
レ ドアン ホアン, ファン トゥアン アン |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
Prerequisite: CNC01F, lectured in Q3, is strongly recommended. |
| 更新日／Last updated on | 2025/01/24 |
|---|---|
| 授業の概要 ／Course outline |
This course helps to develop an understanding of the various aspects of wireless and mobile networks. Following the first course in the CNS FoS on fundamentals of computer networking (CNC01F) which covers basic concepts the Internet, including applications, transport, network and a part of data-link layers, the CNC05A course provides a solid conceptual understanding of the fundamentals of the most popular transmission media today: the wireless transmission. Secondly, the course covers design and architecture of wireless networks (Wi-Fi). Finally, it will discuss the design and evolution of mobile networks, from 1G to 5G with a focus on 4G and recent 5G technologies. |
| 授業の目的と到達目標 ／Objectives and attainment goals |
This course aims to cover many aspects of mobile communications from a computer science and engineering point of view, so that students can have a deeper understanding of wireless and mobile networks. It points out common properties of different technical solutions and shows the integration of services and applications. |
| 授業スケジュール ／Class schedule |
Part 1: Wireless Transmission - Lecture 1: Course Introduction - Lecture 2: Wireless Transmission Fundamentals - Lecture 3: Transmission Media and Channel Capacity - Lecture 4: Wireless Signal Propagation, Signal Fading - Lecture 5: Signal Encoding and Modulation - Lecture 6: Multiplexing and OFDM Part 2: Wireless Networks - Lecture 7: WLAN basic - Lecture 8: PHY/MAC in WLAN - Lecture 9: WLAN Security - Lecture 10: IoT and Bluetooth Part 3: Mobile Networks - Lecture 11: Cellular Network: Concept and Evolution (1G/2G/3G) - Lecture 12: 4G LTE/LTE-A- specifications and architectures - Lecture 13: 5G specifications, architectures - Lecture 14: 5G key technologies |
| 教科書 ／Textbook(s) |
1. [Main] Wireless Communications Networks & Systems, by William Stallings (Kindle version is also available) – any edition is OK 2. [Reference] 5G Wireless: A Comprehensive Introduction, by William Stallings (Kindle version is also available): for further study on 5G technologies 3. [Reference] Wireless Communications: Principles and Practice (2nd Edition) by Theodore S. Rappaport -Prentice Hall (2002): for further study on wireless transmission |
| 成績評価の方法・基準 ／Grading method/criteria |
- Weekly Homework assignments (H, 100-band). H = arithmetic mean of all homeworks - Project (P, 100-band). The project is evaluated in 4 stages, equally (each stage is due in about 2 weeks) - Final grade: geometric mean of H and P |
| コンピテンシーコード表を開く 科目一覧へ戻る |
| 開講学期 ／Semester |
2025年度／Academic Year 4学期 ／Fourth Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
ファン トゥアン アン |
| 担当教員名 ／Instructor |
ファン トゥアン アン, レ ドアン ホアン |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/24 |
|---|---|
| 授業の概要 ／Course outline |
As computer network systems can be modeled as queuing systems, queuing theory serves as the key for performance analysis. This course illustrates the applications of the queuing theory in modeling and performance analysis of computer networks. |
| 授業の目的と到達目標 ／Objectives and attainment goals |
The objectives of the course include fundamental of data networks, network modeling and performance analysis. After the course, students are expected to understand what and how to model and evaluate the performance of a network. To take the course, students are expected to have a basic mathematical background, basic knowledge of computer networks and the probability theory. Students are strongly recommended to take either CNC01 (grad. school) or N1 (undergrad school) prior (or at least, in parallel) to this course. |
| 授業スケジュール ／Class schedule |
Lecture 1: Performance analysis methods (mathematical model, simulation, emulation, practical implementation) and metrics (capacity, throughput, goodput, Loss probability, delay, queue length) Lecture 2: Network review, layering architecture. Lecture 3: Point to point protocols and methods: Error detection/correction, ARQ. Lecture 4: Multiple access networks: Aloha, Carrier Sensing Lecture 5: MAC in Wireless networks Lecture 6: Probability theory recap Lecture 7: Bernoulli & Poisson process Lecture 8: Markov chains Lecture 9: Queuing model and Little’s theorem Lecture 10-11: Basic queuing systems - M/M/1, M/M/m Lecture 12: Loss systems: M/M/∞, M/M/m/m and M/M/m/m/m Lecture 13: MG1 variants and Priority Queue Lecture 14: Network models: Loss network vs. queuing network |
| 教科書 ／Textbook(s) |
1. "Data networks" 2/E by D. Bertsekas and R. Gallager. Note: You can borrow this textbook from the Univ. Lib. Each chapter is downloadable (legal, shared by authors) from the course website. High performance TCP/IP Networking by M. Hassan and R. Jain 2. “Computer Networking: A Top-Down Approach Featuring the Internet”, by Kurose (any edition is OK) 3. “Computer Networks” (4th ed.) by A. S. Tanenbaum 4. “MIT Intro. to Probability Theory” (free, available online) 5. Network Simulation Experiments Manual by E. Aboelela |
| 成績評価の方法・基準 ／Grading method/criteria |
(1) Weekly HW assignments (H, 100-band). H = arithmetic mean of all HWs (2) Project (P, 100-band). The project is evaluated in 4 stages, equally (each stage is due in about 2 weeks) No mid-term or final examination Final grade is geometric mean of H and P |
| 履修上の留意点 ／Note for course registration |
Students are expected to have fundamental knowledge on (1) Computer Networks and (2) Probability Theory. |
| 参考(授業ホームページ、図書など) ／Reference (course website, literature, etc.) |
Course website: course websites: Moodle |
| コンピテンシーコード表を開く 科目一覧へ戻る |
| 開講学期 ／Semester |
2025年度／Academic Year 2学期 ／Second Quarter |
|---|---|
| 対象学年 ／Course for; |
1年 , 2年 |
| 単位数 ／Credits |
2.0 |
| 責任者 ／Coordinator |
荊 雷 |
| 担当教員名 ／Instructor |
荊 雷, イドゥニン パシャ ビン イブラヒム |
| 推奨トラック ／Recommended track |
－ |
| 先修科目 ／Essential courses |
－ |
| 更新日／Last updated on | 2025/01/17 |
|---|---|
| 授業の概要 ／Course outline |
このコースでは、特に体域ネットワーク（BAN）に焦点を当てたIoTの深い理解を提供します。ウェアラブルおよび埋め込み型センサーネットワークの原理、設計、およびアプリケーションについて学びます。トピックには、センサーおよび通信技術、プロトコル、セキュリティとプライバシー、BANデータの信号処理、ヘルスケア、フィットネス、リハビリテーションにおける実世界のアプリケーションが含まれます。 |
| 授業の目的と到達目標 ／Objectives and attainment goals |
BANの基本概念と応用を理解する。 BANの通信プロトコルと標準を分析する。 エネルギー効率、セキュリティ、プライバシーなどの主要な課題に対処する。 BANデータの信号処理技術を適用する。 BAN技術の将来の動向と研究分野を評価する。 |
| 授業スケジュール ／Class schedule |
ユニット1（Lei Jing） 講義1: IoTとBANの紹介 コースのオリエンテーション BANの概要と現代のヘルスケアおよびフィットネスにおける重要性 BAN、ワイヤレスセンサーネットワーク（WSN）、およびIoTとの関係性 アプリケーションとユースケース：ヒューマンインフォーマリゼーション、インダストリー4.0、スマート農業、ヘルスケアモニタリング 講義2: BANのための人体バイオメカニクスの基礎 バイオメカニクスの基本概念、定義、原則 体の異なる部位へのセンサーの配置とその意義 課題1: 指定された論文を読み、その要約を提出 講義3: BANセンサー技術 BANで使用されるセンサーの種類：バイオセンサー、モーションセンサー、環境センサー ウェアラブルセンサーと埋め込み型センサーの比較 講義4: BANセンサー技術（続き） センサー設計の課題：サイズ、精度、消費電力、信号の信頼性 BAN技術の進展：フレキシブルエレクトロニクス、ナノテクノロジー、スマートテキスタイル 新しい標準化の進展と相互運用性の課題 BANのIoTシステムおよび5Gネットワークとの統合の可能性 課題2: 指定された論文を読み、その要約を提出 ユニット2（Lei Jing） 講義5: BANのための通信技術とプロトコル 短距離通信規格：Bluetooth、Zigbee、NFC、RF-ID IEEE 802.15.6 BAN規格の概要 データ速度、通信範囲、エネルギー効率、遅延のトレードオフ 講義6: BANのネットワークアーキテクチャとトポロジー 基本的なトポロジー：スター型、メッシュ型、ハイブリッド型ネットワーク BANにおけるゲートウェイとアクセスポイントの役割 複数センサーを持つBANにおけるデータフローと階層構造 課題3: 指定された論文を読み、その要約を提出 講義7: BANデータの信号処理 BANデータに関連するデジタル信号処理の概要 ノイズ除去技術、フィルタリング、データフュージョン 健康指標のための特徴抽出とデータ分析 講義8: BANのエネルギー効率、セキュリティ、プライバシー バッテリ管理とエネルギーハーベスティング技術 低消費電力通信戦略 デューティサイクリングと省電力モード BAN特有のセキュリティ問題の概要 BANの暗号化と認証手法 ウェアラブルおよび埋め込み型デバイスに関連するプライバシーの懸念 課題4: 指定された論文を読み、その要約を提出 ユニット3（Idnin Pasya bin Ibrahim） 講義9: ワイヤレス体域ネットワーク（WBAN）の無線技術 WBANの定義、範囲、基礎知識 フリースペース通信と体中心通信の違い 体中心ネットワークの無線通信における独自の課題 無線信号伝搬に対する人体の影響の概要 講義10: WBANにおける波の伝搬 組織との電磁波相互作用：反射、吸収、散乱 比吸収率（SAR）と規制上の考慮事項 WBANの伝搬モデル オンボディ、オフボディ、インボディ通信 体の動きや姿勢の変化が信号性能に与える影響 課題5: 指定された論文を読み、その要約を提出 講義11: WBANのアンテナとデバイス WBAN向けのウェアラブル無線デバイス WBANアンテナの概要：種類、サイズ、形状、人体中心のアンテナ材料の考慮 設計上の課題 人体への近接による影響（デチューニング、損失） ウェアラブル用の柔軟で適合性のあるアンテナ設計 講義12: BANとWBANの将来の研究トピック BANとWBANへの人工知能および機械学習の統合 WBANシステムにおける6G以降の役割 倫理的考慮事項と規制遵守 課題6: 指定された論文を読み、その要約を提出 最終プレゼンテーション（講義2回分） 各学生は、このコースで学んだ知識を活用してIoTアプリケーションシステムを設計する。 |
| 教科書 ／Textbook(s) |
講義用配布資料 |
| 成績評価の方法・基準 ／Grading method/criteria |
課題（60%）：週ごとの課題 最終プロジェクト（40%）：プレゼンテーションのパフォーマンス |