INSIA LAB - Teaching

INSIA LAB

KAZI NEWAJ FAISAL, PhD

Associate Professor

Electrical, Electronic and Communication Engineering (EECE) Dept.

Military Institute of Science and Technology (MIST), Bangladesh

Professional Details

Research

Teaching

CV (PDF)

Contact (Vcard)

Ongoing Courses

Undergraduate

EECE 441: Random Signals and Processes

Course Content: Probability and random variables. Probability theory including sample space and events, elementary set theory, conditional probability, independent events. Distribution and density functions. The Bernoulli trial and Bernoulli distribution. Events defined by random variables, continuous and discrete random variables. Moments of random variables: Expectation operation of random variables. Moments of random variables and characteristic functions. The limit theorems. Transformation of a random variable. Special probability distribution. Multiple random variables: Joint distribution and density functions of multiple random variables. Functions of random variables. Expectation of functions of random variables. Independent random variables. Sums of independent random variables. Central limit theorem. Random Processes. Classification of random processes, characterization of a random process, Correlation functions. Process measurements. Stationarity and ergodicity. Gaussian and Poisson random processes. Spectral Estimation. Power spectral density functions, cross spectral densities. Response of linear systems to random inputs. Noise models. Discrete time random processes. Mean-square error estimation, Detection and linear filtering.

GERM 352: Fundamentals of Research Methodology
EECE 312: Digital Signal Processing I Laboratory
EECE 438: Digital Communication Laboratory

Postgraduate

EECE 6407: Advanced Digital Signal Processing

Course Content: Adaptive filtering: Review of the LMS and RLS algorithms, adaptive lattice-ladder filters, frequency-domain adaptive filtering methods, variable step-size adaptive filters, application of adaptive filtering, Power spectrum estimation: Review of parametric techniques for power spectrum estimation, high resolution methods, Multirate signal processing: filter banks: cosine modulated filter banks, paraunitary QMF banks, multidimensional filter banks, emerging applications of multirate signal processing.

Completed Courses

Theoretical

EECE 309: Communication Systems I, Course Materials: [Books], [Presentations]
GERM 352: Fundamentals of Research Methodology
EECE 301: Continuous Signals and Linear Systems
EECE 313: Electrical Measurement, Instrumentation and Sensors
EECE 203: Energy Conversion I
EECE 205: Energy Conversion II
EECE 269: Electrical Drivers and Instrumentation [CSE Dept]
EECE 101: Electrical Circuits I
EECE 105: Electrical Circuits II
EECE 159: Fundamentals of Electrical Engineering [ME Dept]
EECE 165: Basic Electrical Technology [CE Dept]

Sessional

EECE 312: Digital Signal Processing I Laboratory
EECE 438: Digital Communication Laboratory
EECE 310: Communication Systems I Laboratory
EECE 102: Electrical Circuits and Simulation Laboratory II
EECE 106: Electrical Circuits and Simulation Laboratory II
EECE 206: Energy Conversion Laboratory
EECE 314: Electrical Measurement, Instrumentation and Sensors Laboratory
EECE 270: Electrical Drives and Instrumentation Sessional [CSE Dept]

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