List of Courses School of Electrical Engineering and Informatics

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School of Electrical and Informatics Electrical Bachelor EL2005 Electronics Even Semester (February) 3 English Physics, operation, and models of diodes, BJT, MOSFET, and thyristors. Analysis and design of single-stage amplifiers: DC bias, small-signal properties, and frequency responses. Output Stage and Power Amplifier. CMOS logics. Electrical Bachelor EL2006 Electromagnetics Even Semester (February) 3 English History and Overview; Vector Analysis; Coulomb's Law, Electric Field Intensity; Electric Flux Density, Gauss's Law, Divergence; Energy, Potential, Gradient; Conductors, Dielectrics, Capacitance; Poisson's and Lapace's Equations; The steady magnetic field, curl; Magnetic Forces, materials, inductance; Time Varying Fields, Maxwell's Equations; Uniform Plane Wave, Plane Waves at boundaries and in dispersive media; Transmission lines; Waveguide and antenna fundamentals; Huygens-Freshnel Principle, spatial frequency, angular spectrum Electrical Bachelor EL3013 Instrumentation Systems Even Semester (February) 3 English This course contains material about the role of instrumentation system in various fields of engineering; the characteristic of system components; the method of measurement, the method of calibration, data processing methods in the measurement. Classification of sensor and transducer: mechanical; thermal; optics; acoustic, LVDT signal conversion, amplification and modulation, analog signal conditioning and digital converter circuit, final controller, mechanical actuator; electric actuator; hydraulic actuator; analog controller circuits; filters, signal recordings, communications, and displays and readings Electrical Bachelor EL3015 Control Systems Even Semester (February) 3 English The course covers control systems analysis and design for continuous time linier systems. The system's stability or performance are covered. System analysis and design are undertaken in time and frequency domain. Introduction to modern concept of state space and digital control system are also provided in the course. Electrical Master EL5061 Wireless Access Network Even Semester (February) 2 English 1. Introduction to Wireless Communication system and concept of cellular communications. 2. Radiowave Propagation 3. Mitigation Techniques of Multipath Propagation. 4. Modulation Techniques for Wireless Access Network. 5. Multiple Access Technique for Wireless Access Network. 6. Planning and Design of Wireless Access Network. 7. Standard and of Cellular Communication System Electrical Master EL5062 Wireless Core Network Even Semester (February) 2 English Introduction to wireless communication system: Network evolution, network elements, network architecture, cellular technology trends. Concept of cellular communication, Small scale radiowave propagation (multipath), Mitigation techniques of multipath propagation, Modulation techniques for wireless access network, Multiple access technique for wireless access network, Planning and design of wireless access network, Standard and technology of cellular communication Electrical Master EL5140 Network Even Semester (February) 2 English 1. Introduction 2. Transmission media 3. Signals 4. Basic signals and system 5. Multiplexing 6. Signaling 7. Transmission system 8. Basic of Radio transmission 9. Switching techniques 10. PSTN 11. Basic of computer networks 12. Broadband access network ITB Executive Directorate of Student Enrollment Management and Education Cooperation 1

School of Electrical and Informatics Electrical Master EL5173 Electromagnetics Computation in Power Even Semester (February) 2 English The content of this course are application of Maxwell equation specially inb power systems, included the calculation of electric, magnetics field and electromagnetics wave by using the finite difference method, finite element method, charge simuilation method, boundary method and numerical analysis for computing this problem. Electrical Master EL5222 Information Project Management and System Acquisition Even Semester (February) 2 English This course explores the impact that Information Systems (IS) have on business performance and the contribution IS makes to the strategic development of organizations. It describes IS tools, techniques and management frameworks - all of which identify opportunities for strategic thinking, and shows how IS is an indispensable component in the implementation of a strategic plan. Electrical Master EL6081 High Voltage Diagnosis Lab Even Semester (February) 2 English High voltage laboratory, safety aspect, concept of diagnosis of HV equipment, design of diagnosis system of high voltage equipment, experiments (PD measurement system, measurement of electrical quantity of PD using conventional and non conventional methods Electrical Bachelor EL3010 Digital Signal Processing Odd Semester (August) 3 English History and Overview in Digital Signal Processing, Theories and Concepts, Discrete Time Signals and Systems, Analysis of LTI Systems Using z-transfoms, Frequency Analysis of Signals and Systems, The Discrete Fourier Transform (DFT) and Fast Fourier Transform (FFT), Spectrum analysis, Implementation of Discrete-Time Systems, Design of Digital Filter Electrical Bachelor EL4019 Electric Drive Systems Odd Semester (August) 3 English Elements of electric drive systems, introduction to solid states devices, introduction to solid state switching circuits, joint speed-torque charactesristics of electric motors and mechanical load, speed-torque characteristics of dc and ac electric motors, speed control of dc motors, speed control of induction motors, braking of dc motors, braking of induction motors, dynamic of electric drive systems Electrical Bachelor EL4120 Computer Networks Odd Semester (August) 3 English OSI 7 and TCP/IP layer models, Circuit and Packet Switching, Medium Access Control, Error Control Techniques (ARQ), Routing and Dijkstra's Algorithm, flow/congestion control, IEEE 802.11 (WLAN), Bluetooth, Wireless Sensor Network (WSN). Electrical Bachelor EL4129 Semiconductor Devices Odd Semester (August) 3 English Review on semiconductor material, PN junction, MOS capacitor, MOSFET, Bipolar Transistor, and application specific semiconductor devices Electrical Bachelor EL4138 VLSI Systems Design Odd Semester (August) 3 English This course has an objective to provide student with the capabily in designing Application Specific Integrated Circuits (ASICs). In this course, ASICs implementation is more focus on Semicustom using CMOS Standard Cell. The course covers the introduction of various VLSI Implementation and its design flow. Electrical Bachelor EL4241 RF & Mixed Signal Microelectronics Odd Semester (August) 3 English Introduction, RF 2-port network: Parameter Z,Y,T (cascade), H(ybrid) and S(catttering), Parameter Conversion : S parameter Z, Y, H, T, Implementation : Modeling of RF Transistor ; Transmisission Lines : Distributed element, Propagation Constant and Impedance Characteristics, reflection constant, and VSWR; Bilinear transform : Z f (), Smith Chart, Impedance Maching Techniques; Design RF Amplifier : Stability, Power Gain and techniques of impedance matching (simultaneous) ; Small signal RF Amplifier Design; Low Noise Amplifier (LNA) Design, Signal Mixing (Mixer) and Oscillator Design ; Baseband Processing (Introduction), Digital Modulation / Demodulation, Digital Coding/Decoding, NCO, Digital Frequency Conversion, Digital Signal Processing Analog : High Speed DAC/ADC, FIR Filtering Electrical Master EL5173 Electromagnetics Computation in Power Odd Semester (August) 2 English The content of this course are application of Maxwell equation specially inb power systems, included the calculation of electric, magnetics field and electromagnetics wave by using the finite difference method, finite element method, charge simuilation method, boundary method and numerical analysis for computing this problem. ITB Executive Directorate of Student Enrollment Management and Education Cooperation 2

School of Electrical and Informatics Electrical Master EL6081 High Voltage Diagnosis Lab Odd Semester (August) 2 English High voltage laboratory, safety aspect, concept of diagnosis of HV equipment, design of diagnosis system of high voltage equipment, experiments (PD measurement system, measurement of electrical quantity of PD using conventional and non conventional methods Electrical Power Bachelor EP2094 Signal & Systems Even Semester (February) 3 English Introduction to signal and systems, invariant linear-time systems, Laplace transformation, z transformation, continous-time Fourier analysis, discrete-time Fourier analyses, filtering, sampling, linear-feedback systems. Electrical Power Bachelor EP3072 Power Electronics Even Semester (February) 3 English Basic concept of power electronics and power converters. Power semiconductor, ac-ac, ac-dc, dcdc, dc-ac power converters and its applications. Power converter controls. Electrical Power Bachelor EP3073 Numerical Analysis For Electrical Power Odd Semester (August) 3 English Introduction to numerical methods, general numerical methods, numerical methods for linear algebra, numerical methods for differential equation, application of numerical methods in power engineering. Electrical Power Bachelor EP3076 Power System Protection Odd Semester (August) 3 English Introduction, overvoltage sources, travelling wave, lightning phenomenon, surge impedance of tower and transmission line, overvoltage protection equipment, lightning performance, insulation coordination, three phase system, line and system parameters under short circuit fault condition, review of symmetrical components and current and voltage calculation under short circuit faults, protection relay, relay coordination in protection system. Electrical Power Bachelor EP3095 Electrical Material Odd Semester (August) 3 English Classical and modern electron theories; atom structure, electron statistics and energy band theory, properties of conductor, superconductor, semiconductor, dielectrics, magnetic and optical materials. Informatics Master IF5123 Software Quality Even Semester (February) 2 English Testing fundamentals, test levels, testing techniques, test-related measures, test process, software quality fundamentals, software quality management processes, verification and validation. Informatics Master IF5152 Mobile Application Development Even Semester (February) 3 English This course offers conceptual knowledge and skill in mobile application development, from fundamentals of mobile device to software development in mobile application. Informatics Master IF5153 Multimedia Data Processing and Management Even Semester (February) 3 English This course offers conceptual knowledge and skill in processing and managing multimedia data, including introduction to multimedia data and application, review of signal processing (Discrete Fourier Transform and Fast Fourier Transform), review of multimedia data representation, automatic analysis of multimedia data (prepocress, feature extraction, recognition and similarity retrieval), multimedia data management and indexing methods, case study on multimedia data processing based application. Informatics Master IF5163 Paralel Programming Even Semester (February) 3 English This course describes concepts and practices of parallel algorithm and programming, PRAM model. Informatics Master IF5150 Game Domain Software Odd Semester (August) 3 English This course explains software engineering process for game domain. Through this course, students will learn one life-cycle of game development. Informatics Master IF5160 High Performance Computation Odd Semester (August) 2 English This course describes about parallel model and architecture, SIMD, MIMD, and SPMD. Programming model of parallel system: shared memory and message passing, algorithm mapping, suitable application and programming model, as well as performance metrics. Informatics Master IF5172 Datawarehouse & Data Mining Odd Semester (August) 2 English This course covers basic principles, concepts, and techniques on data mining, and the usages of data mining tools Bachelor IF4033 Information Assurance and Security Even Semester (February) 3 English Fundamental of IAS, network security, intro to cryptography, risk management, Security policy and governance, digital forensics, Security Architecture and System Administration, Secure Software Design and Bachelor IF4040 Advanced Data Modelling Even Semester (February) 3 English This course provides insight and knowledge on advance data modeling, such as including time or space aspect to the data model, the use of rules to deduce new facts from the database, and data modeling using non-relational approach. Bachelor IF4042 Information Retrieval Systems Even Semester (February) 3 English Information retrieval system, vector space model, probabilistic model, feed-back, query expansion, thesaurus, evaluation of system performance, search engine ITB Executive Directorate of Student Enrollment Management and Education Cooperation 3

School of Electrical and Informatics Bachelor IF4061 Information and Data Visualization Even Semester (February) 3 English This course explains about how to effectively presenting information using computer-based visual media. The course objective is to provide insight about principle and role of visualization in human interaction with information, and to provide guidance about developing interactive visualization application so that students are able to apply knowledge acquired in class to everyday use. This course is inherently multi-discipline which covers aspects from Biology, Psychology of Visual Communication, and Information. Bachelor IF4050 Service Oriented Software Development Odd Semester (August) 3 English This course provides an understanding of the various aspects related to service-oriented software development, and software development practices of small-scale service-oriented Bachelor IF4072 Natural (Text and Speech) Processing Odd Semester (August) 3 English The course describe the basic theory of natural language processing tool, text mining and dialogue system; including the algorithm and architecture for text and speech media Bachelor II3230 Information Security Even Semester (February) 3 English This course is intended to help students gain fundamental and comprehensive understanding of information security. We will focus on an overview of major information security issues, technologies, and approaches. Students who successfully complete this course will have a concept and knowledge of security properties, concerns, policies, models, cryptography, PKI, firewalls, security evaluation, and real life security cases. Students will also have handson experience in selected information security technologies through lab sessions. Bachelor II3240 IST (System ) Even Semester (February) 3 English The principles, framework and process engineering of IST. The course also provides cases and tasks to students to conduct case studies of IST engineering during the lectures take place, so that students have the IST engineering skills. Bachelor II4034 Natural & Speech Processing Even Semester (February) 2 English Representation of Digital Signal Speech, Characteristics of Speech Signals, Basic Speech Recognition System, Method of Signal Processing and Analysis, Techniques of Pattern Recognition, Hidden Markov Models, Speech Recognition System, Introduction to Text to Speech, Comparison of Techniques of Speech Synthesizer, Mdeling of prosody (Intonation ), Introduction to Natural Translational Systems, basic of translation process of Natural, translational using statistics approach Bachelor II3120 Services Odd Semester (August) 3 English The history of information system and technology services; The concept of service management; ITIL service lifecycle; Processes and functions; Key definition of service management terminologies; Key principles and models; Processes; Roles. Bachelor II3150 Multimedia System Odd Semester (August) 3 English To describe the methods to capture, process, store, analyzeand deliver multimedia information, and to evaluate its quality both subjectively and objectively. Bachelor II3160 Integrative Programming Odd Semester (August) 3 English The course content is based on open source software such as PHP or closed source software such Active Server Pages (ASP). The software to use will depend on the lecturer giving the course. Active Server Pages (ASP) as a server side scripting architecture for building dynamic web applications, and an ideal environment for building web-based commerce solutions.the course looks at systems integration with focus on communication mechanisms and data standardization. Students will learn how to represent structure and how to transport data using XML and XML related technologies and protocols. Standardization of XML documents for the purpose of data exchange is stressed. Bachelor II4471 IST Capita Selecta Odd Semester (August) 2 English The most uptodate issues in Information System and : (1) Cloud Computing; (2) Payment Systems and Banking System; (3) Roadmap of Mobile Systems; (4) Business Continuity Management; (5) Electricity Systems; (6) Battery ; (7) Storage System; (8) Big Data Issues; (9) Future IT Trends; (10) IT Industries in Many Countries; other flexible topics. ITB Executive Directorate of Student Enrollment Management and Education Cooperation 4

School of Electrical and Informatics Bachelor ET4045 Network Security Even Semester (February) 3 English Introduction, Security services and tools, Network security, Network architecture, Vulnerability Analysis, Network attacks how to, Network defense how to Bachelor ET4061 Wireless Access Networks Even Semester (February) 3 English Introduction to wireless communication system, Concept of cellular communication, Large scale radiowave propagation (path loss), Small scale radiowave propagation (multipath), Mitigation techniques of multipath propagation, Modulation techniques for wireless access network, Multiple access technique for wireless access network, Planning and design of wireless access network, Standard and technology of cellular communication system. Bachelor ET3003 Computer Networks Odd Semester (August) 3 English Introduction & Underlying technologies, Network layer, Transport layer, Application layer, Next Generation IP Bachelor ET4041 Multimedia Communication Systems Odd Semester (August) 3 English Introduction, Data Compression Elements, Basic Video and Human Visual System (HVS), Compresiion Techniques, Encoder Architectures, Image and Video Compression Standard, AVC/H.264 Coding Algorithm, Content-based Video Communications (MPEG-4), Content Description and Management (MPEG-7, MPEG-21), Video Error Resilience and Error Concealment, Flow Control in Compressed Video Communications, Video Over IP, Video Communications Over Mobile IP Networks, Video Transcoding for Inter-network Communications Bachelor ET4061 Wireless Access Networks Odd Semester (August) 3 English Introduction to wireless communication system, Concept of cellular communication, Large scale radiowave propagation (path loss), Small scale radiowave propagation (multipath), Mitigation techniques of multipath propagation, Modulation techniques for wireless access network, Multiple access technique for wireless access network, Planning and design of wireless access network, Standard and technology of cellular communication system. Bachelor ET4064 Satellite & Terrestrial Communication Systems Odd Semester (August) 3 English Introduction to Line of Sight Microwave Systems for Terrestrial Link; Characteristics of 1-100 GHz Radio Propagations; Diagram Blocks and IDU/ODU Modules of Terrestrial Microwave Systems; Network Planning of Terrestrial Microwave Radios; Introduction to Earth to Space and Satellite Communication Systems; Earth and Space Segmen of Satellite Communciation Systems; Design of Satellite Link and VSAT Network Planning ITB Executive Directorate of Student Enrollment Management and Education Cooperation 5