Academic Programs Catalog

College of Engineering

Department of Electrical and Computer Engineering

John Papapolymerou, Chairperson

The Department of Electrical and Computer Engineering offers two undergraduate programs and a concentration leading to a Bachelor of Science degree. The computer engineering program provides students the opportunity to customize their program through core electives in computer architecture, computer networks, and VLSI design and focus electives in hardware or software tracks. The program in electrical engineering allows students to choose their major electives from seven areas: electromagnetics, power, integrated circuits/VLSI, solid-state electronics/electro-optics, communications/signal processing, control/robotics, and biomedical engineering. In addition, a student in either program can choose a biomedical engineering concentration that is noted on the student's transcript.
 


Undergraduate Programs


Computer Engineering

Computer engineering is concerned with the organization and design of computers and computer systems. The study of computer hardware and software, and their integration and application, is emphasized. The undergraduate program in computer engineering integrates studies in mathematics, basic sciences, engineering sciences, and engineering design. The program is structured to establish analytical and design skills in areas such as computer architecture, digital logic design, analog and mixed-signal circuits, computer communication networks, digital computer control, integrated circuit engineering, software engineering, operating systems, data structures and algorithms, computer–aided engineering, and electronic design automation. Complementing these fundamentals, the program also provides opportunities for specialization in individually  selected areas of interest.

The Bachelor of Science Degree program in Computer Engineering is accredited by the Engineering Accreditation Commission of ABET, www.abet.org.

Requirements for the Bachelor of Science Degree in Computer Engineering

  1. The University requirements for bachelor's degrees as described in the Undergraduate Education section of this catalog; 128 credits, including general elective credits, are required for the Bachelor of Science degree in Computer Engineering.
    The University's Tier II writing requirement for the Computer Engineering major is met by completing Electrical and Computer Engineering 480.  That course is referenced in item  3. c.  below.
    Students who are enrolled in the College of Engineering may complete the alternative track to Integrative Studies in Biological and Physical Sciences that is described in item 1. under the heading Graduation Requirements for All Majors in the College statement.  Certain courses referenced in requirement 3. below may be used to satisfy the alternative track.
  2. The requirements of the College of Engineering for the Bachelor of Science degree.

    The credits earned in certain courses referenced in requirement 3. below may be counted toward College requirements as appropriate.
  3. The following requirements for the major:
  4. a. One of the following courses (1 credit):
    CEM 161 Chemistry Laboratory I 1
    PHY 191 Physics Laboratory for Scientists, I 1
    b. All of the following courses (39 credits):
    CSE 232 Introduction to Programming II 4
    CSE 260 Discrete Structures in Computer Science 4
    CSE 325 Computer Systems 3
    CSE 331 Algorithms and Data Structures 3
    ECE 201 Circuits and Systems I 3
    ECE 202 Circuits and Systems II 3
    ECE 203 Electric Circuits and Systems Laboratory 1
    ECE 230 Digital Logic Fundamentals 3
    ECE 280 Electrical Engineering Analysis 3
    ECE 302 Electronic Circuits 3
    ECE 303 Electronics Laboratory 1
    ECE 331 Microprocessors and Digital Systems 4
    ECE 366 Introduction to Signal Processing 3
    ECE 390 Ethics, Professionalism and Contemporary Issues 1
    c. One of the following courses (4 credits):
    ECE 480 Senior Design 4
    ECE 489 Independent Senior Design 4
    d. Electives
    Complete 21 credits of electives as specified below. At least 15 credits must be from the focus tracks below including at least 6 credits from the core, with at least one course with a laboratory. Additional credits to meet the 21 credit requirement may be taken from other courses listed below, any 400-level Computer Science and Engineering (CSE) or Electrical and Computer Engineering (ECE) courses, or by completing an approved 3 or 4 credit experiential, out-of-classroom education experience obtained through engineering cooperative education or independent study.
    Focus Tracks
    Core
    At least 6 credits from the following:
    CSE 335 Object-Oriented Software Design 4
    CSE 420 Computer Architecture 3
    CSE 422 Computer Networks. 3
    or
    ECE 442 Introduction to Communication Networks 3
    CSE 425 Introduction to Computer Security 3
    or
    ECE 456 Introduction to Communication and Network Security 3
    ECE 430 Embedded Cyber-Physical Systems 4
    Both CSE 422 and ECE 442 or CSE 425 and ECE 456 may not be used to fulfill this requirement.
    Hardware
    ECE 410 VLSI Design 4
    ECE 411 Electronic Design Automation 4
    ECE 431 Smart Sensor Systems 3
    ECE 445 Biomedical Instrumentation 3
    Software Systems
    CSE 410 Operating Systems 3
    CSE 415 Introduction to Parallel Programming 3
    CSE 431 Algorithm Engineering 3
    CSE 435 Software Engineering 3
    CSE 450 Translation of Programming Languages 3
    CSE 476 Mobile Application Development 3
    CSE 480 Database Systems 3
    Intelligent Systems
    CSE 404 Introduction to Machine Learning 3
    CSE 440 Introduction to Artificial Intelligence 3
    CSE 482 Big Data Analysis
    ECE 434 Autonomous Vehicles 3
    ECE 446 Biomedical Signal Processing 3
    ECE 466 Digital Signal Processing and Filter Design 3
    MTH 314 Matrix Algebra with Computational Applications 3
    STT 351 Probability and Statistics for Engineering 3
    Electrical Systems
    ECE 305 Electromagnetic Fields and Waves I 4
    ECE 313 Control Systems 3
    ECE 377 Principles of Electronic Devices 3
    ECE 404 Radio Frequency Electronic Circuits 4
    ECE 417 Robotics 4
Concentrations
The department offers the following concentrations to students wishing an area of specialization in their degree. Concentrations are available to, but not required of, any student enrolled in the Bachelor of Science Degree in Computer Engineering.  Courses completed to satisfy requirement 3 above may also be used to satisfy the requirements of a concentrations.  NOTE: Completing the Bachelor of Science degree in Computer Engineering with a concentration may require more than 128 credits.  Upon completion of the required courses for a concentration, certification will appear on the student’s official transcript.
Biomedical Engineering
This concentration is for students who plan to pursue graduate work in biomedical areas or seek employment in selected medical-related areas.
To earn a Bachelor of Science degree in Computer Engineering with a biomedical engineering concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete 6 credits from the following courses:
ANTR 350 Human Gross Anatomy for Pre-Health Professionals 3
BS 161 Cell and Molecular Biology 3
PSL 250 Introductory Physiology 4
PSL 310 Physiology for Pre-Health Professionals 4
2. Complete 9 credits from the following courses:
BE 444 Biosensors for Medical Diagnostics 3
ECE 445 Biomedical Instrumentation 3
ECE 446 Biomedical Signal Processing 3
ECE 447 Introduction to Biomedical Imaging 3
ECE 448 Modeling and Analysis of Bioelectrical Systems 3
ECE 449 Fundamentals of Acoustics 3
Students may enroll in 3 or 4 credits of ECE 490 or 491 with biomedical engineering content as approved by the student's advisor for partial fulfillment of this requirement.
Cybersecurity
This concentration is for students interested in the theory and practice of communication networks and security. To earn a Bachelor of Science degree in Computer Engineering with a cybersecurity concentration, students must complete requirements 1., 2., and 3. above and the following:
1. All of the following courses (9 credits):
ECE 442 Introduction to Communication Networks 3
ECE 456 Introduction to Communication and Network Security 3
ECE 457 Communication Systems 3
2. Two of the following courses (6 credits):
CSE 402 Biometrics and Pattern Recognition 3
CSE 410 Operating Systems 3
CSE 425 Introduction to Computer Security 3
CSE 482 Big Data Analysis 3
Robotics and Automation
This concentration is for students interested in graduate work or employment in robotics or automation areas. To earn a Bachelor of Science degree in Computer Engineering with a robotics and automation concentration, students must complete requirements 1., 2., and 3. above and the following:
1. The following course:
ECE 417 Robotics 4
2. Complete 9 credits from the following: 3
ECE 415 Computer Aided Manufacturing 3
ECE 416 Digital Control 4
ECE 430 Embedded Cyber-Physical Systems 3
ECE 431 Smart Sensors Systems 3
ECE 434 Autonomous Vehicles 3
ECE 466 Digital Signal Processing
Smart Systems
This concentration is for students interested in the design and implementation of smart devices and systems for graduate work or employment in consumer electronics, wearables, and internet of things (IoT) fields. To earn a Bachelor of Science degree in Computer Engineering with a smart systems concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least 13 credits from the following:
CSE 404 Introduction to Machine Learning 3
CSE 420 Computer Architecture 3
CSE 440 Introduction Artificial Intelligence 3
CSE 476 Mobile Application Development 3
CSE 482 Big Data Analysis 3
ECE 410 VLSI Design 4
ECE 411 Electronic Design Automation 4
ECE 430 Embedded Cyber-Physical Systems 4
ECE 431 Smart Sensors Systems 3
ECE 445 Biomedical Instrumentation 3
ECE 466 Digital Signal Processing 3
Software Systems
This concentration is for students wishing to focus on software development for graduate work or employment in embedded systems, cloud services and other software intensive fields. To earn a Bachelor of Science degree in Computer Engineering with a software systems concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least 13 credits from the following:
CSE 410 Operating Systems 3
CSE 415 Introduction to Parallel Programming 3
CSE 435 Software Engineering 3
CSE 450 Translation of Programming Languages 3
CSE 476 Mobile Application Development 3
ECE 430 Embedded Cyber-Physical Systems 4

Electrical Engineering

The program provides both required and elective studies in communications, computers, control systems, electromagnetics, electronics, materials processing, power, signals, solid state, and biomedical engineering. It places emphasis on the fundamentals of science and mathematics and their application to the solution of contemporary problems that are within the purview of professional electrical engineers. The program is designed to establish a sound scientific basis for continuous growth in professional competence.

The Bachelor of Science Degree program in Electrical Engineering is accredited by the Engineering Accreditation Commission of ABET, www.abet.org.

Requirements for the Bachelor of Science Degree in Electrical Engineering

  1. The University requirements for bachelor's degrees as described in the Undergraduate Education section of this catalog; 128 credits, including general elective credits, are required for the Bachelor of Science degree in Electrical Engineering.
    The University's Tier II writing requirement for the Electrical  Engineering major is met by completing Electrical and Computer  Engineering 480.  That course is referenced in item 3. c. below.
    Students who are enrolled in the College of Engineering may complete the alternative track to Integrative Studies in Biological and Physical Sciences that is described in item 1. under the heading Graduation Requirements for All Majors in the College statement.  Certain courses referenced in requirement 3. below may be used to satisfy the alternative track.
  2. The requirements of the College of Engineering for the Bachelor of Science degree.
    The credits earned in certain courses referenced in requirement 3. below may be counted toward College requirements as appropriate.
  3. The following requirements for the major:
    a. One of the following courses (1 credit):
    CEM 161 Chemistry Laboratory I 1
    PHY 191 Physics Laboratory for Scientists, I 1
    b. All of the following courses (38 credits):
    ECE 201 Circuits and Systems I 3
    ECE 202 Circuits and Systems II 3
    ECE 203 Electric Circuits and Systems Laboratory 1
    ECE 230 Digital Logic Fundamentals 3
    ECE 280 Electrical Engineering Analysis 3
    ECE 302 Electronic Circuits 3
    ECE 303 Electronics Laboratory 1
    ECE 305 Electromagnetic Fields and Waves I 4
    ECE 313 Control Systems 3
    ECE 320 Energy Conversion and Power Electronics 3
    ECE 331 Microprocessors and Digital Systems 4
    ECE 366 Introduction to Signal Processing 3
    ECE 377 Principles of Electronic Devices 3
    ECE 390 Ethics, Professionalism and Contemporary Issues 1
    c. One of the following courses (4 credits):
    ECE 480 Senior Design 4
    ECE 489 Independent Senior Design 4
    d. Complete a minimum of 18 credits including at least 12 credits from the focus areas below. The 12 credits must include at least one laboratory course (ECE 402, 404, 405, 407, 410, 415, 417, 420, 430, 431, 445, 458, 476, 477) and at least one 3 or 4 credit course from two different focus areas. Additional credits to meet the 18 credit requirement may be taken from MTH 314, any 400-level engineering course or by completing an approved 3 or 4 credit experiential education experience obtained in a minimum of three out-of-classroom experiences through engineering cooperative education or independent study. Students interested in the experiential education experience must contact the department for approval. Courses at the 400-level outside of Electrical and Computer Engineering may have restrictions or require additional prerequisites not included within this degree program.
    Computing and Electronics
    ECE 410 VLSI Design 4
    ECE 430 Embedded Cyber-Physical Systems 4
    ECE 431 Smart Sensor Systems 3
    ECE 434 Autonomous Vehicles 3
    ECE 442 Introduction to Communication Networks 3
    ECE 445 Biomedical Instrumentation 3
    ECE 456 Introduction to Communication and Network Security 3
    Electrosciences
    ECE 404 Radio Frequency Electronic Circuits 4
    ECE 405 Electromagnetic Fields and Waves II 4
    ECE 407 Electromagnetic Compatibility 4
    ECE 447 Introduction to Biomedical Imaging 3
    ECE 449 Fundamentals of Acoustics 3
    ECE 476 Electro-Optics 4
    ECE 477 Microelectronic Fabrication 3
    Systems
    ECE 415 Computer Aided Manufacturing 3
    ECE 416 Digital Control 3
    ECE 417 Robotics 4
    ECE 420 Machines and Power Laboratory 1
    ECE 423 Power System Analysis 3
    ECE 424 Electrical Drives 3
    ECE 425 Solid State Power Conversion 3
    ECE 446 Biomedical Signal Processing 3
    ECE 448 Modeling and Analysis of Bioelectrical Systems 3
    ECE 457 Communication Systems 3
    ECE 458 Communication Systems Laboratory 1
    ECE 466 Digital Signal Processing 3
Concentrations
The department offers the following concentrations to students wishing an area of specialization in their degree. Concentrations are available to, but not required of, any student enrolled in the Bachelor of Science Degree in Electrical Engineering.  Courses completed to satisfy requirement 3. above may also be used to satisfy the requirements of a concentrations.  NOTE: Completing the Bachelor of Science degree in Electrical Engineering with a concentration may require more than 128 credits.  Upon completion of the required courses for a concentration, certification will appear on the student’s official transcript.
Biomedical Engineering
This concentration is for students who plan to pursue graduate work in biomedical areas or seek employment in selected medical-related areas.
To earn a Bachelor of Science degree in Electrical Engineering with a biomedical engineering concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete 6 credits from the following courses:
ANTR 350 Human Gross Anatomy for Pre-Health Professionals 3
BS 161 Cell and Molecular Biology 3
PSL 250 Introductory Physiology 4
PSL 310 Physiology for Pre-Health Professionals 4
2. Complete 9 credits from the following courses:
BE 444 Biosensors for Medical Diagnostics 3
ECE 445 Biomedical Instrumentation 3
ECE 446 Biomedical Signal Processing 3
ECE 447 Introduction to Biomedical Imaging 3
ECE 448 Modeling and Analysis of Bioelectrical Systems 3
ECE 449 Fundamentals of Acoustics 3
Students may enroll in 3 or 4 credits of ECE 490 or 491 with biomedical engineering content as approved by the student's advisor for partial fulfillment of this requirement.
Digital Systems and Internet of Things
This concentration is for students interested in graduate work or employment in the world of digital hardware, software and systems within the internet of things (IoT) industry. To earn a Bachelor of Science degree in Electrical Engineering with a Digital Systems and IoT concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least four courses from the following:
CSE 231 Introduction to Programming I 4
ECE 411 Electronic Design Automation 4
ECE 430 Embedded Cyber-Physical Systems 4
ECE 431 Smart Sensors Systems 3
ECE 442 Introduction to Communication Networks 3
ECE 456 Introduction to Communication and Network Security 3
ECE 466 Digital Signal Processing 3
Electromagnetics, Acoustics and Optics
This concentration is for students interested in graduate work or employment in areas related to electromagnetics, acoustics and optics. To earn a Bachelor of Science degree in Electrical Engineering with an EM, Acoustics and Optics concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least four courses from the following:
ECE 405 Electromagnetic Fields and Waves II 4
ECE 407 Electromagnetic Compatibility 4
ECE 447 Introduction to Biomedical Imaging 3
ECE 449 Fundamentals of Acoustics 3
ECE 476 Electro-Optics 4
Radio Frequency and Wireless Technologies
This concentration is for students interested in radio frequency technologies and the theories and principles of electronic communication and networking for graduate work or employment in areas related to wireless communication. To earn a Bachelor of Science degree in Electrical Engineering with an RF and Wireless concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Completion at least four courses from the following:
ECE 404 Radio Frequency Electronic Circuits 4
ECE 405 Electromagnetic Fields and Waves II 4
ECE 407 Electromagnetic Compatibility 4
ECE 442 Introduction to Communication Networks 3
ECE 457 Communication Systems 3
Robotics and Automation
This concentration is for students interested in graduate work or employment in robotics or automation areas. To earn a Bachelor of Science degree in Electrical Engineering with a robotics and automation concentration, students must complete requirements 1., 2., and 3. above and the following:
1. The following course:
ECE 417 Robotics 4
2. Complete 9 credits from the following:
ECE 415 Computer Aided Manufacturing 3
ECE 416 Digital Control 3
ECE 430 Embedded Cyber-Physical Systems 4
ECE 431 Smart Sensors Systems 3
ECE 434 Autonomous Vehicles 3
ECE 466 Digital Signal Processing 3
Microelectronics
This concentration is for students interested in graduate work in electronic materials, devices or circuits or employment in the semiconductor industry. To earn a Bachelor of Science degree in Electrical Engineering with a Microelectronics concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least four courses from the following:
ECE 404 Radio Frequency Electronic Circuits 4
ECE 410 VLSI Design 4
ECE 425 Solid State Power Conversion 3
ECE 476 Electro-Optics 4
ECE 477 Microelectronic Fabrication 3
Smart Devices
This concentration is for students interested in the design and implementation of smart devices and systems for graduate work or employment in consumer electronics and wearables fields. To earn a Bachelor of Science degree in Electrical Engineering with a Smart Devices concentration, students must complete requirements 1., 2., and 3. above and the following:
1. Complete at least four courses from the following:
ECE 410 VLSI Design 4
ECE 411 Electronic Design Automation 4
ECE 416 Digital Control 3
ECE 431 Smart Sensors Systems 3
ECE 445 Biomedical Instrumentation 3
ECE 477 Microelectronic Fabrication 3

Linked Bachelor's-Master's Degree in Computer Science

Bachelor of Science Degree in Computer Engineering

Master of Science Degree in Computer Science

 

The department welcomes applications from Michigan State University Computer Engineering undergraduate students in their junior and senior year.  Admission applications must be made during the prior spring semester for an anticipated spring graduation or the prior fall semester for an anticipated fall graduation to allow admission before the final semester as a Computer Engineering undergraduate.  Admission to the program requires a minimum undergraduate grade-point average of 3.5 and an approved program of study for the Master of Science degree in Computer Science at the time of admission. Admission to the Linked Bachelor’s-Master’s program allows the application of up to 9 credits toward the master's program for qualifying 400-level and above course work taken at the undergraduate level at Michigan State University or an external accredited institution. The number of approved credits, not to exceed 9, are applied toward the credit requirement of the master's degree. Credits applied to the Linked Bachelor's-Master's program are not eligible to be applied to any other graduate degree program.


Linked Bachelor's-Master's Degree in Electrical and Computer Engineering

Bachelor of Science Degree in Computer Engineering

Master of Science Degree in Electrical and Computer Engineering

 

The department welcomes applications from Michigan State University Computer Engineering undergraduate students in their junior and senior year.  Admission applications must be made during the prior spring semester for an anticipated spring graduation or the prior fall semester for an anticipated fall graduation to allow admission before the final semester as a Computer Engineering undergraduate.  Admission to the program requires a minimum undergraduate grade-point average of 3.5 and an approved program of study for the Master of Science degree in Electrical and Computer Engineering at the time of admission. Admission to the Linked Bachelor’s-Master’s program allows the application of up to 9 credits toward the master's program for qualifying 400-level and above course work taken at the undergraduate level at Michigan State University or an external accredited institution. The number of approved credits, not to exceed 9, are applied toward the credit requirement of the master's degree. Credits applied to the Linked Bachelor's-Master's program are not eligible to be applied to any other graduate degree program.


Linked Bachelor's-Master's Degree in Electrical and Computer Engineering

Bachelor of Science Degree in Electrical Engineering
Master of Science Degree in Electrical and Computer Engineering

The department welcomes applications from Michigan State University Electrical Engineering undergraduate students in their junior and senior year.  Admission applications must be made during the prior spring semester for an anticipated spring graduation or the prior fall semester for an anticipated fall graduation to allow admission before the final semester as a Electrical Engineering undergraduate.  Admission to the program requires a minimum undergraduate grade-point average of 3.5 and an approved program of study for the Master of Science degree in Electrical and Computer Engineering at the time of admission. Admission to the Linked Bachelor’s-Master’s program allows the application of up to 9 credits toward the master's program for qualifying 400-level and above course work taken at the undergraduate level at Michigan State University or an external accredited institution. The number of approved credits, not to exceed 9, are applied toward the credit requirement of the master's degree. Credits applied to the Linked bachelor's-Master's program are not eligible to be applied to any other graduate degree program.

Graduate Study

The Department of Electrical and Computer Engineering offers programs leading to the Master of Science and Doctor of Philosophy degrees.  Graduate study is available in research areas such as: computer engineering including computer architecture, computer networks, and VLSI/microelectronics; electrosciences including electromagnetics, electronic materials and devices, and non-destructive evaluation; systems including control and robotics, and power as well as systems including signal processing, communications, and biomedical engineering.  An interdisciplinary approach marks many of the research projects and helps prepare students for leadership roles in industrial or academic research. A Graduate Certificate in Secure and Connected Cyber-Physical Systems and a Graduate Certificate in Semiconductor Manufacturing, Processing, and Devices are also available.

 


Electrical and Computer Engineering - Master of Science

In addition to meeting the requirements of the university and of the College of Engineering, students must meet the requirements specified below.

Admission

Applicants for admission should possess a Bachelor of Science degree in electrical engineering or a related field such as physics, mathematics, or computer science, and should have a grade–point average that would indicate  success in graduate study. 

Students who are admitted without a Bachelor of Science degree in electrical engineering may be required to complete collateral courses. International applicants are required to submit Graduate Record Examination General Test scores.

Requirements for the Master of Science Degree in Electrical and Computer Engineering

The student must complete a total of 30 credits under either Plan A (with thesis) or Plan B (without thesis) and meet the requirements specified below:

Requirements for Both Plan A and Plan B:
1. Core Courses.  Complete a minimum of four Electrical and Computer Engineering courses at the 800 or 900-level totaling at least 12 credits. Two of the courses must be selected from the following:
ECE 821 Advanced Power Electronics and Applications 3
ECE 830 Embedded Cyber-Physical Systems 3
ECE 835 Advanced Electromagnetic Fields and Waves I 3
ECE 842 Performance Modeling of Communication Networks 3
ECE 851 Linear Systems and Control 3
ECE 863 Analysis of Stochastic Systems 3
ECE 874 Physical Electronics 3
Electrical and Computer Engineering 801 cannot be used to fulfill this requirement.
2. Completion of supporting course work outside the department and college at the 400-level and above chosen in consultation with the student's academic advisor. Plan A students must have at least 20 credits at the 800-level or above and Plan B students must have 18 credits at the 800-level or above.
3. Seminar Requirement. First-year graduate students are required to attend seven seminars from the graduate seminar series.
Additional Requirements for Plan A
1. Completion of at least 4 credits of ECE 899 Master's Thesis Research, and no more than 8 credits.
2. Pass an oral examination in defense of the thesis.
Additional Requirements for Plan B
1. Completion of a final examination or evaluation.


Electrical and Computer Engineering - Doctor of Philosophy

Admission

International applicants are required  to submit Graduate Record Examination General Test scores.

Requirements for the Doctor of Philosophy Degree in Electrical and Computer Engineering

In addition to meeting the requirements of the university and of the College of Engineering, students must meet the requirements specified by their guidance committees.

  1. The doctoral program must include a minimum of 36 credits, in addition to 24 credits of Electrical and Computer Engineering 999.
  2. No 800-900 level independent study credits taken beyond the bachelor’s degree may be counted towards the doctoral degree.
  3. A minimum of 3 credits must be taken outside of the College of Engineering in disciplinary areas such as mathematics, statistics, or physics.
  4. All courses that are used to satisfy the requirements for the degree must have been completed under the numerical grading system.
  5. Students may request up to 3 credits of master’s thesis research be applied towards this requirement.
  6. First year graduate students are required to attend seven seminars from the graduate seminar series.


Secure and Connected Cyber-Physical Systems - Graduate Certificate

The Graduate Certificate in Secure and Connected Cyber-Physical Systems is intended for students with interest in the modeling, design, and analysis of secure and networked cyber-physical systems (CPS). The certificate prepares students for both research work as well for jobs in government and industry in secure and connected CPS, which are growing rapidly.

Requirements for the Graduate Certificate in Secure and Connected Cyber-Physical Systems

Students must complete all of the following courses (9 credits):
ECE  816 Cryptography and Network Security 3
ECE  830 Embedded Cyber-Physical Systems 3
ECE  842 Performance Modeling of Communication Networks 3
Students must have a minimum 3.00 grade-point average over the courses applied to the certificate for it to be awarded.

Semiconductor Manufacturing, Processing, and Devices - Graduate Certificate

The Graduate Certificate in Semiconductor Manufacturing, Processing, and Devices is designed to provide students with semiconductor research training that will make them more competitive in the field of semiconductor processing and manufacturing.
 
Requirements for the Graduate Certificate in Semiconductor Manufacturing, Processing, and Devices

Students must complete a minimum of 9 credits from the following courses:

ECE  813 Advanced VLSI Design 3
ECE  832 Analog Integrated Circuit Design 3
ECE  850 Electrodynamics of Plasmas 3
ECE  870 Introduction to Micro-Electro-Mechanical Systems 3
ECE  871 Micro-electro-mechanical Systems Fabrication 3
ECE  874 Physical Electronics 3
ECE  875 Electronic Devices 3
ECE  877 Cleanroom Procedures 3
ECE  931C Properties of Semiconductors 3
ECE  989 Advanced Topics in Plasma 3