Instead, the relevant graduate certificate modules are made available under the CET500/L3 application portal where the applicant can register as modular courses. In general, MA5401 and QF5401 are 4 MC modules which require students to perform a minimum of 20 hours per week structured internship in an approved company/institution for stipulated minimum period of 6 weeks while MA5402 is a 8 MC modules … 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. At least 30 MCs must be taken from level 5000 and 6000 modules. Proficiency in C/C++ or Matlab, Linear algebra, EE3206 or equivalent modules, Interactive System Design Research Methods. Maximum class size 20. Nonetheless, to enable a student to build expertise in a new field, modules below level-5000 may be allowed, up to 25% of the total MC requirement for the coursework component, subject to the approval of the supervisor and Department. It will focus on both the principles of these vision problems and their associated mathematical and computational tools. 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. Applicable to M.Sc(Elect Eng) students only. Oscillator theory; diode and transistor oscillators. In all, Singapore and NUS offer a compelling proposition for the emerging change-makers and leaders of Industry 4.0. Students will obtain an understanding of the concept of "a bit of information" in Shannon's sense. It is tailored for students who are pursuing research in the field of advanced control systems. Microwave frequency conversion, mixer analysis, single-ended and balanced mixers, diode and transistor mixers, image rejection, mixer noise. Topics will be organized under additive manufacturing, robotics and automation, and Internet of Things. Undergraduate students may elect to have certain modules graded on a ‘Satisfactory/Unsatisfactory' (S/U) basis subject to certain conditions. Incomplete (IC) ... NUS Ctr for Trusted Internet & Community. Background knowledge in Linear Algebra & feedback control are required. Advanced knowledge of power systems analysis is required. While having theoretical rigor, the module will also emphasize the realizability and implementation of algorithms based on prediction, estimation, spectral analysis and optimum processing on existing digital processing systems. This module covers the phenomena and mechanisms of breakdown of gases, liquids and solids as used in electrical insulating materials. This module is designed to serve as an advanced course in stochastic processes for research students specializing in communications and networks as well as other research areas that deal intensively with stochastic signal analysis and processing. This is a specialised module targeted to the engineering students. This module focuses on advanced solid-state physics and quantum transport in nano-scale devices. Methods of generating high voltages, measurements and testing of electrical apparatus and systems are included. If we represent the five numbers in a workload series as ‘A-B-C-D-E', each letter would refer to: A modular credit (MC) is a unit of the effort, stated in terms of time, expected of a typical student in managing his/her workload. Modular course fees are reflected on the application portal. //--> 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. © Copyright 2001- EE3701 Digital Media Technologies, or equivalent course on HCI, interactive and digital media, EE6734 Interactive System Design Research Methods (Advanced). Yet, not all urban dwellers are affected the same way by these processes. The Graduate Certificate Programme will offer the following four new modules: Module 1: Implementation Science (4 modular credit) This module is designed to introduce health care professionals to the principles of translating evidence for better services into a clinical setting. Overview of Graduate Internship Modules | NUS Mathematics. This module provides the students with a solid background on analysis and design of the custom digital integrated circuits. Prerequisite(s): Admission to the NUS psychology graduate program or approval by the lecturer. Do take note of the information regarding ECE graduate module displayed at the end of this page. # Exclusion of CFG1002 from limit on Level-1000 modules is applicable to: BIZ, FASS, FoS, SoC, SDE, and FoE students from Cohort AY2016/17 onwards. For Singaporeans and Permanent Residents, the five elective modules (20 Module Credits (MCs)) can also be completed through Graduate Certificates. The course also includes an examination of the security aspects of each layer. It is only open to research students. Topics will cover optics and laser basics, semiconductor laser technology, optical system layout and design, optical diagnostics, optical precision engineering, and optical nanofabrication technology. Communication theory. The topics covered include Oxidation, Isolation, Gate Module Technology, Diffusion, Ion Implantation, Shallow Junction Technology, Plasma etching process, Thin film deposition, Al/Cu interconnects, Lithography, and CMOS Integration. C: no. Several industrial cases involving advanced sensing and sensory control will be discussed. The NUS modular system combines the rigour and depth of the British university system with the flexibility and breadth of the American system. Important Notes: Please refer to myPortal@NUS for information on Online Registration of Modules.. Class timetable is available to NUS students only. This course covers various basic topics in wireless communications for voice, data, and multimedia. The undergraduate and graduate curricula are based on a modular system 2. It then examines the fundamental capacity limits of wireless channels and the characteristics of the capacity-achieving transmission strategies. The number of required modules may vary from department to department. It is also very useful for those who are interested in signal processing and computer engineering. To provide an understanding of an alternative to "adaptation", the concept and basic design of variable structure control will be discussed. The Department of Chemistry offers several graduate coursework programmes leading to degrees of MSc by Coursework. ABOUT MODREG@EDUREC IMPORTANT! **Updated list as on 19 June 2020. To be awarded the graduate certificate, the candidate must complete the required number of modules (modular credits) listed in the respective graduate certificate module listing, and obtain at least a CAP of 2.5 for the following programmes: Complete three modules (12 modular credits): Graduate Certificate in Enterprise IT Innovation and Design (EI2D) 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. It teaches the students practical design and analytical skills in instrumentation and sensing. Each module of study has a unique module code consisting of a two- or three-letter prefix that generally denotes the discipline, and four digits, the first of which indicates the level of the module (e.g., 1000 indicates a Level 1 module and 2000, a Level 2 module). This provides students with fundamental knowledge at the graduate level and prepares them for research work. The emphasis of this course is on advanced measurement and characterization principles, instrumentation, data acquisition, models for data analysis, and data interpretation applied to characterization problems encountered in the research and development of advanced and emerging research materials and devices. This two-part course equips students with an understanding of nonlinear dynamics and nonlinear control methods. Nevertheless, Faculties could set more stringent requirements. We will discuss selected papers on most recent research problems, with topics covering lighting, geometry, image processing, medical image analysis, recognition and machine learning. Linear system theory is the core of modern control approaches such as optimal, robust, adaptive, and multivariable control. This module explores globalisation and its impacts on urban identities, places and politics. Current advancement in power systems is also discussed through case studies in a seminar style. Established evolutionary paradigms as well as, significant new developments, including evolutionary algorithms, evolutionary strategies, evolving neural networks, ant-colony optimisation, artificial immune systems, and swarm intelligence will be covered. To check if module is being offered for the semester, please refer to the “Class Timetable” webpage at: https://www.ece.nus.edu.sg/academic/timetables/, Explanation of workload components: A-B-C-D-E Working alongside faculty members, fellow students, alumni and corporate partners, it takes you beyond the typical classroom and builds qualities that are highly sought after by recruiters – problem-solving, critical thinking, teamwork, communication, adaptability, and interpersonal skills. Error performance analysis of digital modulation systems. of lab hours per week Welcome to the website of the Graduate Studies Division, Faculty of Arts and Social Sciences (FASS) at the National University of Singapore (NUS). The second part covers the fast emerging field of wireless sensor networks that enables visibility into physical processes in a convenient manner. 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. NUS BEng degree holders may apply for a transfer of modular credits of approved pre-taken modules taken during their undergraduate candidature to their current graduate studies in NUS. PC2232 or equivalent, EE3431C or equivalent, Microelectronic Processes & Characterization. EE3204 or EE3207 (Applicable to undergraduate students only). This module aims to provide a comprehensive treatment of topics on optical communications and optical networking. The topics include linear and nonlinear programming formulations, constrained and unconstrained optimization techniques, network flow models and algorithms, and convex optimization techniques. It begins with an overview of current wireless systems and standards, followed by a characterization of the wireless channel, including path loss, shadowing, and the flat vs. frequency-selective properties of multipath fading. A module may be graded on a ‘CS/CU' basis, i.e., whether the module has been ‘Completed Satisfactorily' (CS) or ‘Completed Unsatisfactorily' (CU). There is a compulsory computer project for this module. Course Fees. All enrolled candidates will be required to pay the Student Service Fee per semester. EE5507/EE5507R Analog Integrated Circuits Design. This module presents the full complement of fundamental CMOS device physics with its applications. The objective of this course is to understand three-dimensional shape/space processing in human or machines. For a module that extends beyond more than one semester, evaluation of a student's performance is deferred until the completion of the module. The syllabus has the following four distinct major topics – Theory of Parallelism, Hardware Technology Overview, Scalable Architectures for High Performance Systems, and Parallel Programming Concepts. For example, NM2217 Creating Interactive Media has a workload of ‘2-2-0-3-3'. This module is designed for students to learn the latest developments in nanoelectronics and devices. The importance of using Adjustable Speed Drives for energy conservation would also be highlighted. 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. This module covers important aspects of CMOS front-end and back-end processes and integration. A comprehensive study of secondary literature for the period as well as seminal works in Anthropology and Political Science will prepare students with the necessary training before embarking on their own research projects. Satisfactory/Unsatisfactory (S/U) This module will expose students to the most recent research and highlight the foundations and trends in these fields. The MC-value of a module is derived by dividing the estimated total number of workload hours per week for that module by the credit factor of 2.5 (i.e., one MC is equivalent to 2.5 hours of study and preparation per week). It covers the topics on early generation optical networks such as network elements, architectures, functions, and survivability. Academic progress is tracked by the CAP, which is the weighted average grade point of all modules taken by a student. Students will learn to appreciate such methods through examples and case studies. As part of this initiative, Business School will offer Graduate Certificates in Asian Business Management, Innovation Management, and Analytics and Technology Management; as well as Professional Certificates in Accounting & Finance, Digital Marketing, and Small Business Management. On completion of the module, students should be able to describe and analyse the RF and baseband subsystems, calculate satellite link budget, understand the requirements and operation of satellite communications systems, and appreciate the design issues and relative strength of various types of satellite systems. 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. This module aims to provide a comprehensive treatment of the concepts, architectures, algorithms, protocols, and research issues in major optical networking technologies that include wavelength division multiplexing (WDM), early generation optical networks such as synchronous optical networks (SONET), and optical access networks. EE6439 Micro/Nano Electromechanical Systems (M/NEMS) (Advanced), EE5520 Micro/Nanoelectromechanical Systems (M/NEMS). This is an elective module for postgraduate research students on advanced characterization techniques applied to advanced and emerging research materials and devices. Modular credits will be given for modules that are completed satisfactorily, although no grade point will be assigned. This module is supplementary for the general area of communication systems. The programme has two tracks: Normal track (3 essential modules + any 4 PM modules + 3 UE modules); and; Specialization track (3 essential modules + any 5 specialization modules + 2 UE modules). This test will determine whether candidates would need to take the Graduate English course. document.write(da.getFullYear()); For more information on our modules and timetable for Semester 1 AY2019/2020, please visit this LumiNUS link or login to LumiNUS > Module Search > Type “BL5000”. We then apply this knowledge to study various underwater acoustic communication physical layer technologies. 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 focus in this module is to present the theoretical foundations of real-time system theory. "Satisfactory" grade in graduate seminar module; Pass in Master's thesis It presents techniques, based on optimisation and queuing theory, to schedule a set of tasks such that they meet hard real-time requirements. Interactive System Design Research Methods (Advanced). This module deals extensively with the design of high frequency (switching frequency >200 kHz) high efficiency power electronic converters for AC-DC, DC-DC and DC-AC using PWM and resonant energy conversion techniques. Brief Description of Modules PC5198 Graduate Seminar Module in Physics. Students taking this module will need to complete a self-study project on an advanced topic. A module may also specify certain preclusions. Various theories and methods will be covered to help students think about and validate interactive systems. The fundamental theory of conventional antenna arrays is covered in the first part. EE4102 or EE5305 (Applicable to undergraduate students only). Min CAP of 3.0 for all four modules (or 16 modular credits equivalent) taken under the coursework requirement. This module forms one of the three core modules for the students specializing in Power and Energy area of research. This module covers Generalised Measurement System, Interface Electronics and Signal Processing, Noise and Interference in Measurements, and Data Transmission Techniques. It then examines the fundamental capacity limits of wireless channels and the characteristics of the capacity-achieving transmission strategies. Students can choose the problems that are aligned with their thesis topics to complement their research. Issues such as scalability, architectural issues, parallelism, performance metrics, and programming, are considered. This is a core module in the MSc in Industry 4.0 and provides This module deals with the modelling and control of electrical actuators, both rotary as well as linear types. NUS Enterprise. This project may include design/fabrication, computation/analysis, discovery/innovation, research/development work and laboratory experimentation or a combination of these. The second part covers the topics on optical networking. The aim of this module is to provide an appreciation of the important contributions made by Claude Shannon to communications, including the fundamental limits of data compression, channel capacity, and the source-channel separation principle. Probability theory, stochastic processes and vector spaces. Effective from AY2019/2020, the Engineering module registration system and procedure has been replaced by the University’s new consolidated module registration platform, Module Registration at Education Records System (ModReg@EduRec) for all NUS Graduate… The aim of the module is to introduce the various components of Electric Drives. 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nus graduate modules 2021