nus graduate modules

The course also includes an examination of the security aspects of each layer. Analysis and design of coded systems. The module aims to introduce the basic concepts and design methods of computer/microprocessor based control schemes. Welcome to the website of the Graduate Studies Division, Faculty of Arts and Social Sciences (FASS) at the National University of Singapore (NUS). The students will develop in-depth understanding of integrating the unit process steps to design a device that meets electrical performance specification. It gives students a good understanding of the differences between single loop and multi-loop systems, in terms of both analysis and synthesis. Advanced Topics on Vision and Machine Learning. The topics include linear and nonlinear programming formulations, constrained and unconstrained optimization techniques, network flow models and algorithms, and convex optimization techniques. Soft decoding and hard decoding. This includes undergraduate modules and cross-faculty modules. The course will cover Bayesian statistics and emphasizes the powerful formalism of graphical models. Methods of generating high voltages, measurements and testing of electrical apparatus and systems are included. The Department reserves the right to change the offering semesters of the modules. FAQs for DDP, CDP and DM; Faculties ; Information and Resources; Design Your Own Module; Graduate. In the module description, these components are given in a series of five numbers. The NUS modular system combines the rigour and depth of the British university system with the flexibility and breadth of the American system. This is a project-based module. This module is designed to cover selected topics in the broad disciplines of social, personality, and/or industrial-organizational psychology. Under this system, workloads are expressed in terms of Modular Credits (MCs), and academic performance is measured by grade points on a 5-point scale. From 3 July 2013, information relevant only to current NUS students will be made available in myPortal@NUS (Student Portal) + iJourney Video Competition + Sem 1 Module Registration and Class Information for Graduate Students + Sem 1 Module Registration and Class Information for UG and Incoming Exchange Students + This course provides an in-depth treatment of the fundamental principles and concepts of computer communication networks. This module teaches the latest developments in nanoscale complementary metal-oxide-semiconductor (CMOS) device and processing technology. The course aims to provide an in-depth coverage of adaptive control concepts and design methods. This module provides an opportunity for new PhD students to carry out preliminary research work through two short-term research attachments under the supervision of academic advisors. EE5711 / EE5711R Modelling and Control of Power Electronic Converters. The course divides the discussion in terms of fours layers: link, network, transport and application. DC Machines and AC Machines (both Induction as well as Permanent Magnet types and Switched Reluctance machines) will be discussed. 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. It covers wide-range of topics in mechatronics, including the constituent technology components of sensors, actuators and control. 3 August 2015 (9.00am) to 23 August 2015 (11.59pm) This provides students with fundamental knowledge at the graduate level and prepares them for research work. Methods for simulating nonlinear microwave circuits and processing of circuit parameters will be discussed. The fundamental theory of conventional antenna arrays is covered in the first part. This module provides background knowledge of physics of electrical and optical properties of bulk and low dimensional semiconductor materials. 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 offer a good balance between disciplinary and inter-disciplinary academic training in a research environment where faculty members are engaged in world-class research. The Department of Chemistry offers several graduate coursework programmes leading to degrees of MSc by Coursework. NUS Medicine Graduate Program Committee; Department Graduate Programme Directors; Graduate Student Society; Staff Directory; Career; Modules Offered . Although RF circuits have been around for quite some time, the rapid growth of wireless (mobile) communications has renewed the interest in the design of these circuits to meet the new challenges of mobile systems, such as low voltage and low power, compact and light weight, high sensitivity and freedom from co-channel interference. The focus of this module will be on the antenna array as a realization method to enable multi-antenna communications. With Computing, you can transform an idea into something real, and share it with millions of people around the world. Optical properties of semiconductors, optical constants, optical absorption, radiative transition and luminescence, exciton effect, etc. Academic progress is tracked by the CAP, which is the weighted average grade point of all modules taken by a student. Modular course fees are reflected on the application portal. PC2232 or equivalent, EE3431C or equivalent, Microelectronic Processes & Characterization. This course introduces ECE and SoC graduate students to the fundamentals of machine learning from a statistical perspective, bringing the student to a level at which he can conduct independent research in this interdisciplinary area. 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. Pre-University Students from Local Institutions, Non-Graduating Programme Application and Eligiblity, Responsibility for Notices/Circulars and Updates of Personal Particulars, Notes on Leave Matters for Research Scholars (RS), Open Researcher and Contributor ID (ORCID), Social Visit Pass for Spouse and Child of Full-Time Graduate Research Students, Important Information to Note Upon Cessation of Studies at NUS, Satisfactory / Unsatisfactory (S/U) Option, Graduate Continuation and Graduation Requirements, No. 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. The relevant graduate certificate modules are made available under the NUS Online Application Portal where the applicant can register as modular courses during the application period.. This module covers the fundamental topics required for the design and analysis of the RF stages in modern wireless systems, including receiver design and modulation methods. 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. The relevant graduate certificate modules are made available under the NUS Online Application Portal where the applicant can register as modular courses during the application period.. Module Credit: 4 Workload: 3-0-0-3-4 Pre-requisite: MA2101 (Applicable to … This two-part course equips students with an understanding of nonlinear dynamics and nonlinear control methods. The module provides students with an understanding of basic concepts and principles of system optimality with applications to control and state estimation. 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 … Faculty at NUS Philosophy supervise graduate research on topics ranging from analytic metaphysics to applied ethics, drawing on, and often synthesizing, the philosophical traditions of China, India, and Europe. Listing is subject to changes in event of staff movement, change in curriculum etc. This course covers: radiometry, texture, feature matching, segmentation, and image/video editing. Topics to be covered include processing and characterization techniques related to dopant introduction, thin film, pattern transfer and selective layer removal. Complementary metal oxide semiconductor (CMOS) has been the main technology used in ULSI system. 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. This module introduces the key activities and roles essential for effective post-market vigilance, including adverse events, field safety correcting action and change management. Ph.D. Note that some of the modules listed may not be offered in any particular year. ... NUS Ctr for Trusted Internet & Community. The topics taught in this module include single transistor amplifiers, current sources and mirrors, current and voltage references, operational amplifiers, feedback theory and stability, noise analysis, oscillators, S/H circuits and comparators. NUS Enterprise. The NUS modular system combines the rigour and depth of the British university system with the flexibility and breadth of the American system. It involves analysis, design, simulation and construction of RF circuits, such as mixers, modulators, RF power amplifiers, IF amplifiers and frequency synthesisers. This provides them the option of embarking on continuing education without having to commit to a full qualification upfront. This is a specialised module targeted to the engineering students. This module forms one of the foundation modules for all students who want to specialise in Electric Energy System Engineering. Our flagship programme is the MSc in Chemical Sciences. At the end of this module, the student should have a good understanding of all the related topics of advanced robotics, and be able to derive the kinematics and dynamics of a given robot, plan appropriate path, and design advanced control systems. This course covers the techniques required for cellular mobile communication system design and performance analysis. Analysis of nonlinear microwave circuits. The module is designed to equip students with the basic knowledge of the fundamentals and theoretical methods required for understanding quantum electronic behaviour in current and future nanoelectronic applications. Undergraduate physics and mathematics AND Electronics materials courses) OR EE2004: Semiconductor Devices OR EE3406: Microelectronic Materials OR EE3431C: Microelectronics Materials & Devices. We also study the unique characteristics of the underwater channel and their effect on medium-access control (MAC) and other data-link layer protocol design. This course covers various basic and selected advanced topics in wireless communication. In particular, students will learn about mobile radio channel modelling, modulation techniques, cellular system concepts, equalisation, diversity and channel coding, speech coding, and multiple access techniques. Topics include: advanced filter designs; system in package; transistor small signal modelling and large signal The principles of circuit interruption and switchgear types will also be discussed. Soft decoding and hard decoding. Modules. Issues on the design and implementation of actual protocols will be addressed through a design project. This module is targeted at students who wish to specialise in RFIC and MMIC circuit design. 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. This module covers photonics topics necessary for a broad understanding of modern device design involving photonics and nanotechnology. © Copyright 2001- 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. This module provides the students with a solid background on analysis and design of the custom digital integrated circuits. Do take note of the information regarding ECE graduate module displayed at the end of this page. The importance of using Adjustable Speed Drives for energy conservation would also be highlighted. Communication theory. MA2101 (Applicable to undergraduate students only). Filters 0 selected Reset. This module covers selected topics in biomedical circuits and systems, which address areas at the crossroads of circuits and systems and life science. This module aims to expose students to the principles of wireless and sensor networks, as well as to some recent advances in these areas. This module teaches basic theories and applications of electromagnetic waves. Overview of Graduate Internship Modules | NUS Mathematics. 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. Control in Data Storage Systems (Advanced). document.write(da.getFullYear()); Alternatively, visit https://scale.nus.edu.sg/. The Non-Graduating programme at NUS. Students should have some basic knowledge of electromagnetics. Students should take up this module only if the course helps them in their R&D efforts. of tutorial hours per week It is tailored for students who are pursuing research in the field of advanced control systems. This module will expose students to the most recent research and highlight the foundations and trends in these fields. B: no. The module is a final summation, overview and synthesis of what was discussed in the earlier four modules and where appropriate will evaluate environmental ideas, concepts, policies and case studies in terms of its applications to the Singapore situation. 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. Course Fees. Students are expected to have an overall understanding of how to pick and judge research in interactive system design after taking this module. Topics covered include ultra-low-power circuits for wireless wearable and implantable devices, and low-power bio-signal processing techniques. Linear system theory is the core of modern control approaches such as optimal, robust, adaptive, and multivariable control. This module is targeted at those electrical engineering students who have interests in IC design. 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. 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. For graduate students, please refer to your Faculty/School for advice. Thus, a 4-MC module would require 10 hours of work a week, including lectures, tutorials, laboratory sessions, assignments, and independent or group study. Basic probability at the level of EE2012 and basic networking concepts at the level of EE3204 and EE4210. Yet, not all urban dwellers are affected the same way by these processes. 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. EE5432R Microelectronic Processes & Characterization, EE6503 Characterization of Materials & Devices. The concepts underlying adaptive control schemes, such as Lyapunov-based direct adaptive control scheme, self-tuning regulator and model reference adaptive control, will be studied in detail. Education at NUS. 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. 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 It then examines the fundamental capacity limits of wireless channels and the characteristics of the capacity-achieving transmission strategies. 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. Advanced knowledge of power systems analysis is required. 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. Students are taught how a real-time embedded system can be designed using structured data flow methodology. Division of graduate studies, NUS Medicine. 100% CA. D: no. The description of graduate modules offered by the Department of Electrical and Computer Engineering are listed below. The second part covers the topics on WDM networks that include technology, switch architectures, wavelength-selective and wavelength-convertible networks, routing and wavelength assignment, virtual topology, survivability and traffic grooming. This module is designed for students to learn the latest developments in nanoelectronics and devices. Various types of electric drives such as AC, DC, SRM and special drives such as PMSM drives will be introduced and their steady-state as well as transient performances will be discussed. 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. By the end of this module, students are expected to be able to identify important and current vision problems, read and understand research papers in the area, and lead discussions on related topics. Communication Networking Fundamentals (Advanced). 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. Intended for research students, the module includes a project involving the design of MEMS/NEMS devices through detailed modelling and simulation. This course covers various basic topics in wireless communications for voice, data, and multimedia. With emphasis on fundamentals, this module develops analysis methods that are used to understand the operation and design of solid-state microwave electronic circuits commonly used in microwave systems. This module has direct industrial relevance and would be useful not only to electrical but also to mechanical engineering students working in the areas of automation and mechatronics. modelling; RF wireless power and energy harvesting; antenna bandwidth enhancement and miniaturization techniques; antennas in package; wearable and implantable antennas; etc. EE5302 (Applicable to undergraduate students only). This is a required module for all research Masters and PhD students admitted from AY2004/2005. The Department offers a fully-funded 4-year research programme leading to a degree of PhD in Chemistry. We then apply this knowledge to study various underwater acoustic communication physical layer technologies. Undergraduate students may elect to have certain modules graded on a ‘Satisfactory/Unsatisfactory' (S/U) basis subject to certain conditions. The objective of this module is to provide students the theory and concept of multi-antenna communications. These module(s) should be graduate modules which the student’s Department allows to be counted towards … The ‘IC' grade is assigned when a student's work is of passing quality but is incomplete for good reasons (e.g., illness during the official examination period). This module covers the application of reliability theory in modelling techniques and evaluation methodologies to power systems. It will focus on both the principles of these vision problems and their associated mathematical and computational tools. It begins with an overview of current wireless systems and standards, followed by a mathematical characterization of the wireless channel. A module may be graded on a ‘CS/CU' basis, i.e., whether the module has been ‘Completed Satisfactorily' (CS) or ‘Completed Unsatisfactorily' (CU). 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 focus in this module is to present the theoretical foundations of real-time system theory. The concepts are implemented and enhanced through assignments and several projects that involve practical design and use of design tools. The role of electric drives in modern industrial automation will be emphasised. Topics covered: Si/SiGe mixed-signal IC technologies; RF behaviour of passive and active components; Balanced and unbalanced design principles; Design of analogue RF transceivers: amplifiers, mixers, buffers, oscillators; Grounding and decoupling principles; Interconnect modelling and crosstalk; Introduced digital noise; Thermal management; Packaging. Attend and pass examinations in a minimum of three modules: PC5198 Graduate Seminar Module in Physics, and two level-5000 physics modules. There is a compulsory computer project for this module. EE5514, EE5515, EE5434 EE5516, EE6503, EE6504. Using examples from the Asia-Pacific, the module explores tourism initiatives at the governmental level, comparing them with the efforts by NGOs and other … The module also helps in the understanding of the problem formulation approaches for a wide variety of applications using the methods and techniques taught in the earlier part of the course. This module is designated to introduce our graduate students the cutting-edge knowledge of the key signal transduction pathways in cell biology and their implications in health and disease. In addition, a student must obtain a minimum CAP of 3.00 (equivalent to an average grade of B-) for the best modules equivalent to 40 MCs (inclusive of compulsory modules, where required). Probability theory, stochastic processes and vector spaces.