Analyze mixed analog-digital systems with sampling operations and digital filters. ISBN 9781597492720 (required) ISBN 9783540726128 (required) Georgia Institute of TechnologyNorth Avenue, Atlanta, GA 30332Phone: 404-894-2000, Updates on the campus response to coronavirus (COVID-19), EU General Data Protection Regulation Privacy Notice.

ECE 4270 Corequisites None Catalog Description An introduction to the theory of statistical learning and practical machine learning algorithms with applications in signal processing and data analysis. Textbook(s) Theodorous, Sergios and Koutroumbas, Konstantinos, Pattern Recognition (4th edition), Academic Press, 2008.

Estimate the spectrum of a measured signal.

ECE 4270 or ECE 6250 Corequisites None Catalog Description The application of digital signal processing to problems in speech communication. Part of this goal requires a laboratory project. Georgia Institute of TechnologyNorth Avenue, Atlanta, GA 30332Phone: 404-894-2000, Updates on the campus response to coronavirus (COVID-19), EU General Data Protection Regulation Privacy Notice, Distinguish between different types of radars for different applications, Analyze the building blocks to modern radars, including antennas, transmission schemes, atmospheric and ionospheric propagation, signal detection, estimation, tracking, noise and clutter reduction, Identify the tradeoffs that underly radar design and implementation, Analyze an existing radar system, synthesize the information and explain to an audience, Describe several application areas of radars for remote sensing, ( P ) An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics, ( LN ) An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors, ( M ) An ability to communicate effectively with a range of audiences, ( LN ) An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts, ( M ) An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives, ( LN ) An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.

ECE4390 Course Syllabus ECE4390 Introduction to Radar and Electromagnetic Sensing (3-0-0-3) CMPE Degree This course is Elective for the CMPE degree. Write computer codes describing a signal processing system. ISBN 9780136034285 (required) ECE 4270 Corequisites None Catalog Description Fundamentals of theory and practice of DSP chip design in VHDL. Fundamentals of Digital Signal Processing. Develop algorithms unique to spatial processing. Express signal processing systems in mathematical form. ECE 4270 Corequisites None Catalog Description Theory and application of pattern recognition with a special application section for automatic speech recognition and related signal processing. Introduction to digital signal processing. Friedman, The … ( M ) An ability to acquire and apply new knowledge as needed, using appropriate learning strategies. ECE 4270 Corequisites None Catalog Description Introduce application areas where signals are sampled over space and time. ISBN 9780130485137 (required) ECE 3040 [min C] and (ECE 3042* [min C] or ECE 3043 [min C]) * Prerequisites indicated with an asterisk may be taken concurrently with ECE4330 Corequisites None Textbook(s) Johnson & Dugeon, Array Signal Processing: Concepts and Techniques, Prentice Hall, 1993. Sampling Theorem,Discrete-time Fourier transform,power spectrum,discrete Fourier transform and the FFT algorithm,z-Transform, digital filter design and implementation. 3 Credit Hours. Textbook(s) T. Hastie, R. Tibshirani, and J.H. Model a signal using parametertic modeling technique. ( P ) An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics, ( LN ) An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors, ( LN ) An ability to communicate effectively with a range of audiences, ( LN ) An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts, ( LN ) An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives, ( M ) An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions. ( LN ) An ability to acquire and apply new knowledge as needed, using appropriate learning strategies. Textbook(s) Meyer-Baese, Uwe, Digital Signal Processing with Programmable Gate Arrays (3rd edition), Springer, 2008. ECE 4370 Syllabus: ECE4371 Syllabus: Tuesday: Thursday: 8/21 Introduction and Review of Concepts notes: ANT1, WAV1 reading: Stutzman ch 1; Balanis pp 1-26 video: Sinusoidal T-Lines (THT1-3) 8/23 Antennas in Circuits notes: ANT2, antenna in circuits reading: Stutzman ch 1; Balanis pp 1-26 video: Antennas in Energy-Harvesting Circuits 8/28 Analyze, exploit and create signal and systems with digital signal processing techniques. Express a complex signal via a dimensionality reduction algorithm such as PCA and ICA.

Describe how signal processing is used in applications (e.g., audio and digital image processing). Georgia Institute of TechnologyNorth Avenue, Atlanta, GA 30332Phone: 404-894-2000, Updates on the campus response to coronavirus (COVID-19), EU General Data Protection Regulation Privacy Notice, ( LN ) An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics, ( LN ) An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors, ( LN ) An ability to communicate effectively with a range of audiences, ( LN ) An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts, ( LN ) An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives, ( LN ) An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.



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