The spatial confinement considerably modifies light propagation and light-matter interaction. It provides the necessary fundamentals in power systems analysis. Switching circuits design and protection circuits. Micro/Nano Electromechanical Systems (Advanced). This module presents the full complement of fundamental CMOS device physics with its applications. The aim of this module is to provide the crucial understanding of semiconductor processes and integration technologies that are extensively used to fabricate modern electronic devices. With these accumulated knowledge on device and circuit blocks, students will move on to system projects that require the integration of knowledge across different fields, such as devices, circuits and portable electrical energy systems. Electronics 1 & 2. EE5406 Wireless Network Protocols, EE5913 Distributed Wireless Sensor Networks. "; "What is the mysterious spectrum? Students should take up this module only if the course helps them in their R&D efforts. This module is supplementary for the general area of communication systems. The main intent of this course is to stay tuned with the current technology trends and to meet the requirements of the modern computer industry. D: no. Modules. A module with module code TEExxxx is equivalent to the module EExxxx offered to the full-time students. This course provides students with fundamental concepts, principles and theory for the analysis, design and measurement of antennas such as wire, aperture and microstrip and slot antennas. The topics covered are: Characteristics and sizing of power semiconductor controlled electric drives; DC motor drives: speed and torque control; Induction motor drives: voltage control and variable frequency control; Drives application examples. As an additional note, other 3000/4000 modules hosted by CS or ECE can be used to fulfill CEG Technical Elective (TE) requirements (under no particular concentration). Methods of generating high voltages, measurements and testing of electrical apparatus and systems are included. Students will have to ensure that they have read the prerequisite module(s) of the depth modules. The module offers students timely and updated coverage of a wide range of topics relevant to automation and control engineering tapping on the latest and diverse range of developments in the repertoire of the control group. EE4302 or ME4246 (Applicable to undergraduate students only). The NUS Engineering Internship Programmes are for students who are admitted into the B.Eng. It does this primarily by using an experimental and historical approach. EE4102 or EE5305 (Applicable to undergraduate students only). Each student will do a design exercise using the EDA tools. It also provides students with an integrated perspective about the two modules. The module builds on the foundation laid by the module EE 5402 RF Circuit Design I. It teaches the students practical design and analytical skills in instrumentation and sensing. Students will appreciate the concepts of models and model structures, the ways to obtain them and their applications. Main topics covered include: Singular value decomposition, projective geometry, Marr's paradigm, calibration problems, correspondence and flow, epipolar geometry, motion estimation, reflectance models, shape from shading, photometric stereo, color processing, texture analysis and synthesis, advanced segmentation, matting and composition techniques. energy' in modern society in improving of the standard of living and PLEASE NOTE THAT THE DEPARTMENT RESERVES THE RIGHT TO CHANGE THE OFFERING SEMESTERS OF THE MODULES. All students from the various faculties are welcomed to take this course except from SOC. Apart from learning the concepts in networks, the students will gain expertise in analyzing and designing networking protocols through mini-projects. Deadlock management and process communications are treated at an advanced level. Students will undertake a mini project involving a real-time embedded system. It further examines the design issues for digital PID, PID auto-tuning, phase compensator, and the model predictive control, including the performance criteria, pole-placement, as well as numerous illustrative application examples. PC2232 or equivalent, EE3431C or equivalent, Microelectronic Processes & Characterization. Various theories and methods will be covered to help students think about and validate interactive systems. The module objective is to provide a basic understanding of present optical communication systems as well as future engineering challenges. There will be approximately 8 weeks of lectures that will involve the student in recreating the circumstances surrounding many inventions and discoveries in the history of electricity and magnetism. ideas of design for testability through lectures, hands on EE5101 Linear Systems EE5103 Computer Control Systems. It covers basic concepts including integrated circuits fabrication technology, CMOS and nMOS design, inverter design, aspect ratios of pull-up and pull-down transistors, switching characteristics of CMOS and nMOS inverters, latch-up, stick diagram, design rules, mask layout, sub-systems design, ASIC challenges and issues, ASIC design flow, Verilog hardware design language basics, and logic synthesis. The course provides students with an understanding of the building blocks of modern digital systems and methods of designing, simulating and realizing such systems. At the end of the course, students are expected to have an overall understanding of how to pick, judge, and conduct research in interactive system design. On completion of the module, students should be able to describe and analyse narrowband and wideband mobile radio propagation channels, understand the requirements and operation of mobile radio systems, and appreciate the design issues of TDMA and CDMA cellular systems. Apart from that, you also have to take the required modules for your engineering track. Motion control in industrial, commercial and transportation systems is carried out using electric drives. It will include other common control systems such as feed-forward, cascade, ratio, selective, split range, time-delay compensation, sequence control and PLC. An integration case study on how the processing techniques covered can be used to fabricate one or two contemporary devices, and how such structures are characterized, will also be discussed. This module is strongly recommended for students heading towards Chemical & Bioprocess Engineering. The module provides a state-of-the-art overview of devices, development and basic understanding of the physics of power semiconductors. and devices, digital logic and memory design and layout, This module is targeted at those electrical engineering students who have interests in IC design. Topics covered include: System specification and requirement analysis; Object relationship and system structure; Quantifying behaviour; Targeting architecture: hardware/software partitioning; Resource estimation; Programmable platforms; Developing application software and targeting RTOS; Hardware design and implementation; System integration and debugging techniques; Design to meet regulatory standards. Case studies and some of behavioral research will be given to enhance the capability of interdisciplinary research. Selected papers on most recent research progress will be discussed. This module aims to introduce students to the industry The course concludes with a discussion of various practical multiple access schemes in wireless cellular systems. The course will examine various imaging modalities including X-ray, ultrasound, nuclear, and MRI. Students are required to write a research proposal, study plan and conduct interdisciplinary research. This module is intended for graduate students and engineers interested in learning about neural networks and using them to solve real world problems. A module taken outside the Department (prefix with non-EE code) is subject to the general guidelines and Department's approval. Students will obtain an understanding of the concept of "a bit of information" in Shannon's sense. This course covers topics including network requirements, architecture, protocol stack models, Ethernet Token Ring, Wireless, and FDDI networks, bridges, switching and routing in IP and ATM networks, and internetworking. Image perception such as color, etc will be covered in EE4212, and hence this topic is deleted. Topics covered include state space representations of systems; solution of state equations; stability analysis using Lyapunov methods; controllability and observability; linear state feedback design; asymptotic observer and compensator design; decoupling and servo control. This module covers selected topics in advanced microwave and antenna engineering problems. Coding, modulation and demodulation will be briefly covered, but all at the most basic level of trying to transfer a bit of information reliably from sender to receiver. The module will include hands-on design sessions where some processing algorithms will be designed, implemented and evaluated. School of Electrical and Electronic Engineering . practice on the technology, design, layout and testing of Various devices making use of electrical, optical, and magnetic properties of different materials will be covered. This course covers the techniques required for cellular mobile communication system design and performance analysis. The aim of this module is to provide the student with a better understanding of scientific invention and discovery. Privacy and freedom of information. This is followed by experiments with FM demodulation techniques, simplex communication and duplex communication. Some applications to pattern recognition, function mapping, sensor fusion, obstacle avoidance and learning in robotic systems are also presented. 1 February 2019: - CG3002 (6MCs) will be last offered in sem 1, AY19/20. The concepts which are important include time and frequency domain representations, Fourier and Laplace transforms, spectrum of a signal, frequency response of systems (Bode diagrams), sampling theorem, linear time invariant systems, convolution, transfer functions, stability of feedback systems, modulation and filters. This course is designed to give graduate students a comprehensive understanding of topics at the confluence of computer vision, computer graphics, machine learning and image processing. At NUS Electrical Engineering, students take on introductory mathematics and programming courses in preparation for the subsequent higher-level courses. Energy exists in different forms in nature but the most important form is the “electrical energy” and power engineering is a subfield that deals with the generation, transmission, distribution and utilization of electric power, and the electrical apparatus connected to such system. Students will learn to appreciate such methods through examples and case studies. Electromagnetic (EM) and transmission line theory is essential in all disciplines of electrical and computer engineering. How these images are formed and what types of information they provide will be presented. This module is suited for all non-engineering students as well as first year engineering students. Understanding the biological and psychophysical processes governing perception is the key to building well-founded models. ), wireless and mobile networks, mobility management, multimedia networking, and network security. Excellence in the profession and in education. Analog and digital modulation techniques. NUS also offers wide variety of cultural experiences, student clubs and academic societies to provide students with rich experiences outside of the classroom. Mathematics 1, 2 & 3. Pre: EE3104C (or EE2011 subject to approval from Dept). After completion of this module, students are expected to select and size electrical drives for any given application and should be able to perform design of different drive components. Topics covered include: structure of solids; dielectric materials; physics of semiconductors; metal-semiconductors contacts; PN junction, bipolar transistors, and field-effect transistors. The course will cover Bayesian statistics and emphasizes the powerful formalism of graphical models. We will discuss selected papers on most recent research problems, with topics covering lighting, geometry, image processing, medical image analysis, recognition and machine learning. In this course, students are encouraged to think through the act of invention and discovery for themselves, and gain their own experience. The aim of the module is to introduce the various components of Electric Drives. Centre for English Language Communication (CELC) 24 Centre for Future-ready Graduates (CFG) 24 Duke-NUS 24; Faculty of Arts & Social Sciences (FASS) 24 FACULTY OF ARTS AND SOCIAL SCIENCES 24; Faculty of Engineering (FOE) 24 Faculty of Science (FOS) 24 Institute of Systems Science (ISS) 24 Lee Kuan Yew School of Public Policy (LKYSPP) 24 Multidisciplinary 24; NUS Business School 24 It deals with how the electric energy M.Sc students are allowed only up to maximum 2 modules with: (i) non-EE prefix module, and/or (ii) undergraduate level 4 module, regardless of department/faculty. It discusses network switch architectures, design, algorithms, and protocols related to wavelength division multiplexing (WDM) circuit switching, optical burst switching, optical packet switching, and optical access networks. Topics covered: review of design concepts. var da = new Date(); This module will cover sensors, instrumentation and control systems commonly used in the industry. Upon completion of this course, students will be able to model, analyze, and predict the performance of three-phase systems, transformers, and transmission and distribution networks. I took an electrical engineering module at NUS for a semester while I was in high school. Specific analysis techniques will include the analysis of cardiac ultrasound, mammography, and MRI functional imagery. Least squares estimate and the issues related to parameter adaptation will also be introduced. Multiplexing and multiple access. Analysis and design of coded systems. Anytime, anywhere, mobile multimedia communications is close to becoming reality. Emphasis will be placed on fundamental mathematical issues in 3D vision, with the aim of training postgraduate research students for in-depth vision research. The fabrication processes discussed are those which the students are likely to encounter in their research work. This module teaches the latest developments in nanoscale complementary metal-oxide-semiconductor (CMOS) device and processing technology. In the second part, the latest developments and techniques in multi-antenna communications are described, such as smart antenna technology, MIMO communication technique, adaptive array beamforming, etc. Note that some of the modules listed may not be offered in any particular year. Major topics to be covered are: power converters for smart grid, electric and fuel cell vehicles, battery management system, Intelligent multi-agent control and cyber security of smart grid, system level issues, and recent development in such emerging technologies. Each lecture topic covers important scientific aspects of silicon wafer processing steps. This course covers: radiometry, texture, feature matching, segmentation, and image/video editing. Hello Jane. Energy sustainability is important both due to the limited global petroleum reserves and due to the global warming effects of greenhouse gases released by the use of fossil fuels. NOC internship modules to fulfil FOE / SOC Major Requirements For Faculty of Engineering students who matriculated in NUS cohort AY17/18 onwards (non iDP) – NOC Year-long Programme B.Eng Programmes NOC Internship Courses TR3201 Entrepreneurship Practicum (8 MCs) TR3202 Start-up Internship Programme (12 MCs) TR3203N Start-up Case Study & Analysis (8 MCs) Biomedical Engineering … Applications of wireless systems. It involves analysis, design, simulation and construction of RF circuits, such as mixers, modulators, RF power amplifiers, IF amplifiers and frequency synthesisers. Part Two introduces some important nonlinear control design methods, such as feedback linearization, backstepping, sliding mode, adaptive and intelligent controls. It is the first course in control and automation that systematically introduces the basic concepts and principles in sampling, Z-transform, zero-order-hold, discrete equivalence and the relations to discrete-time control design. This module provides an in-depth coverage of the analysis and design of analog integrated circuits. supply industry has evolved over the last two centuries, the MA2101 (Applicable to undergraduate students only). The effect of antenna and array configuration characteristics on multichannel simultaneous communications and the dependence of the multi-channel communications on the antenna arrays will be fully illustrated and exemplified in this module. Selected Topics in Smart Grid Technologies. This module provides an overview of the general failure mechanisms in integrated circuits and three MOS technology specific reliability mechanisms (i.e., CMOS latchup, gate oxide reliability and hot carrier reliability). The levels of analysis include single area power system reliability, composite system reliability, and multi-area power system reliability. The concepts are implemented and enhanced through assignments and several projects that involve practical design and use of design tools. Low-power design and design verification are also covered in this module. Maximum class size 20. The course also includes an examination of the security aspects of each layer. Issues on the design and implementation of actual control systems will be addressed through a design project. Computer Engineering encompasses much of what we do today, be it in the industry or our private lives. Issues such as scalability, architectural issues, parallelism, performance metrics, and programming, are considered. Topics include non-linearities in control systems, use of root-locus in analysis of non-linear systems, describing function and its use in analysis and design of control systems, non-linear ordinary differential equations, singular points, and phase-plane analysis. Analysis and design of coded systems. Maximum class size 50. Within the above requirement though, candidate may choose to take up at most 2 modules offered from other departments (graduate modules without EE prefix code or undergraduate level 4 modules) and may have it count towards the M.Sc (Electrical Engineering… Electrical and Computer Engineering. The course introduces various research methods on interactive system design. It focuses on fundamental principles and circuits in bio-signal processing and low-power biomedical systems. The course aims to introduce the basic concepts and design methods of adaptive control. Models of power distribution systems with embedded generation and microgrids will be introduced. Modules. Optical properties of semiconductors, optical constants, optical absorption, radiative transition and luminescence, exciton effect, etc. I’m curious as to why you would enquire on two separate courses from two universities (edit - you probably did Mechatronics). Finally the complete communication system is assembled and measured. Linear system theory is the core of modern control approaches such as optimal, robust, adaptive, and multivariable control. 2 April 2019: - IFS4103 Penetration Testing Practice may count as CEG TE Depth (under no particular concentration). This module exposes students to the mathematical foundational concepts that are necessary in the field of electrical engineering such as electrical circuit analysis, signal processing, communications, computer networks, information processing, energy and control systems. Some of the circuits will be integrated into a bigger system (e.g., an autonomous vehicle), culminating in a competition for all students. Modules Requirements: MCs: Core Modules * 90: CG1001 Introduction to Computer Engineering: 2: CG1108 Electrical Engineering: 4: CG2023 Signals & Systems: 4: CG2271 Real-time Operating Systems: 4: CG3207 Computer Architecture: 4: CS1010 Programming Methodology: 4: CS1020 Data Structures and Algorithms I: 4: CS1231 Discrete Structures: 4 The second aim is to provide a detailed treatment of modern codes such as Turbo codes, low density parity check codes, polar codes and iterative decoding. This module acts as a pre-requisite for graduate students to pursue other advanced level courses in Power Systems. Students can choose the problems that are aligned with their thesis topics to complement their research. This module provides basic working principles and their design for generic power electronic converter circuits. Start Date. Electrical Engineering (EE) deals with the innovative and creative applications of electrical sciences, mathematics and other associated disciplines. EE1001 Emerging Technologies in Electrical Engineering 4 EE1002 Introduction to Circuits and Systems 4 EE1003 Introduction to Signals and Communications 4 Electrical Engineering Major Requirements : ECE Core Modules : 36 : EE2011 Engineering Electromagnetics 4 EE2012 Analytical Methods in Electrical and Computer Engineering 4 This module covers both classical topics and current techniques in multivariable control system design. CG4002 Computer Engineering Capstone Project: 8. This module provides the foundation for a more advanced level control systems course. After going through this module students should be able to analyze, evaluate and carry out basic design of power electronic circuits for a large variety of applications. Concepts of time-critical I/O and real-time deadlines are emphasized, as are the important aspects of real-time operating systems, scheduling and the practical implementation of embedded systems and firmware. This module covers Generalised Measurement System, Interface Electronics and Signal Processing, Noise and Interference in Measurements, and Data Transmission Techniques. Signals going through a system is an inevitable process. The course gives each participant the opportunity to study the performance of a method on real bio-signals. This module covers the advanced theorems in electromagnetism and their applications in both microwave- and optics-related problems. This module will make the student aware of the fundamental considerations needed to design advanced high frequency power electronic converters in an industrial environment. We then apply this knowledge to study various underwater acoustic communication physical layer technologies. At the end of this module, students will be able to explain many physical phenomena in everyday life, such as electricity energy transmission, wave reflection/transmission, and the impact of skin depth on wave propagation. Electrical Engineering (EE) deals with the innovative and creative applications of electrical sciences, mathematics and other associated disciplines. Modelling and Control of Electrical Actuators. EE5101 Linear Systems EE5103 Computer Control Systems. Apart from attending lectures, students will also have to do a presentation on selected topics relevant to contents covered in this module. At the end of the module, the student will be equipped with the basic physics of light production, emission and modulation, in semiconductors, electro-optic crystals and liquid crystal substances, and their application in display components and devices, and optical communications. Stage 1 Option Modules: CHEN10010 Chemical Engineering Process Principles introduces the principles and techniques that are used in the analysis of chemical and biochemical engineering processes. To provide an understanding of an alternative to "adaptation", the concept and basic design of variable structure control will be discussed. Technology specific reliability mechanisms: CMOS latchup, gate oxide reliability and hot-carrier reliability. To this end, the module covers the basic concepts of fiber optics, data modulation in optical fiber channels, management of fiber degrading effects, and wavelength division multiplexing. This module introduces the students to the design of integrated circuits. This module is targeted at electrical engineering students who already have a basic knowledge of semiconductor device physics and technologies. Influence in business and the global economy. The focus is on in-depth treatments and wider coverage of advanced topics on (i) kinematics, (ii) trajectory planning, (iii) dynamics, and (iv) control system design. This course introduces students to the design of embedded systems covering four key areas, namely, specifications and requirement determination, architectural design, software development and hardware development. Exciton, isoelectronic traps. Students are taught how a real-time embedded system can be designed using structured data flow methodology. The course also includes an examination of the security aspects of each layer. //--> Future technological trends will also be discussed. Topics covered include: Decision theory, Parameter estimation, Density estimation, Non-parametric techniques, Supervised learning, Dimensionality reduction, Linear discriminant functions, Clustering, Unsupervised learning, Feature extraction and Applications. MMIC Design: lump element design, foundry rules, modeling of active and passive networks, design techniques - Layout and DRC Checks. B: no. Mathematical background of an undergraduate course in ECE, Information Theory for Communication Systems. It is intended for students to gain knowledge and use of optimization techniques pertaining to the applications in communications & signal processing and networks (wired and wireless) domains. Devices with nanometer features, i.e., nano-devices, exhibit properties different from conventional bulk devices. Radio and microwave systems rely on efficient transmission and distribution of electromagnetic (EM) energy. We offer the most extensive selection of academic programmes in Singapore, collaborating with leading universities worldwide to provide our students with diverse opportunities for overseas exposure. The first aim is to provide a rigorous treatment of classical channel coding as well as finite fields, as many codes in this category are algebraically constructed and decoded. Electromagnetic interference and shielding. All FoE & CEG students are not allowed to read this module. Students will be assessed through assignments, laboratory reports, and a final project with oral presentation. The second part covers the topics on optical networking. The module will cover the basic aspects of quantum theory which are relevant for electronic transport and dynamics, such as quantum operators, time-dependent quantum theory, spin dynamics and carrier statistics. I think the classes are just like any other university, some lecturers are very fascinating, some are just boring. Technical Electives (24 MCs) CG3207 Computer Architecture OR CS3230 Design and Analysis of Algorithms: 4. A dummy code will be issued by the approving authority for the approved module if there are no similar modules from NUS to be mapped to. Topics covered: Time-varying EM fields: guided waves, evanescent modes and plane-wave propagation. It serves to demonstrate to students how the EE curriculum is designed to address these aspects via a top-down approach. In addition, students are expected to complete a self-study project that will expose them to the most recent advances in adaptive control theory. Total MCs = 160 # 3 : RVRC students may read GEQ1917 Understanding & Critiquing Sustainability as fulfilling the "Asking Questions" pillar. IMPORTANT: Please check the timetables regularly for updates. //--> This module covers important aspects of CMOS front-end and back-end processes and integration. The control portion covers the evolution and types of control systems, centralized control, direct digital control (DDC), distributed control systems (DCS), fieldbuses, PID control: tuning methods and refinements, auto-tuning principles and implementation, available industrial PID controllers and their operation. Communication Networking Fundamentals (Advanced). degree requiring a credit bearing internship. A contemporary history of computers and information technology is presented to provide the context and framework. Advantages of digital over analog communications in the presence of noise. The fundamental theory of conventional antenna arrays is covered in the first part. We pride ourselves on offering the strongest technical foundation in computing available at any school in the country. Major topics covered include electrostatic actuation and capacitive sensing, piezoelectric actuation and sensing, thermal actuation and sensing, optical MEMS devices and nanophotonics, CMOS MEMS devices, inertial sensors, RF MEMS devices, resonators and clocking, NEMS sensors, energy harvesters, and packaging technology. 32 MCs drawn from various modules offered across NUS, including ES1000 and/or ES1103 (if not exempted or did not pass the Qualifying English Test at the point of admission). They are also exposed to the salient subsections of Electrical Engineering, such … These will be presented at a conceptual level, with the help of analogies and models. It covers wide-range of topics in mechatronics, including the constituent technology components of sensors, actuators and control. This module will bring the student to the cutting edge of current research in coding theory and techniques. Students will start the experiments with the Frequency Modulation (FM) technique in conjunction with a voltage controlled oscillator (VCO). Topics covered include nano-lithography, nano-layering, nano-characterization, and nano-devices. It is tailored for students who are pursuing research in the field of advanced control systems. The major topics covered in this module are: Basic concepts of biomedical instrumentation, Cardiovascular system and measurements, Respiratory system and measurements, Neuro-physiological measurements, Signal conditioning and various analysis (linear and nonlinear) techniques. Electrical Engineering vs Computer Engineering Hi Im currently slightly confused between both courses. EE4502. A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. In this module students will learn various neural network models and develop all the essential background needed to apply these models to solve practical pattern recognition and regression problems. This module emphasizes on the practical aspects related to modules EE2021 Device and Circuits and EE2022 Electrical Energy Systems. This module introduces the student to the design of high frequency (switching frequency >200 kHz) high efficiency power electronic converters for AC-DC and DC-DC energy conversion using PWM and resonant energy conversion techniques and their significance in modern power electronic industries. Soft decoding and hard decoding. NUS Electrical and Computer Engineering. The objectives of this module are to present the theoretical foundations of real-time systems and to discuss the practical aspects of their implementation. This course covers various basic topics in wireless communications for voice, data, and multimedia. Research Achievement Award × 2, NUS, School of Computing, 2019 & 2020 ST Electronics Prize × 2 (the top student in the cohort of Electrical Engineering Year 1 & 2, NUS), Academic Year 2011/2012 & 2012/2013 Dean’s List × 5 (top 5% in Electrical Engineering, NUS), 2011-2015 100% CA. Electrical Engineering (EE) and Computer Engineering (CEG) are among the most exciting and ... GEP students are generally admitted at matriculation, i.e. Based on my research online and hearsay, computer engineering is a mix of both electrical engineering and computer science, involving both hardware and software to interface them. "; "What were the first steps to wireless communications and what can be regarded as the major milestones? It integrates innovation, product planning, marketing, design and manufacturing functions of a company. Simulations and laboratory experiments provide hands-on experience on basic operation and fabrication of MOS devices. Candidates are expected to take graduate level modules offered by the Department to fulfil the M.Sc (Electrical Engineering) degree requirement. Students will learn to analyze effects of nonlinearities in control loops with the circle and Popov stability criteria which extend the Nyquist stability criterion. University Credits: 180. These topics will be treated with sufficient mathematical rigour so that students will learn various statistical concepts and their inter-relationships in the way of a connected theory. This is a first year course which introduces students to some electrical and magnetic components which are the building blocks for electrical engineering. They will also understand the potential ways the Internet can change their lives. The distinguishing feature about this module is the engineering emphasis on the coupled relationship between wireless and sensor network protocols and the underlying physical layer and energy considerations. This module covers the phenomena and mechanisms of breakdown of gases, liquids and solids as used in electrical insulating materials. This may have an impact on the selection of breadth modules. EE3701 Digital Media Technologies, or equivalent course on HCI, interactive and digital media, EE6734 Interactive System Design Research Methods (Advanced). This module includes state-of-the-art technologies such as optical modulation formats, fiber nonlinearities, and optical signal processing. Key problem domains such as multi-objective scheduling, optimisation, search, and design will be examined. Major topics covered are the photovoltaic (PV) effect, solar cells (silicon wafer cells, thin-film cells, organic cells), PV modules, the thermoelectric effect, thermoelectric devices, fuel cells (proton exchange membrane cells, high-temperature cells), pumped hydroelectric energy, compressed air energy, flywheels, rechargeable batteries (lead-acid, lithium ion, etc), electrolytic hydrogen, and supercapacitors. Social impact of information technology. This module develops a solid understanding of the fundamentals of linear systems analysis and design using the state space approach. It will focus on both the principles of these vision problems and their associated mathematical and computational tools. The major topics covered are: business & market environment, film production technologies, TV technology, audio production, mobile media technologies, human-computer interaction and user interface design, virtual reality, mixed reality, and tangible media. of lecture hours per week This module provides background knowledge of physics of electrical and optical properties of bulk and low dimensional semiconductor materials. Different test and measurement techniques will also be covered.Computational modelling techniques for analysing and reducing EMC problems will be introduced. The fundamental knowledge of feedback and the related area of control systems are useful to students with diverse interests. At the end of this module, students will gain a basic understanding of the various failure/reliability issues in silicon devices. This module focuses on advanced solid-state physics and quantum transport in nano-scale devices. The graduates are as such well equipped to contribute not only towards developing products but to also contribute towards the design … Major topics include: Linear circuit parameter conversion. NUS Mods; Part IV: Archived Bulletins. It gives students a good understanding of the differences between single loop and multi-loop systems, in terms of both analysis and synthesis. ECE level 6000 graduate modules are …