Biyomedikal Mühendisliği

EEE 413 | Ders Tanıtım Bilgileri

Dersin Adı

Digital Signal Processing

Kodu	Yarıyıl	Teori (saat/hafta)	Uygulama/Lab (saat/hafta)	Yerel Kredi	AKTS
EEE 413	SPRING	2	2	3	6

Ön-Koşul(lar)	EEE 301 To succeed (To get a grade of at least DD) or, EEE 309 To succeed (To get a grade of at least DD)
Dersin Dili	English
Dersin Türü	ELECTIVE_COURSE
Dersin Düzeyi	Lisans
Dersin Veriliş Şekli	Face-to-Face
Dersin Öğretim Yöntem ve Teknikleri	Application: Experiment / Laboratory/ Workshop Lecture / Presentation
Ulusal Meslek Sınıflandırma Kodu	-
Dersin Koordinatörü	Doç. Dr. Mehmet Türkan
Öğretim Eleman(lar)ı	Doç. Dr. Mehmet Türkan
Yardımcı(ları)	Araş. Gör. Burak Akbuğday

Dersin Amacı

This course covers the principles and applications of digital signal processing. Topics include the representation, analysis, and design of discrete-time signals and systems; sampling and discrete-time processing of continuous-time signals; frequency domain representations such as Fourier series and transform; Z-transform; flow graph structures for discrete time systems; the relationship between continuous-time and discrete-time frequency representations; discrete Fourier transform (OFT) and fast Fourier transform (FFT); and the design techniques of recursive (IIR) and non-recursive (FIR) filters.

Öğrenme Çıktıları

Bu dersi başarıyla tamamlayabilen öğrenciler;

Ad	Açıklama	PC Alt	* Katkı Düzeyi
Ad	Açıklama	PC Alt	1	2	3	4	5
LO1	Use Fourier transform and Z-transform for discrete-time signals and systems.			X
LO2	Analyze the behavior of linear, time- invariant discrete-time systems using transformation analysis.				X
LO3	Apply design techniques for FIR and IIR digital filters.			X
LO4	Describe the discrete Fourier transform (OFT) and its applications.			X
LO5	Use fast Fourier transform {FFT) algorithms for more efficient computation of the OFT.				X
LO6	Simulate the analysis and modeling of digital signal processing systems using MATLAB and signal processing software tools.				X

Ders Tanımı

The aim of this course is to introduce students to the fundamental mathematical tools used in digital signal processing and linear system analysis through examples.

Dersin İlişkili Olduğu Sürdürülebilir Kalkınma Amaçları

Dersin Kategorisi	Temel Ders
	Uzmanlık/Alan Dersleri	X
	Destek Dersleri
	İletişim ve Yönetim Becerileri Dersleri
	Aktarılabilir Beceri Dersleri

HAFTALIK KONULAR VE İLGİLİ ÖN HAZIRLIK ÇALIŞMALARI

Hafta	Konular	Ön Hazırlık	Öğrenme Çıktısı
1	Introduction and mathematical foundations, review of continuous-time signal and system concepts; sampling theorem		-
2	Discrete-time signals and systems	Chapter 2. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978- 1-292-02572-8	85ac492b
3	Linear, time-invariant systems and their properties; convolution sum; difference equations	Chapter 2. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	e78a490e
4	Discrete-time Fourier transform and its properties; frequency domain representations; inverse transform and properties	Chapter 2. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	85ac492b
5	Discrete-time Fourier transform and its properties; frequency domain representations; inverse transform and properties	Chapter 2. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	e78a490e
6	Z-t ransform and its properties, inverse transforms; analysis of linear, timeinvariant systems in the Z-plane	Chapter 3. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	85ac492b
7	Z-t ransform and its properties, inverse transforms; analysis of linear, timeinvariant systems in the Z-plane	Chapter 3. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	e78a490e
8	Midterm Exam		-
9	IIR and FIR system structures; signal flow graph representations	Chapter 6. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	2f828841
10	IIR and FIR system structures; signal flow graph representations	Chapter 6. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	2f828841
11	IIR and FIR filter design and examples	Chapter 7. AV. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	2f828841
12	Discrete-time Fourier series and discrete Fourier transform (DFT); circular convolution; linear convolution using DFT	Chapter 8. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	65531663
13	Discrete-time Fourier series and discrete Fourier transform (DFT); circular convolut ion; linear convolution using DFT	Chapter 8. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	65531663
14	Fast Fourier transform (FFT) algorithms and structures	Chapter 9. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	60c21993
15	Fast Fourier transform (FFT) algorithms and structures	Chapter 9. A. V. Oppenheim, R. W. Schafer, Discrete-Time Signal Processing, ISBN: 978-1- 292-02572-8	60c21993
16	Final Exam		-

Ders Kitabı	A. V. Oppenheim R. W. Schafer Discrete-Time Signal Processing Pearson 2014 3/ E ISBN: 978-1-292-02572-8.
Önerilen Okumalar/Materyaller	J. G. Proakis D. K. Manolakis Digital Signal Processing Pearson 2014 4/ E ISBN: 978-1-292-02573-5.

DEĞERLENDİRME ÖLÇÜTLERİ

Yarıyıl Aktiviteleri	Sayı	Katkı Payı %	LO1	LO2	LO3	LO4	LO5	LO6
Laboratuvar / Uygulama	1	30	X	X	X	X	X	X
Ara Sınav	1	30	X	X
Final Sınavı	1	40			X	X	X	X
Toplam	3	100

AKTS / İŞ YÜKÜ TABLOSU

Yarıyıl Aktiviteleri	Sayı	Süre (Saat)	İş Yükü
Katılım	-	-	-
Teorik Ders Saati	16	2	32
Laboratuvar / Uygulama Ders Saati	16	2	32
Sınıf Dışı Ders Çalışması	14	3	42
Arazi Çalışması	-	-	-
Küçük Sınav / Stüdyo Kritiği	-	-	-
Portfolyo	-	-	-
Ödev	-	-	-
Sunum / Jüri Önünde Sunum	-	-	-
Proje	-	-	-
Seminer/Çalıştay	-	-	-
Sözlü Sınav	-	-	-
Ara Sınavlar	1	34	34
Final Sınavı	1	40	40
		Toplam	180