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電腦視覺 - Computer Vision: from recognition to geometry
授課教師: 簡韶逸
課程時間:112下-五789
上課地點: 電二143;
修課資訊: 【半年】【選修】【碩士班博士班 1,2 年級】【3學分】
注意事項: 總人數限100人


通信原理 - Principle of Communications
授課教師: 蘇炫榮
課程時間:112下-四678
上課地點: 博理114;
修課資訊: 【半年】【選修】【2,3,4 年級選修課程】【3學分】
課程概述:
principle of communications is the first course to communication systems for undergraduate students, and it aims to uncover how a communication system works and the underlying beautiful theoretical principles. it builds the foundations for students to explore more advanced topics related to communications, ranging from theoretical development to practical implementation, such as wireless communications, wireless networks, internet of things, etc.. lectures are developed to answer the following key question: how to reliably deliver information over an unreliable physical medium?

towards answering this question, we begin with the interface between the cyber and the physical world and explain how to convert from digital to analog and vice versa. next, we introduce a first statistical model, the additive noise channel, that captures the unreliable feature of physical medium, and develop the principle for optimal reconstruction based on statistical decision theory. then, we introduce the key concept of coding in order to achieve reliable communication, together with some concrete examples of codes. these principles are extended to further channel models, namely, wireline (telephone) channel and wireless channel, where additional challenges such as inter-symbol interference (isi) and fading need to be tackled. ofdm is introduced to alleviate isi while diversity techniques are developed to mitigate fading.

授課資訊: 課程說明 ;  臺大課程網
注意事項: 總人數限 59人


數位訊號處理 - Digital Signal Processing
授課教師: 鐘嘉德
課程時間:112下-五789
上課地點: 博理113;
修課資訊: 【半年】【選修】【碩士班博士班 1,2 年級】【3學分】
課程概述:
textbook:
a. v. oppenheim and r. w. schafer, "discrete-time signal processing," 3rd ed., pearson prentice-hall, 2010.

outline:
1. introduction
2. discrete-time signals and systems (sections 2.0-2.9)
3. the z-transform (sections 3.0-3.8)
4. sampling of continuous-time signals (sections 4.0-4.7)
5. transform analysis of linear time-invariant systems (sections 5.0-5.7)
6. structures for discrete-time systems (sections 6.0-6.6)
7. filter design techniques (sections 7.0-7.6)
8. the discrete fourier transform (sections 8.0-8.7)
9. computation of the discrete fourier transform (sections 9.0-9.3)

grading policy:
midterm i: 30%; midterm ii: 30%; final: 40%; two bonus quizs: 10%

授課資訊: 課程說明 ;  臺大課程網
注意事項: 總人數限 60人


光學系統設計 - Optical System Design
授課教師: 蘇國棟
課程時間:112下-三789
上課地點: 明達225;
修課資訊: 【半年】【選修】【碩士班博士班 1,2 年級】【3學分】
課程概述:
the primary goal of this course is to provide the basic tools and knowledge needed to design optical systems. at the end of the course, students will be able to take system requirements, select possible components and approaches, create candidate designs and analyze and optimize their performance.

授課資訊: 課程說明 ;  臺大課程網
注意事項: 本課程以英語授課。總人數限 20人


凸函數最佳化 - Convex Optimization
授課教師: 蘇柏青
課程時間:112下-五234
上課地點: 明達205;
修課資訊: 【半年】【選修】【碩士班博士班 1,2 年級】【3學分】
注意事項: 總人數限150人


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