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課程名稱 |
統計通信理論
Statistical Communication Theory |
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開課學期 |
110-2 |
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授課對象 |
電機資訊學院 電信工程學研究所 |
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授課教師 |
林士駿 |
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課號 |
EE5005 |
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課程識別碼 |
921 U0180 |
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班次 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期一2,3,4(9:10~12:10) |
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上課地點 |
電二145 |
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備註 |
總人數上限：50人 |
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課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
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課程大綱
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課程概述 |
This course will introduce the communication theories based on various statistical channel models and their applications in the modern communication systems, including the Multiple-Input Multiple-Output (MIMO) and multi-user channels. Techniques inspired by these theories, including the multi-antenna communications and non-orthogonal multiple access (NOMA), are widely adopted in current standards such as mobile 5G and Wi-Fi IEEE802.11ad. We will thoroughly explore how to apply the statistical communication theories step by step to the design of a multi-user MIMO system. Examples from real wireless systems will be given. |
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課程目標 |
1. Statistical MIMO channel models
2. Fixed and fast fading channels: MIMO channel capacities and beamforming
3. Slow fading channel: outage capacity and space-time modulation
4. Multipath fading channel: MIMO OFDM
5. Multi-user channel: MIMO NOMA in uplink, downlink and beyond |
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課程要求 |
Grading
1. Homework: 20 %
2. Quiz: 50%
3. Final Presentation : 30% |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
1. “Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design,” Shih-Chun Lin, Tsung-Hui Chang, Eduard A. Jorswieck, and Pin-Hsun Lin, Springer
2. “Fundamentals of Wireless Communication,” David Tse and Pramod Viswanath, Cambridge |
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評量方式
(僅供參考) |
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