Students will obtain an understanding of the concept of "a bit of information" in Shannon's sense. 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.. The array design techniques will be highlighted and emphasized. With the support and encouragement of the Faculty and the Maritime and Port Authority of Singapore (MPA), the Graduate Diploma in Maritime Law and Arbitration (GDMLA), for non-lawyers, has been offered by NUS Law since 2008. Successful applicants will join a research laboratory under the supervision of a faculty member to pursue research at the leading edge of chemistry. Terms [2110] 2021/2022 Semester 1 ... Division of Graduate Dental Studies. Different test and measurement techniques will also be covered.Computational modelling techniques for analysing and reducing EMC problems will be introduced. This is a module for those majoring in communications, particularly digital communications. Co-requisites are modules that are to be taken concurrently. The focus in this module is to present the theoretical foundations of real-time system theory. The course aims to provide an in-depth coverage of adaptive control concepts and design methods. CS/CU modules are typically industrial attachment, internship or enrichment modules. Key problem domains such as multi-objective scheduling, optimisation, search, and design will be examined. Graduation requirements include completing 6 coursework modules (4 MCs each) and defending an original … For details on modular course application, refer to NUS SCALE . Selected Topics in Microwave and Antenna Engineering. This course introduces students to the fundamental principles and concepts of computer communication networks. 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. Topics covered include ultra-low-power circuits for wireless wearable and implantable devices, and low-power bio-signal processing techniques. PC2232 or equivalent, EE3431C or equivalent, Microelectronic Processes & Characterization. This module covers the advanced theorems in electromagnetism and their applications in both microwave- and optics-related problems. The description of graduate modules offered by the Department of Electrical and Computer Engineering are listed below. It then examines the fundamental capacity limits of wireless channels and the characteristics of the capacity-achieving transmission strategies. This course covers: radiometry, texture, feature matching, segmentation, and image/video editing. This course presents the fundamentals of Microelectromechanical Systems (MEMS) Nanoelectromechanical Systems (NEMS), culminating in advanced concepts and applications. 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. 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 is represented as follows: Modules with no assigned MCs or grade points are excluded from the calculation of CAP. The course also includes an examination of the security aspects of each layer. Selected papers on most recent research progress will be discussed. The course introduces various research methods on interactive system design. 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. EE5439 Micro/Nano Electromechanical Systems (M/NEMS), EE5520 Micro/Nanoelectromechanical Systems (M/NEMS). This module introduces the key activities and roles essential for effective post-market vigilance, including adverse events, field safety correcting action and change management. 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. Case studies and some of behavioral research will be given to enhance the capability of interdisciplinary research. Each grade corresponds to a grade point as shown below: As the above table indicates, a plus (+) or minus (-) suffix added to a grade raises or lowers the grade point value, except in the case of A+, which carries the same grade points as the A grade. This module is a must for higher-degree students in control engineering, robotics or servo engineering. For Singaporeans and Permanent Residents, the five elective modules (20 Module Credits (MCs)) can also be completed through Graduate Certificates. E: no. Exempted (EXE) Alternatively, visit https://scale.nus.edu.sg/. The module builds on the foundation laid by the module EE 5402 RF Circuit Design I. This module involves supervised self-study over one semester, on a topic approved by the Department. Part Two introduces some important nonlinear control design methods, such as feedback linearization, backstepping, sliding mode, adaptive and intelligent controls. Optical properties of semiconductors, optical constants, optical absorption, radiative transition and luminescence, exciton effect, etc. There are five workload components to each module. 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. The NUS modular system combines the rigour and depth of the British university system with the flexibility and breadth of the American system. Mathematical background materials, such as matrix properties and operations, dynamic system models and solutions and random variables will first be discussed, followed by major topics including notions of optimality, selection of cost functions, optimal state estimation, basic optimal control and model predictive control. Students will learn fundamental concepts behind antenna theory and design, the latest methodologies employed for antenna analysis and measurement, and most importantly, how a desired antenna system can be efficiently designed from initial specifications by means of simple practical engineering procedures and CAD tools. of hours for preparatory work by a student per week, For description on undergraduate modules, please refer to our webpage at https://www.ece.nus.edu.sg/education/undergraduate/ee/Modules.html, Description of modules can also be viewed/search on the NUS bulletin, Registrar's webpage at http://www.nus.edu.sg/registrar/nusbulletin/modulesearch.html. The module will include hands-on design sessions where some processing algorithms will be designed, implemented and evaluated. The number of required modules may vary from department to department. 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. This includes undergraduate modules and cross-faculty modules. 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 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. Techniques for discrete-time control realisation will also be discussed. An integration case study on how the processing techniques covered can be used to fabricate one or two contemporary devices, and how such structures are characterized, will also be discussed. This module introduces the student to the design of high frequency (switching frequency >200 kHz) high efficiency power electronic converters for AC-DC and DC-DC energy conversion using PWM and resonant energy conversion techniques and their significance in modern power electronic industries. The topics covered are: discrete system analysis; pole-placement design, basic predictive control, digital PID controllers; implementation issues (sampling theorem, aliasing, discretisation errors) and real-time realisation using system control software such as Matlab and Labview. The course will cover Bayesian statistics and emphasizes the powerful formalism of graphical models. This module covers systematical analysis and design of advanced mixed-signal integrated circuits in CMOS technology and updates students with the current state-of-the-art designs. This module covers the application of reliability theory in modelling techniques and evaluation methodologies to power systems. level-5000 and above) are generally expected to be 4 MCs each. Soft decoding and hard decoding. Concepts of real time operating systems are covered as are the practical implementation of embedded systems and firmware. Oscillator theory; diode and transistor oscillators. Finally, we briefly cover selected current research topics in underwater networking including higher layer protocols and cross-layer optimization. Withdrawn (W) It covers the topics on early generation optical networks such as network elements, architectures, functions, and survivability. Major topics covered are optimality, selection of cost functions, linear quadratic Gaussian controllers, Kalman filter, and model predictive control. EE3204 or EE3207 (Applicable to undergraduate students only). Microwave frequency conversion, mixer analysis, single-ended and balanced mixers, diode and transistor mixers, image rejection, mixer noise. 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. For each kind of device, a brief history, background knowledge, device structure and characteristics, as well as device applications and outlook will be included. For each layer, the course first presents the fundamental design principles and an in-depth analysis of factors that affect the overall system performance. For graduate students, please refer to your Faculty/School for advice. 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