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PR5198 (Graduate Seminar Module in Pharmacy) is a compulsory module for all graduate research students in the Department of Pharmacy. The course aims to introduce the basic concepts and design methods of adaptive control. Yet, not all urban dwellers are affected the same way by these processes. This module covers selected topics in advanced microwave and antenna engineering problems. This module explores globalisation and its impacts on urban identities, places and politics. The topics include linear and nonlinear programming formulations, constrained and unconstrained optimization techniques, network flow models and algorithms, and convex optimization techniques. EE6439 Micro/Nano Electromechanical Systems (M/NEMS) (Advanced), EE5520 Micro/Nanoelectromechanical Systems (M/NEMS). ** CN5010 Mathematical & Computing Methods for Chemical Engineers 4 Yes CN5020/6020 Advanced Reaction Engineering 4 Yes CN5030 Advanced Chemical Engineering Thermodynamics 4 Yes CN5040 Advanced Transport Phenomena 4 Yes CN5050 Advanced Separation Processes 4 Yes CN5172 Biochemical Engineering 4 … Module Description: This module introduces the key recent technological developments that enable cyber-physical systems, which in turn will define Industry 4.0. NUS Graduate School - Integrative Sciences and Engineering Programme (ISEP) University Hall, Tan Chin Tuan Wing Level 04, #04-02 21 Lower Kent Ridge Road, Singapore 119077 Pre-requisites indicate the base of knowledge on which the subject matter of a particular module will be built. Soft decoding and hard decoding. Application and Course Fees Application. The Department of Mathematics has offered three Graduate Internship Modules – MA5401, MA5402 and QF5401 to our graduate students.,,, R0-parameters and Channel capacity. Micro/Nano Electromechanical Systems (Advanced). Nevertheless, Faculties could set more stringent requirements. 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. It is tailored for students who are pursuing research in the field of advanced control systems. Students are expected to participate actively throughout. It provides students with an understanding of the fundamental principles and concepts encountered in cellular mobile communications. There is a compulsory computer project for this module. level-5000 and above) are generally expected to be 4 MCs each. Control in Data Storage Systems (Advanced). Candidates are required to attend and pass examinations in a minimum of 3 modules (2 modules from level 5000 and above + 1 compulsory seminar module). EE2010 (Applicable to undergraduate students only). Intended for research students, the module includes a project involving the design of MEMS/NEMS devices through detailed modelling and simulation. Part Two introduces some important nonlinear control design methods, such as feedback linearization, backstepping, sliding mode, adaptive and intelligent controls. The module will include hands-on design sessions where some processing algorithms will be designed, implemented and evaluated. Analysis of nonlinear microwave circuits. Elective Modules Facilitate Interdisciplinary (20 MCs) NGS Electives Cross-faculty Electives Module Name MCs GSS6886 NGS Seminars 2 More GSS6886 NGS Seminars (2 MCs) NGS Seminars is a platform for students of the Graduate School for Integrative Sciences and Engineering (NGS) to develop their presentation skills by delivering seminar-style talks. This module is designed to cover selected topics in the broad disciplines of social, personality, and/or industrial-organizational psychology. The course concludes with a discussion of various practical multiple access schemes in wireless cellular systems. This caters to assignments, independent studies, fieldwork, and other forms of continuous assessment that contribute towards the final grade of the module. While these modules are existing modules which are offered to NUS undergraduate and graduate students, they can be taken as stand-alone modules by adult learners. Students will be taught how these approaches identify and exploit biological processes in nature, allowing a wide range of applications to be solved in industry and business. Course Fees. This module is targeted at electrical engineering students who already have a basic knowledge of semiconductor device physics and technologies. The concepts are implemented and enhanced through assignments and several projects that involve practical design and use of design tools. Issues on the design and implementation of actual control systems will be addressed through a design project. Topics will be organized under additive manufacturing, robotics and automation, and Internet of Things. The second part covers the topics on optical networking. Course Fees. 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. Six graduate modules (level 5000); and achieve a minimum CAP of 3.5 (equivalent to B average). 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. The topics covered are as follows: Quantum mechanics: Schrodinger equation, particle in a box, tunnelling effect, harmonic oscillator, time-independent perturbation theory. 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. Graduation requirements include completing 6 coursework modules (4 MCs each) and defending an original … 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. In addition, they are required to … ECE GRADUATE MODULE (4 MC) Based on AY2020/2021 Teaching Assignment. Our flagship programme is the MSc in Chemical Sciences. Case studies of selected real-world problems will be discussed to show how to apply the fundamental principles in biomedical devices. This refers to the number of hours a student is expected to spend each week in preparing for lectures and tutorials. Computer vision involves complex information processing tasks, making sense of visual signals and retrieving information from them. Refer to GD class timetable for modules […] Therefore, a student's CAP is the sum of the module grade points multiplied by the number of MCs for the corresponding module, divided by the total number of MCs. Successful applicants will join a research laboratory under the supervision of a faculty member to pursue research at the leading edge of chemistry. This module provides students with an understanding of the fundamentals and design of satellite communication systems. Methods for simulating nonlinear microwave circuits and processing of circuit parameters will be discussed. 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. For example, NM2217 Creating Interactive Media has a workload of ‘2-2-0-3-3'. Please check with the relevant department for more information. The module is designed to expose the students with a wide range of functional devices and to equip the students with capability of analyzing new emerging devices. Topics in social psychology may include social attitudes, emotion and cognition, and motivation. NUS Enterprise. This module develops a solid understanding of the fundamentals of linear systems analysis and design using the state space approach. Deadlock management and process communications are treated at an advanced level. Alternatively, visit It also stresses the understanding of the mixed-signal circuit design from the system level perspectives. The course covers four main layers of the network protocol stack: link, network, transport and application. 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 + The candidate must obtain a satisfactory grade for the Graduate Seminar Module. The spatial confinement considerably modifies light propagation and light-matter interaction. Solid state physics: crystal lattices, band theory, lattice vibration, the Fermi-Dirac distribution function and Fermi level, donor and acceptor states and carrier concentrations. Ternary and quaternary compound semiconductors, heterostructures, quantum wells and superlattices, quantum effect devices. There are five workload components to each module. Application of statistical decision theory to optimum receiver design for Gaussian channels. # 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. The design of key wireless system components, such as filters, amplifiers, mixers and oscillators, is also included. 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. 3 August 2015 (9.00am) to 23 August 2015 (11.59pm) It is targeted towards graduate students interested in robotics research and development. Maximum class size 50. This module provides background knowledge of physics of electrical and optical properties of bulk and low dimensional semiconductor materials. Satisfactory Grade of "C" or better in English Language Course (Intermediate Level), if student is required to take the graduate English Language Course. 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. 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). B: no. For each layer, the course first presents the fundamental design principles and an in-depth analysis of factors that affect the overall system performance. Graduate Seminar Module: PR5198. These will be of a sufficient size and nature to induce excitement in independent projects for students to explore. This is a core module in the MSc in Industry 4.0 and provides In the module description, these components are given in a series of five numbers. Course Fees. This is represented as follows: Modules with no assigned MCs or grade points are excluded from the calculation of CAP. 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, such as the delivery of a measured collation of automation and control system designs applied to real problems of a diverse nature and which are not easily and directly available from standard literature. This module is designed for students to learn the latest developments in nanoelectronics and devices. It begins with an overview of current wireless systems and standards, followed by a mathematical characterization of the wireless channel. The course introduces students to the conduct of rigorous research in interactive system design. This module forms one of the three core modules for the students specializing in Power and Energy area. 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. This module will expose students to the most recent research and highlight the foundations and trends in these fields. 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. The fundamental design principles of each layer are presented. The undergraduate and graduate curricula are based on a modular system2. Linear system theory is the core of modern control approaches such as optimal, robust, adaptive, and multivariable control. We will discuss selected papers on most recent research problems, with topics covering lighting, geometry, image processing, medical image analysis, recognition and machine learning. 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. 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) EE4102 or EE5305 (Applicable to undergraduate students only). The provisional grade of ‘IP' is assigned in the intervening semesters. 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 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. CN Module MODULE CODE MODULE TITLE NUMBER OF MC EXERCISE S/U ? This course is for all graduate students during the first semester in which they are registered in the department of geography. 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. This module aims to expose students to the principles of wireless and sensor networks, as well as to some recent advances in these areas. The course uses case studies to expose students to real-world networking protocols and presents the design principles that motivated the development of these protocols. The module provides students with an understanding of basic concepts and principles of system optimality with applications to control and state estimation. Case studies of various engineering control problems will be used throughout the course to provide insights and useful design guideline. The course gives an overview of data storage systems and trends in advanced data recording technology. 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 NUS modular system combines the rigour and depth of the British university system with the flexibility and breadth of the American system. Communication via fading channels – channel models, receiver design and error performance analysis. Module Credit: 4 Workload: 3-0-0-3-4 Pre-requisite: MA2101 (Applicable to … Apart from attending lectures, students will also have to do a presentation on selected topics relevant to contents covered in this module. In Progress (IP)  This module guides the students with the design aspects of digital integrated circuits. Listing is subject to changes in event of staff movement, change in curriculum etc. EE5507/EE5507R Analog Integrated Circuits Design. This provides them the option of embarking on continuing education without having to commit to a full qualification upfront. This course deals with the design and analysis of high performance computer architectures with respect to several aspects of the multiple computer systems. Frequency multiplication, division and synthesis. Error performance analysis of digital modulation systems. Various theories and methods will be covered to help students think about and validate interactive systems. 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. Students will learn to appreciate such methods through examples and case studies. The course also includes an examination of the security aspects of each layer. C: no. For Singaporeans and Permanent Residents, the five elective modules (20 Module Credits (MCs)) can also be completed through Graduate Certificates. 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. This module covers Generalised Measurement System, Interface Electronics and Signal Processing, Noise and Interference in Measurements, and Data Transmission Techniques. The module aims to provide an understanding and hands on experience in the design of RF circuits taking into account the demands and constraints of mobile communications. National University of Singapore Block S16 Level 9, 6 Science Drive 2 Singapore 117546 Topics in personality psychology … This module covers photonics topics necessary for a broad understanding of modern device design involving photonics and nanotechnology. of hours for projects, assignments, fieldwork, etc. To provide an understanding of an alternative to "adaptation", the concept and basic design of variable structure control will be discussed. Keywords can include module code, title, lecturer or faculty. Students receive letter grades for each module taken, except for the cases listed below. Electrical properties of semiconductors, drift, diffusion, generation, recombination, trapping and tunnelling. Graduate Students Modules and Timetable For more information on our modules and timetable for Semester 1 AY2019/2020, please visit this LumiNUS link or login to LumiNUS > Module … 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. Course Fees. These module(s) should be graduate modules which the student’s Department allows to be counted towards … This module teaches the latest developments in nanoscale complementary metal-oxide-semiconductor (CMOS) device and processing technology. EE4101 or EE4104 or EE4112 (Applicable to undergraduate students only). 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 an introduction to multi-antenna communications. We then apply this knowledge to study various underwater acoustic communication physical layer technologies. (Cohorts matriculated in AY2010/2011 and before) Written Exam – Based on 2 modules: ST5214 Advanced Probability Theory and ST5215 Advanced Statistical Theory. modelling; RF wireless power and energy harvesting; antenna bandwidth enhancement and miniaturization techniques; antennas in package; wearable and implantable antennas; etc. Academic progress is tracked by the CAP, which is the weighted average grade point of all modules taken by a student. ... NUS Ctr for Trusted Internet & Community. The NUS MBA Experiential Core is a comprehensive programme that makes The NUS MBA like no other. Soft decoding and hard decoding. 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). This module is to be graded on an S/U basis. It provides the necessary fundamentals in power systems analysis.

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