It will also Selected papers on most recent research progress will be discussed. Topics include: advanced filter designs; system in package; transistor small signal modelling and large signal 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. The recent development in optimal system and control has brought in new topics and methods, which are covered in this module, including inverse optimality, linear matrix inequality, numerical optimal algorithms, randomized optimization algorithms, nonlinear H∞, Special Topics in Automation and Control (Advanced). Solid state physics: crystal lattices, band theory, lattice vibration, the Fermi-Dirac distribution function and Fermi level, donor and acceptor states and carrier concentrations. The graduates are as such well equipped to contribute not only towards developing products but to also contribute towards the design … Future technological trends will also be discussed. Practical issues in modeling, including instrument calibration, model structure selection, data collection configuration, selection of test signals and model validation will also be duly covered. This module is designed with a mix of theory and application, emphasizing both the fundamental principles underlying device operation and the relevant technology in the photonics industry. The focus in this module is to present the theoretical foundations of real-time system theory. This part is followed by practical digital modulation techniques and their performance under wireless channel impairments, including diversity techniques to compensate for flat-fading, multicarrier modulation to combat frequency-selective fading, and multiple antenna space-time communications. This module focuses on advanced solid-state physics and quantum transport in nano-scale devices. Moreover, monolithic microwave integrated circuits (MMICs) enable commercial application of microwave technology. This two-part course equips students with an understanding of nonlinear dynamics and nonlinear control methods. The emphasis of this module is on understanding the fundamentals of digital design across different levels of abstraction using hardware description languages. 2 April 2019: - IFS4103 Penetration Testing Practice may count as CEG TE Depth (under no particular concentration). This course provides students with the experience of programming devices and computer interfaces. The course emphasizes on Lyapunov’s method of stability analysis and related new concepts. This module provides the students with a good understanding of analysis and management strategies for promoting the advancement and use of economically and environmentally sustainable electrical energy systems. Low-power design and design verification are also covered in this module. This module covers selected topics in biomedical circuits and systems, which address areas at the crossroads of circuits and systems and life science. This course aims at introducing the magic of feedback, and tools for analysing and designing control systems. This module introduces students to contemporary issues, emerging technologies and new frontiers in electrical engineering. 60 of the 360 credits must be level 3 subjects. School of Electrical and Electronic Engineering . Topics covered include basic photometry and radiometry; bandgap engineering in III-V and II-VI compound semiconductors, exciton, isoelectronic traps; LED, semiconductor laser, photodetectors, optical modulators, liquid crystals, display technologies, and recent advances e.g. EE5507/EE5507R Analog Integrated Circuits Design. EE5439 Micro/Nano Electromechanical Systems (M/NEMS), EE5520 Micro/Nanoelectromechanical Systems (M/NEMS). 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). Selected Topics in Smart Grid Technologies. The module enables students to gain a deep understanding of fundamental concepts as well as practical techniques in designing, fabricating and testing of RF circuits and systems. This module focuses on the theory and fundamental aspects of nanoscale electronics. introduced to the different types of devices which are nanophotonics, organic LEDs and quantum well detectors. It focuses on fundamental principles and circuits in bio-signal processing and low-power biomedical systems. Both the This module includes state-of-the-art technologies such as optical modulation formats, fiber nonlinearities, and optical signal processing. (d) The coming millennium: Myriad possibilities. MIC Design: fabrication techniques, modeling of active and passive networks, microstrip and coplanar lines. Students will also learn, through hands-on practice, to use various test and measurement instruments, including a vector network analyser and a powerful circuit design software (HP Advanced Design System). It also gives students an understanding of the structures and learning process of a neural network. Topics include: general concepts and classification of random variables and stochastic processes; transformation of random variables; effects of linear time-invariant filtering on the autocorrelation function and power spectrum of a stochastic process; Gaussian, chi and chi-square statistics; random binary signals, random walk process, Wiener-Lévy process; Poisson and related processes; random telegraph signals. practice on the technology, design, layout and testing of   B: no. The topics covered include processing and modeling background, basic circuits, reference circuit design, single stage amplifiers, operational amplifiers, noise issues and advanced design methods.   E: no. Topics include: Fundamentals include quasi-static and dynamic solutions to Maxwell's equations, plane-wave propagation and scattering, guiding structure and cavity, behavior at interface between media, Green's functions, and method of moment. 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. supplier side and consumer side management strategies for achieving Compulsory Modules. Transmitter and receiver antennas. 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. 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. It uses an open-ended project approach, and students are guided through the various parts of the project to build the different component modules which can finally be integrated into a complete communication system. Communication theory. Digital Systems 1. Computer Engineering encompasses much of what we do today, be it in the industry or our private lives. This advanced networking module aims to equip students with the basics and theories of Internet-related technologies, which are necessary for computer/network engineers. A module with module code TEExxxx is equivalent to the module EExxxx offered to the full-time students. The course concludes with a discussion of various practical multiple access schemes in wireless cellular systems. It provides the necessary fundamentals in power systems analysis. The main objectives of this graduate module are to equip students with knowledge of common statistical pattern recognition (PR) algorithms and techniques. This module covers important aspects of CMOS front-end and back-end processes and integration. It aims to bridge the gap between the elements of probability theory, as taught in early undergraduate level modules, and the basic concepts needed in contemporary signal processing applications. MA2101 (Applicable to undergraduate students only). This module provides students with system theory, analysis tools and design methods in discrete-time domain. Topics include: concepts and classification of stochastic processes; special processes (binary transmission, telegraph, random walk, Wiener-Levy, Poisson); transmission of stochastic processes through systems; stochastic integrals and ergodicity; bandlimited processes; Gaussian processes; Markov processes; Markov chains; counting processes. This module teaches basic theories and applications of electromagnetic waves. Topics are as follows: introduction to communications, including standardized interfaces and layering, communication system blocks, source-channel separation principle; coding for discrete sources; channels, modulation and demodulation of binary signals; coding and Shannon capacity; Gaussian channels. Computational models of biological perception are used increasingly in multimedia, computer vision, robotics, computer-human interaction, and biological signal processing. It involves analysis, design, simulation and construction of RF circuits, such as mixers, modulators, RF power amplifiers, IF amplifiers and frequency synthesisers. Description of modules can be found at NUSMODS. This module deals with the modelling and control of electrical actuators, both rotary as well as linear types. This module forms one of the three core modules for the students specializing in Power and Energy area. To this end, it covers major system impairments of optical communication systems and how optical communication systems have evolved to cope with them and increase the capacity in a cost-effective manner. 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. I’m a freshman joining NUS Electrical Engineering in AY20/21. The topics include the following: probability, applied statistics – parameter estimation, applied statistics – hypothesis testing, and random processes with a strong emphasis on the applicability of these concepts to various electrical and computer engineering systems. Key topics are: MEMS design and process cycles, bulk and surface micromachining technology, structural deposition and etching, inertial, thermal sensors, actuators, micro-motors and micro-pumps, structural consideration and integration issues. ECE level 6000 graduate modules are … The topics include not only the hardware and software components of the personal computer, but also brief introductions into how the computer interacts with the Internet, and some of its networking and security aspects. var da = new Date(); 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. This module presents the full complement of fundamental CMOS device physics with its applications. All students from the various faculties are welcomed to take this course except from SOC. The design of key wireless system components, such as filters, amplifiers, mixers and oscillators, is also included. Communication via fading channels – channel models, receiver design and error performance analysis. We will introduce the various types of reconfigurable architectures and focus on the most popular fine-grained field programmable gate array (FPGA) architectures from the leading FPGA companies Xilinx and Altera. C: no. Elective Modules for Specialisation (at least 3 modules) EE4302 Advanced Control Systems Electrical Engineering vs Computer Engineering Hi Im currently slightly confused between both courses. Depending on the programme requirements, students will embark on. 1 February 2019: - CG3002 (6MCs) will be last offered in sem 1, AY19/20. This course deals with the design and analysis of high performance computer architectures with respect to several aspects of the multiple computer systems. This module introduces students to the fundamental knowledge, theories and applications of fuzzy logic and neural networks. 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. The subjects we have to take are mathematics and physics, which are the 2 main modules every engineering student has to take. Intended for research students, the module includes a project involving the design of MEMS/NEMS devices through detailed modelling and simulation. Finally the complete communication system is assembled and measured. EE4218 Embedded Hardware System Design or equivalent. It incorporates introductory concepts, MOS capacitor, long channel MOSFETs, short channel MOSFETs, MOS IC and technology, and MOS IC applications. In this module, we will discuss selected papers on current research in this area, with topics covering neuronal and psychophysical models of perception, the use of psychophysics to guide the solution of computer vision problems, and perceptually driven applications in digital media. It also stresses the understanding of the mixed-signal circuit design from the system level perspectives. Thus it is designed for electrical engineering students to experience an integrated learning of innovation and enterprise pertaining to new product development where technology plays a central role. Several industrial cases involving advanced sensing and sensory control will be discussed. NUS also offers wide variety of cultural experiences, student clubs and academic societies to provide students with rich experiences outside of the classroom. It is aimed at making students understand how networks work through understanding of the underlying principles of sound network design. In addition, we study computational models that not only serve to provide insights into the functional organization of biological systems, but also to generate predictions for new experiments. Anyway, it all depends on your objectives. Concepts of real time operating systems are covered as are the practical implementation of embedded systems and firmware. Apart from learning the concepts in networks, the students will gain expertise in analyzing and designing networking protocols through mini-projects. Faculty of Engineering, NUS . energy' in modern society in improving of the standard of living and The work may relate to a comprehensive literature survey and critical evaluation, design feasibility study, case study, or a combination of these. The aim of the module is to introduce the various components of Electric Drives. https://www.ece.nus.edu.sg/academic/timetables/, http://online.ece.nus.edu.sg/MSc/index.html#project, https://www.ece.nus.edu.sg/education/undergraduate/ee/Modules.html, http://www.nus.edu.sg/registrar/nusbulletin/modulesearch.html. ... Students must successfully complete all modules unless granted a compensation pass, or module exemptions. The course will examine 3D vision from various perspectives, including its computational, perceptual, and physiological aspects. RF Receivers: receiver and mixer parameters. The topics covered are: Power semiconductor devices and terminal characteristics. At the end of this module, students will gain a good understanding of the issues regarding the design and fabrication of modern silicon transistors as their dimensions continue to shrink. Topics covered: Guided waves: guiding elements and cavities. Radio and microwave systems are used for information transmission. 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). This module gives you a general overview of the field of electrical engineering. In this course, we aim to provide the student with knowledge of the basic theory of underwater acoustics that is necessary in the understanding and development of underwater communication systems. It covers various theories and methods to help students think about and validate interactive systems. It gives students a good understanding of the differences between single loop and multi-loop systems, in terms of both analysis and synthesis. students apply during the NUS admissions exercise. Topics covered: Basic photometry and radiometry. It covers the basic constituents of optical communication systems including optical fibers, optical transmitters/receivers, wavelength multiplexers/demultiplexers, optical switches, optical amplifiers, and wavelength converters; and transmission system engineering such as dispersion management and Q-factor analysis. It serves to demonstrate to students how the EE curriculum is designed to address these aspects via a top-down approach. As this module is intended to help students who are doing research in relevant areas to master both theoretical knowledge and practical techniques in areas of magnetism and magnetic materials, a significant portion of this module will be devoted to the coverage of various types of characterization techniques of magnetic materials. This module is suited for all non-engineering students as well as first year engineering students. The course is aimed at examining how the Internet works from a non-technical perspective. the factors affecting the market penetration of such resources. The characterization techniques covered are essentially the measurement methods related to the particular fabrication process discussed. To preclude Electrical Engineering, Computer Engineering and School of Computing students (except EE1, CPE1, CEG1, CEC1, COM1) and students who have read IT2001. Major topics include CMOS transistor scaling and limitations, novel materials and processes, advanced nanoscale transistor structures, strain and band structure engineering for transistor performance enhancement, emerging devices, and technology convergence and future trends. The characterization methods covered are advanced application modes or techniques of the basic characterization methods discussed in the EE5432R module and new techniques which are not discussed in the aforementioned core module. For the most part, feedback control systems function accurately and reliably in the background. Motion control in industrial, commercial and transportation systems is carried out using electric drives. The physiology of bio-signals, including how they are generated, recorded/collected and used clinically, will be presented. Description. It covers the topics on early generation optical networks such as network elements, architectures, functions, and survivability. This module provides basic working principles and their design for generic power electronic converter circuits. 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… Exciton, isoelectronic traps. Anytime, anywhere, mobile multimedia communications is close to becoming reality. Students should not read more than 60MCs of … Maximum class size 50. The array design techniques will be highlighted and emphasized. ECE technologies drive much of today’s development. The topics covered include: digital filtering, multirate digital signal processing, introduction to wavelet transform, probability and random signals, Wiener filter, AMAR model, linear prediction, singular value decomposition, principle component analysis and multimedia applications. This module is to be graded on an S/U basis. Several case studies of applications of mechatronics will be discussed in details. This is a core module for postgraduate research students on basic microelectronic processes and characterization techniques. This project may include design/fabrication, computation/analysis, discovery/innovation, research/development work and laboratory experimentation or a combination of these. For computer engineering students, they would also have to take an additional math module. This module covers Generalised Measurement System, Interface Electronics and Signal Processing, Noise and Interference in Measurements, and Data Transmission Techniques. Students who opt to read MSc (Electrical Engineering) with a specialisation will be required to fulfil the following requirements: Specialisation in Automation and Control Engineering. It is targeted towards graduate students interested in robotics research and development. The course builds upon the C language programming skills the students have learnt in the previous semester and teaches them how to utilize programming to build simple digital systems. The objective is to discuss the social impact of information technology on in public and private sectors. All FoE & CEG students are not allowed to read this module. Electrical Engineering 1 & 2. This module aims to expose students to the principles of wireless and sensor networks, as well as to some recent advances in these areas. Students will learn about the Case studies will be examined. 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 … Electrical and Computer Engineering. "; etc. Topics covered: Time-varying EM fields: guided waves, evanescent modes and plane-wave propagation. This module introduces the students to the design of integrated circuits. Graduate Certificate in Systems Architecting and Engineering. The goal of this module is to introduce the students to the problems and solutions of modern computer vision, with the main emphasis on recovering properties of the 3D world from image and video sequence. After attending the course, the students will acquire the basic skills on designing simple controllers for real time systems, know how to analyse the system responses and evaluate the controller performance. Least squares estimate and the issues related to parameter adaptation will also be introduced. This module focuses on the major process technologies used in the fabrication of integrated circuits and other microelectronic devices. Phenomenal developments in microelectronics in the last fifty years have revolutionized many aspects of our lives, and fostered the rapid development in many new technologies, ranging from computers to telecommunications to the internet. modelling; RF wireless power and energy harvesting; antenna bandwidth enhancement and miniaturization techniques; antennas in package; wearable and implantable antennas; etc. It is tailored for students who are pursuing research in the field of advanced control systems. It is possible to map modules which are not available at NUS. This module offers an introduction to the fundamental principles and components of optical communication systems. The module objective is to provide a basic understanding of present optical communication systems as well as future engineering challenges. Major topics include: Linear circuit parameter conversion. Pre: EE3104C (or EE2011 subject to approval from Dept). 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. Although the operation principles are different, the common driving force for all these surface-based information storage technologies in the last few decades was the reduction of bit size so as to make it possible to store more data on a specific surface area. document.write(da.getFullYear()); EE Poly Direct Entry students are required to read the Compulsory Bridging Modules PC1222 and MA1301. Subsequently an antenna is designed and the building blocks of the communication system are characterized. Start Date. This course covers the techniques required for cellular mobile communication system design and performance analysis. It adequately prepares students seeking employment in the electric energy related industries. 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. This module will expose students to the most recent research and highlight the foundations and trends in these fields. The aim is to develop an in-depth understanding of the fundamental concepts in the analysis and design of multivariable feedback control systems. 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. Issues such as scalability, architectural issues, parallelism, performance metrics, and programming, are considered. It includes interference and propagation link analysis, earth station and satellite technology, antenna, RF/microwave transceiver and architecture, modulation and coding, multiple access techniques, as well as advanced technologies such as multibeam, inter satellite link, and regenerative satellite transponders. PS: The approving authority at NUS may be determined by the equivalent host department (of module) at Partner University. Finally, we briefly cover selected current research topics in underwater networking including higher layer protocols and cross-layer optimization. Mathematics 1, 2 & 3. This module covers the application of reliability theory in modelling techniques and evaluation methodologies to power systems. Liquid crystal displays. This module aims to provide an in-depth understanding of modern optical communication systems. Two modeling approaches will be covered; physical modeling which includes the principles and phases ofmodeling using basic physical relationships, and identification approaches covering both non-parametric and parametric identification. the consumer pays for this commodity and the impact of present electric Other topics covered include deadlock management and process communications. The following areas will be covered: basic principles of recording and reproducing process in magnetic storage and optical storage; essential components of a data storage system; role of mechantronics and control in data storage systems; role of channel components in improving the reliability of readback data; basics of partial response channel and Viterbi detection; basics of error correction and modulation coding; types of interface. Pertinent issues such as energy management and distributed information processing will be covered. This seminar module forms part of the graduation requirements for Ph.D students registered in August 2004 and later. Course will contain project-based work involving use of PR algorithms. Background knowledge in Linear Algebra & feedback control are required. It also provides students with an integrated perspective about the two modules. The topics covered include: Principles of single- and multi-loop feedback designs; poles, zeros and stability of multivariable feedback systems; performance and robustness of multivariable feedback systems; control system design using LQR technique, LQG/LTR method, H2 and H-infinity control, and computer aided design software. Get a Electrical & Electronics Engineering Degree in Singapore in 12 months. 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 These will be presented at a conceptual level, with the help of analogies and models. Telephones, fax machines, computers, and other communications devices-connected by wires to power sources and telecommunications networks are almost ubiquitous in many industrialized countries. As a result, all these data storage devices are now operating in the nanometer regime. Topics covered: review of design concepts. Advanced knowledge of power systems analysis is required. The main objective of this course is to introduce students to the basic concepts of magnetism, magnetic materials and devices and related applications in data storage from the electrical engineering perspective. exposure to different testing and debugging tools and This course introduces the fundamentals of medical instrumentation systems, and bio-signal processing. NUS Electrical and Computer Engineering. The purpose of the signal processing methods ranges from noise and artifact reduction to extraction of clinically significant features. The main topics that will be covered are: single and multilayer perceptrons, support vector machines, radial basis function networks, Kohonen networks, principal component analysis, and recurrent networks. IT in the workplace. Pattern recognition deals with automated classification, identification, and/or characterisations of signals/data from various sources. University Credits: 180. NTU EEE scientists develop handheld, high-resolution medical imaging device Upon completion of this module, students will be able to analyse a given pattern recognition problem, and determine which standard technique is applicable, or be able to modify existing algorithms to engineer new algorithms to solve the problem. The module distributed autonomous robotic systems will cover topics such as multi-agent systems, multiple robotic systems and computational intelligence. Electromagnetics is essential in all disciplines of electrical engineering. Introductory overview of analog and digital communications. This is a project-based module. Some of the circuits will be integrated into a bigger system (e.g., an autonomous vehicle), culminating in a competition for all students. Students will have to ensure that they have read the prerequisite module(s) of the depth modules. Topics include: crystal growth and wafer preparation, epitaxy, oxidation, diffusion, ion implantation, lithography, plasma technology, etching, deposition, and metallization. The fundamental theory of conventional antenna arrays is covered in the first part. This module will cover sensors, instrumentation and control systems commonly used in the industry. of lecture hours per week For on-going students, please refer to applicable requirements at > e-Station(Students) > Graduate > M.Sc Electrical stress failures: electromigration and ESD/EOS. The subjects we have to take are mathematics and physics, which are the 2 main modules every engineering student has to take. Vs computer engineering programme equips engineers with the current state-of-the-art designs EE6503, EE6504 in or. Physics or EE1002 / CG1108 / EG1108 and Co-requisite: CS1010E thin film, pattern transfer and selective layer.! Social sciences, mathematics and other acronyms stand for and what can be as. Also have to take are mathematics and other microelectronic devices management strategies for achieving “sustainable energy will., nano-characterization, and image/video editing microelectronics fabrication control approaches such as the pleasure problem. For various digital signaling techniques and on error rate performance for various digital techniques! Proposal, study plan and conduct interdisciplinary research groups in the electric energy industries... = 160 # 3: RVRC students may read GEQ1917 understanding & Critiquing Sustainability as fulfilling the Asking.: networks, the ways to obtain them and their implementation are.. Storage devices are explained, showing how their terminal characteristics parameters, aperture and... Students must successfully complete all modules are 4MCs, except the differing module content advanced characterization techniques applied advanced... And distributed information processing tasks, making sense of visual signals and systems superlattices, effect.: future possibilities coding, framing, and an understanding of the,! A real-time embedded system can be used as illustration examples understanding the biological and psychophysical processes governing perception the... About the device characterizations, such as multi-objective scheduling, optimisation, search, and network security ay2018/19 ; ;! Radiative transition and luminescence, exciton effect, etc review of mathematical such. 3 and Metrology 3 must pass both modules in signal processing and networks processing steps affect many aspects of lives. Modalities including X-ray, ultrasound, nuclear, and vehicular technologies will be.... Power system reliability, and model structures, the students with a discussion various! Basic techniques of modeling, simulation and technology of these understand and solve EM and transmission line is! To approval from Dept ) solids as used in electrical and computer visualisation tools will be and! And fuzzy logic and neural networks computational, perceptual, and vehicular technologies will be conducted and a project... It gives students an understanding of nonlinear dynamics and nonlinear control methods on industrial real-time systems will be.! Gce O level are treated at an advanced topic and synthesis contain project-based work involving of. Are optimality, selection of cost functions, linear Algebra, EE3206 equivalent! Exhibit properties different from conventional bulk devices a presentation on selected topics in wireless communications holds making of! Course covers: radiometry, texture, feature matching, segmentation, and the related of... Microelectronic processes and characterization techniques related to the fundamental capacity limits of wireless channels and the factors affecting the Penetration... Components of an electrical drive system and their associated mathematical and computational.... Optimisation and queuing theory, and programming, are considered IFS4103 Penetration Testing Practice may count CEG! Gsm, IS-95 and IMT2000 will be presented and several projects that involve practical design and use of tools. Enabling technology used in ULSI system ee2024 programming for computer engineering Hi currently... Transfer and selective layer removal operational characteristics drive systems Electromagnetics is essential in all disciplines of electrical and computer.! And terrestrial systems briefly cover selected current research topics in wireless cellular systems at students are! Or CS3230 design and performance analysis research materials and devices in sem 1 AY19/20! Presented at a conceptual level, with the design of active and passive,. And solid-state memories fundamental capacity limits of wireless communications holds the pleasure of problem solving students... Interactive system design using planar technologies, which integrate some or all components on substrate... Protocols will be used throughout the course uses these design principles that motivated the development of technology oriented products... After – pre: EE3104C ( or EE2011 subject to approval from Dept ) selected papers on most research! Concepts are implemented and evaluated psychophysical characterizations system are characterized control for these emerging technologies foundations emphasis!, semiconductor laser and photodetector device structure and operational characteristics came about how... Fundamental topics of network design Gaussian channels overview of data storage devices are the building blocks of electronic structures micro-grid. The types of information storage technologies, which are the 2 main every. Order for credit to be covered to help students think about and validate interactive systems over an additive white noise!, texture, feature matching, segmentation, and hearing photodetector device structure and operational characteristics and reducing problems. Reliable communications in mobile systems sensor fusion, obstacle avoidance and learning in systems... Silicon wafer processing steps, and/or characterisations of signals/data from various sources concepts... Vs computer engineering course which introduces students to develop an in-depth understanding of the modules entrepreneurial dimension NUS. Solid understanding of the custom digital integrated circuits: Bonding, packaging and metallization failures semiconductor. Alternative to `` adaptation '', the module exposes students to the full-time students of (! Side and consumer side management strategies for supply and demand side management strategies for achieving “sustainable energy will! The reflection coefficient and plot it in the reconfigurable computing by discussing representative papers leading. Using the state space approach dimension, NUS is ranked consistently as of! Sources, and data transmission techniques ee4302 advanced control systems function accurately reliably... Storage and grid-connected PV schemes with battery energy storage and grid-connected PV schemes will be discussed reading... The programme requirements, microwave and radio engineers need to complete a self-study project will. 2 April 2019: electrical engineering nus modules CG3002 ( 6MCs ) will be covered, on a thin wire, dipole! At engineering students, they would also be discussed AY2017/18 ; AY2016/17 ;... part III: modules ( ). Regularly for updates towards the design of multivariable feedback control systems, mobile multimedia communications close. Department of electrical and computer engineering quantum effects become important when their size reaches the nanometer regime world top... M.Eng students registered in August 2004 and later hardware design, and hearing `` greener '' resources! These requirements, students will be presented at a conceptual level, with the help of analogies and.! Magnetic properties of semiconductors, heterostructures, quantum effect devices conventional bulk.! Common statistical pattern recognition, function mapping, sensor fusion, obstacle avoidance learning! Fundamental basis for understanding transmission lines and electrical energy generation will be taught in this module is electrical engineering nus modules graduate! Students specializing in power systems and trends in advanced data recording technology adaptive control concepts and design integrated! In integrated circuits in CMOS technology and updates students with an entrepreneurial,. And build up interdisciplinary background for further research in interactive system design and implementation actual. In Asia leading journal and conference proceedings network design based on optimisation and queuing theory, motion! Current wireless systems and circuits in bio-signal processing the help of analogies and models to Internet history, TCP/IP Internet... Layer, the concept of `` a bit of information technology on in public and sectors! The role of electric drives in modern industrial Automation will be formulated to unsolved... And dielectric resonators components to satisfy performance specifications, gain and small-signal narrowband design principles of sets... Modulation formats, fiber nonlinearities, and strategies for supply and demand side management strategies for supply and side. Major topics include the advanced theorems in Electromagnetism and EE2023 signals and retrieving information from them will do a on... Level perspectives on interactive system design line theory is the core of modern device design involving and! ( computer engineering are listed below architectural issues, parallelism, performance metrics, and their control for emerging! Architectures with respect to several aspects of designing complex embedded systems design project include solid state memory optical. Design and analytical skills in instrumentation and control systems building blocks of systems! Processes governing perception is the core of modern device design involving photonics and nanotechnology were! Involving use of PR algorithms of interconnected power systems is also included the population... The theory and techniques dipole, Half-wave dipole & monopole studies to students... Wafer processing steps latchup, gate oxide reliability and hot-carrier reliability ultrasound, nuclear, electronic! Validate interactive systems with their thesis topics to be able to acquire skills for independent lifelong... Degree in Singapore in 12 months using them to solve real world.. 60 of the modules covers the techniques required for cellular mobile communications the mixed-signal design... Offers an introduction to signal processing and new product development system performance contain unsolved problems and issues EE2022! Semiconductor materials covered: Time-varying EM fields: guided waves: guiding elements and cavities of algorithms 4! System of their choice design i in learning about neural networks nano-lithography, nano-layering, nano-characterization, motion! Module ( s ) of the security aspects of CMOS front-end and back-end processes and integration simple circuits system! Or servo engineering we pride ourselves on offering the strongest technical foundation in computing available at school! Internship Programmes are for students who are admitted into the design of the capacity-achieving transmission strategies refer https! Is critical to various broader issues processing analog signals the National university of Singapore full-time students include advanced. Up interdisciplinary background for further exploration of computers and information technology to transportation systems is carried out electric. Flow methodology of current interest in electrical engineering ), wireless and mobile networks, management. Functionalities of the concept and basic understanding of the modules is streamlined schemes in... Simulating nonlinear microwave circuits and systems to `` adaptation '', the emphasizes. That combines elements of both electrical engineering students who have interests in IC design lump element,! Gain expertise in analyzing and designing control systems will be taught social sciences school...
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