資訊工程學系(Department of Computer Science and Information Engineering)
課程名稱(英文)
Fundamentals of Digital Signal Processing
課程代碼
4103090_01
授課教師：
林維暘
學分數
3
必/選修
選修
開課年級
大三
先修科目或先備能力：
Linear algebra
課程概述：
This course introduces the basic concepts of digital signal processing. Several topics including spectrum representation, sampling and aliasing, FIR filter, z-transform, and IIR filter will be covered in this course.
學習目標：
1. Knowing the mathematical representations of signals
2. Knowing sampling theorem and the effects of aliasing
3. Knowing how to design FIR filter
4. Knowing how to analyze signals and systems using z-transform
5. Knowing how to design IIR filter
教科書：
DSP First (2nd Edition) by James McClellan, Ronald Schafer, and Mark Yoder.
1.1.具有資訊工程相關基礎知識之吸收與了解的能力(Capability to grasp foundational knowledge in computer science.)
1.2.具有運用資訊工程理論及應用知識，分析與解決相關問題的能力(Capability to use computer science theory and application knowledge to analyze and solve related problems.)
1.3.在資訊工程的許多領域中，具有至少某一項專業能力，例如：硬體、軟體、多媒體、系統、網路、理論等(Professional in at least one area, including hardware, software, multimedia, system, networking, and theory.)
2.1.具有資訊工程實作技術及使用計算機輔助工具的能力(Capability to perform computer science implementations and use computer-aided tools.)
2.2.具有設計資訊系統、元件或製程的能力(Capability to design computer systems, components, or processes.)
2.3.具有科技寫作與簡報的能力。(Capability to write and present technical materials.)
3.1.具有除了已有的應用領域之外，亦可以將自己的專業知識應用於新的領域或跨多重領域，進行研發或創新的能力。(Capability to apply one’s professional knowledge to a new application domain or across multiple different application domains.)
3.2.具有領導或參與一個團隊完成一項專案任務的能力並且具有溝通、協調與團隊合作的能力。(Capability to lead or participate in group projects, with effective communication, coordination, and teamwork.)
3.3.具有因應資訊科技快速變遷之能力，培養自我持續學習之能力。(Capability to adapt to rapidly changing computer science technology and to develop self-learning capabilities.)
4.1.具有社會責任、人文素養及奉獻精神。(The awareness of social responsibilities, humanity, and contribution.)
4.2.具有工程倫理、宏觀能力、國際觀及前瞻視野。(The awareness of engineering ethics, broad capabilities, and global and contemporary vision.)
具有資訊工程相關基礎知識之吸收與了解的能力(Capability to grasp foundational knowledge in computer science.)
為何有關：
Digital signal processing is a fundamental course in the multimedia research field. After this course, students would be able to conduct some studies in image processing, video processing, and multimedia systems.
在資訊工程的許多領域中，具有至少某一項專業能力，例如：硬體、軟體、多媒體、系統、網路、理論等(Professional in at least one area, including hardware, software, multimedia, system, networking, and theory.)
為何有關：
Digital signal processing is a fundamental technique in multimedia research.