Computer engineering

Engineering discipline specializing in the design of computer hardware

"Hardware engineering" redirects here. For engineering other types of hardware, see mechanical engineering. For engineering electrical systems, see electrical engineering.

Computer engineeringOccupation

Names| Computer engineer

Occupation type

| Engineering

Activity sectors

| Information technology, technology industry, engineering industry
Specialty| Hardware engineering, software engineering, software programming, robotics, networking
Description
Competencies| Technical knowledge, hardware design, software design

Fields of
employment

| Science, technology, engineering, industry, computer, exploration

Computer engineering (CoE or CpE) is a branch of electrical engineering that integrates several fields of computer science and electronic engineering required to develop computer hardware and software.[1] Computer engineers not only require training in electronic engineering, software design, and hardware-software integration, but also in software engineering. It uses the techniques and principles of electrical engineering and computer science, but also covers areas such as artificial intelligence (AI), robotics, computer networks, computer architecture and operating systems. Computer engineers are involved in many hardware and software aspects of computing, from the design of individual microcontrollers, microprocessors, personal computers, and supercomputers, to circuit design. This field of engineering not only focuses on how computer systems themselves work, yet it also demands them to integrate into the larger picture.[2] Robots are one of the applications of computer engineering.

Computer Engineering usually deal with areas including writing software and firmware for embedded microcontrollers, designing VLSI chips, designing analog sensors, designing mixed signal circuit boards, and designing operating systems. Computer engineers are also suited for robotics research, which relies heavily on using digital systems to control and monitor electrical systems like motors, communications, and sensors.

In many institutions of higher learning, computer engineering students are allowed to choose areas of in-depth study in their junior and senior year because the full breadth of knowledge used in the design and application of computers is beyond the scope of an undergraduate degree. Other institutions may require engineering students to complete one or two years of general engineering before declaring computer engineering as their primary focus.[3][4][5][6]

File:Dell Dimension C521 Motherboard.jpg

This computer motherboard used in a personal computer is the result of computer engineering efforts.

## Contents

* 1 History
* 1.1 History of computer engineering education
* 2 Education
* 3 Profession: Computer engineer
* 4 Applications and practice
* 4.1 Computer hardware engineering
* 4.2 Computer software engineering
* 4.3 Computer engineering licensing and practice
* 5 Specialty areas
* 5.1 Processor design
* 5.2 Coding, cryptography, and information protection
* 5.3 Communications and wireless networks
* 5.4 Compilers and operating systems
* 5.5 Computational science and engineering
* 5.6 Computer networks, mobile computing, and distributed systems
* 5.7 Computer systems: architecture, parallel processing, and dependability
* 5.8 Computer vision and robotics
* 5.9 Embedded systems
* 5.10 Integrated circuits, VLSI design, testing and CAD
* 5.11 Signal, image and speech processing
* 5.12 Quantum computing
* 6 See also
* 6.1 Related fields
* 6.2 Associations
* 7 References
* 8 External links

## History[edit | edit source]

The Difference Engine, the first mechanical computer.

File:Eniac.jpg

ENIAC, the first electronic computer.

Computer engineering began in 1939 when John Vincent Atanasoff and Clifford Berry began developing the world's first electronic digital computer through physics, mathematics, and electrical engineering. John Vincent Atanasoff was once a physics and mathematics teacher for Iowa State University and Clifford Berry a former graduate under electrical engineering and physics. Together, they created the Atanasoff-Berry computer, also known as the ABC which took 5 years to complete.[7] While the original ABC was dismantled and discarded in the 1940s a tribute was made to the late inventors, a replica of the ABC was made in 1997 where it took a team of researchers and engineers four years and $350,000 to build.[8]

The modern personal computer emerged in the 1970s, after several breakthroughs in semiconductor technology. These include the first working transistor by William Shockley, John Bardeen and Walter Brattain at Bell Labs in 1947,[9] planar process by Jean Hoerni,[10][11] the monolithic integrated circuit chip by Robert Noyce at Fairchild Semiconductor in 1959,[12] the metal-oxide-semiconductor field-effect transistor (MOSFET, or MOS transistor) by Mohamed Atalla and Dawon Kahng at Bell Labs in 1959,[13][14][15] and the single-chip microprocessor (Intel 4004) by Federico Faggin, Marcian Hoff, Masatoshi Shima and Stanley Mazor at Intel in 1971.[16]

### History of computer engineering education[edit | edit source]

The first computer engineering degree program in the United States was established in 1971 at Case Western Reserve University in Cleveland, Ohio.[17] As of 2015[update], there were 250 ABET-accredited computer engineering programs in the U.S.[18] In Europe, accreditation of computer engineering schools is done by a variety of agencies part of the EQANIE network. Due to increasing job requirements for engineers who can concurrently design hardware, software, firmware, and manage all forms of computer systems used in industry, some tertiary institutions around the world offer a bachelor's degree generally called computer engineering. Both computer engineering and electronic engineering programs include analog and digital circuit design in their curriculum. As with most engineering disciplines, having a sound knowledge of mathematics and science is necessary for computer engineers.

## Education[edit | edit source]

Computer engineering is referred to as computer science and engineering at some universities. Most entry-level computer engineering jobs require at least a bachelor's degree in computer engineering (or computer science and engineering). Typically one must learn an array of mathematics such as calculus, algebra and trigonometry and some computer science classes.[citation needed] Degrees in electronic or electric engineering also suffice due to the similarity of the two fields. Because hardware engineers commonly work with computer software systems, a strong background in computer programming is necessary. According to BLS, "a computer engineering major is similar to electrical engineering but with some computer science courses added to the curriculum".[19] Some large firms or specialized jobs require a master's degree.

It is also important for computer engineers to keep up with rapid advances in technology. Therefore, many continue learning throughout their careers. This can be helpful, especially when it comes to learning new skills or improving existing ones. For example, as the relative cost of fixing a bug increases the further along it is in the software development cycle, there can be greater cost savings attributed to developing and testing for quality code as soon as possible in the process, particularly before release.[20]

## Profession: Computer engineer[edit | edit source]

See also: Category:Computer engineers

A person with a profession in computer engineering is called a computer engineer.

Title  | Prefix  | Suffix  | Requirements

|
|
|

Computer engineer  | Engr.  | CpE  | Passed a degree in computer engineering

Institution: Educational Institution (such as College, University)

Certified computer engineer  | Engr.  | CCpE  | Passed a certification exam in computer engineering

Institution: Private institution (such as computer engineering organizations and private companies)

Registered computer engineer  | Engr.  | RCpE  | Passed a licensure exam in computer engineering

Institution: Public Institution (such as Country's Regulatory Board)

Professional computer engineer  | Engr.  | PCpE  | Passed a professional exam in computer engineering, or work experience

Institution: Public or Private Institution

*may vary on region and country.

## Applications and practice[edit | edit source]

The examples and perspective in this section deal primarily with the United States and do not represent a worldwide view of the subject. You may improve this section, discuss the issue on the talk page, or create a new section, as appropriate. (July 2018) (Learn how and when to remove this template message)

|

There are two major focuses in computer engineering: hardware and software.

### Computer hardware engineering[edit | edit source]

Main article: Hardware architect

According to the BLS, Job Outlook employment for computer hardware engineers, the expected ten-year growth from 2019 to 2029 for computer hardware engineering was an estimated 2% and a total of 71,100 jobs. ("Slower than average" in their own words when compared to other occupations)".[21] This is a decrease from the 2014 to 2024 BLS computer hardware engineering estimate of 3% and a total of 77,700 jobs. "[21] and is down from 7% for the 2012 to 2022 BLS estimate[21] and is further down from 9% in the BLS 2010 to 2020 estimate[21]." Today, computer hardware is somehow equal[clarification needed] to electronic and computer engineering (ECE) and has been divided into many subcategories; the most significant[citation needed] is embedded system design.[19]

### Computer software engineering[edit | edit source]

According to the U.S. Bureau of Labor Statistics (BLS), "computer applications software engineers and computer systems software engineers are projected to be among the faster than average growing occupations" The expected ten-year growth as of 2014 for computer software engineering was an estimated seventeen percent and there was a total of 1,114,000 jobs that same year.[22] This is down from the 2012 to 2022 BLS estimate of 22% for software developers.[23][22] And, further down from the 30% 2010 to 2020 BLS estimate.[24] In addition, growing concerns over cybersecurity add up to put computer software engineering high above the average rate of increase for all fields. However, some of the work will be outsourced in foreign countries.[25] Due to this, job growth will not be as fast as during the last decade, as jobs that would have gone to computer software engineers in the United States would instead go to computer software engineers in countries such as India.[26] In addition, the BLS Job Outlook for Computer Programmers, 2014–24 has an −8% (a decline, in their words),[26] a Job Outlook, 2019-29 a -9% (Decline),[27] and a 10% decline for 2021-2031[28] for those who program computers (i.e. embedded systems) who are not computer application developers.[29][30] Furthermore, women in software fields has been declining over the years even faster than other engineering fields.[31]

### Computer engineering licensing and practice[edit | edit source]

Computer engineering is generally practiced within larger product development firms, and such practice may not be subject to licensing.[32][33] However, independent consultants who advertise computer engineering, just like any form of engineering, may be subject to state laws which restrict professional engineer practice to only those who have received the appropriate License.[34][35] National Council of Examiners for Engineering and Surveying (NCEES) first offered a Principles and Practice of Engineering Examination for computer engineering[36] in 2003.

## Specialty areas[edit | edit source]

There are many specialty areas in the field of computer engineering.

### Processor design[edit | edit source]

Main article: Processor design

Processor design process involves choosing an instruction set and a certain execution paradigm (e.g. VLIW or RISC) and results in a microarchitecture, which might be described in e.g. VHDL or Verilog. CPU design is divided into design of the following components: datapaths (such as ALUs and pipelines), control unit: logic which controls the datapaths, memory components such as register files, caches, clock circuitry such as clock drivers, PLLs, clock distribution networks, pad transceiver circuitry, logic gate cell library which is used to implement the logic.

### Coding, cryptography, and information protection[edit | edit source]

Main article: Information security

Source code written in the C programming language.

Computer engineers work in coding, cryptography, and information protection to develop new methods for protecting various information, such as digital images and music, fragmentation, copyright infringement and other forms of tampering. Examples include work on wireless communications, multi-antenna systems, optical transmission, and digital watermarking.[37]

### Communications and wireless networks[edit | edit source]

Main articles: Communications networks and Wireless network

Those focusing on communications and wireless networks, work advancements in telecommunications systems and networks (especially wireless networks), modulation and error-control coding, and information theory. High-speed network design, interference suppression and modulation, design, and analysis of fault-tolerant system, and storage and transmission schemes are all a part of this specialty.[37]

### Compilers and operating systems[edit | edit source]

Main articles: Compiler and Operating system

File:Windows10abstract.png

Windows 10, an example of an operating system.

This specialty focuses on compilers and operating systems design and development. Engineers in this field develop new operating system architecture, program analysis techniques, and new techniques to assure quality. Examples of work in this field include post-link-time code transformation algorithm development and new operating system development.[37]

### Computational science and engineering[edit | edit source]

Main article: Computational science and engineering

Computational science and engineering is a relatively new discipline. According to the Sloan Career Cornerstone Center, individuals working in this area, "computational methods are applied to formulate and solve complex mathematical problems in engineering and the physical and the social sciences. Examples include aircraft design, the plasma processing of nanometer features on semiconductor wafers, VLSI circuit design, radar detection systems, ion transport through biological channels, and much more".[37]

### Computer networks, mobile computing, and distributed systems[edit | edit source]

Main articles: Computer network, Mobile computing, and Distributed computing

In this specialty, engineers build integrated environments for computing, communications, and information access. Examples include shared-channel wireless networks, adaptive resource management in various systems, and improving the quality of service in mobile and ATM environments. Some other examples include work on wireless network systems and fast Ethernet cluster wired systems.[37]

### Computer systems: architecture, parallel processing, and dependability[edit | edit source]

Main articles: Computer architecture, Parallel computing, and Dependability

An example of a computer CPU.

Engineers working in computer systems work on research projects that allow for reliable, secure, and high-performance computer systems. Projects such as designing processors for multi-threading and parallel processing are included in this field. Other examples of work in this field include the development of new theories, algorithms, and other tools that add performance to computer systems.[37]

Computer architecture includes CPU design, cache hierarchy layout, memory organization and load balancing.

### Computer vision and robotics[edit | edit source]

Main articles: Computer vision and Robotics

File:Humanoid Robot (1) ITB 2017.JPG

An example of a humanoid robot.

In this specialty, computer engineers focus on developing visual sensing technology to sense an environment, representation of an environment, and manipulation of the environment. The gathered three-dimensional information is then implemented to perform a variety of tasks. These include improved human modeling, image communication, and human-computer interfaces, as well as devices such as special-purpose cameras with versatile vision sensors.[37]

### Embedded systems[edit | edit source]

Examples of devices that use embedded systems.

Main article: Embedded systems

Individuals working in this area design technology for enhancing the speed, reliability, and performance of systems. Embedded systems are found in many devices from a small FM radio to the space shuttle. According to the Sloan Cornerstone Career Center, ongoing developments in embedded systems include "automated vehicles and equipment to conduct search and rescue, automated transportation systems, and human-robot coordination to repair equipment in space."[37] As of 2018[update], computer embedded systems specializations include system-on-chip design, architecture of edge computing and the Internet of things.

### Integrated circuits, VLSI design, testing and CAD[edit | edit source]

Main articles: Integrated circuit and Very-large-scale integration

This specialty of computer engineering requires adequate knowledge of electronics and electrical systems. Engineers working in this area work on enhancing the speed, reliability, and energy efficiency of next-generation very-large-scale integrated (VLSI) circuits and microsystems. An example of this specialty is work done on reducing the power consumption of VLSI algorithms and architecture.[37]

### Signal, image and speech processing[edit | edit source]

Main articles: Signal processing, Image processing, and Speech processing

Computer engineers in this area develop improvements in human-computer interaction, including speech recognition and synthesis, medical and scientific imaging, or communications systems. Other work in this area includes computer vision development such as recognition of human facial features.[37]

### Quantum computing[edit | edit source]

Main article: Quantum computing

## See also[edit | edit source]

### Related fields[edit | edit source]

* Electrical engineering
* Electronic engineering
* Computer science
* Computer programming
* Software development
* Computer network
* Electrical and electronic engineering

### Associations[edit | edit source]

* Association of Computer Engineers and Technicians
* IEEE Computer Society
* Association for Computing Machinery

## References[edit | edit source]

1. ^ IEEE Computer Society; ACM (December 12, 2004). Computer Engineering 2004: Curriculum Guidelines for Undergraduate Degree Programs in Computer Engineering (PDF). p. iii. Retrieved December 17, 2012. "Computer System engineering has traditionally been viewed as a combination of both electronic engineering (EE) and computer science (CS)."
2. ^ Trinity College Dublin. "What is Computer System Engineering". Retrieved April 21, 2006., "Computer engineers need not only to understand how computer systems themselves work but also how they integrate into the larger picture. Consider the car. A modern car contains many separate computer systems for controlling such things as the engine timing, the brakes, and the airbags. To be able to design and implement such a car, the computer engineer needs a broad theoretical understanding of all these various subsystems & how they interact.
3. ^ "Changing Majors @ Clemson". Clemson University. Retrieved September 20, 2011.
4. ^ "Declaring a College of Engineering Major". University of Arkansas. Archived from the original on October 12, 2014. Retrieved September 20, 2011.
5. ^ "Degree Requirements". Carnegie Mellon University. Retrieved September 20, 2011.
6. ^ "Programas de Materias" (in Spanish). Universidad Católica Argentina.
7. ^ "John Vincent Atanasoff - the father of the computer". www.columbia.edu. Retrieved 2017-12-05.
8. ^ "Iowa State replica of first electronic digital computer going to Computer History Museum - News Service - Iowa State University". www.news.iastate.edu. Retrieved 2017-12-05.
9. ^ "1947: Invention of the Point-Contact Transistor". The Silicon Engine. Computer History Museum. Retrieved 9 October 2019.
10. ^ Lojek, Bo (2007). History of Semiconductor Engineering. Springer Science & Business Media. pp. 120 & 321–323. ISBN 9783540342588.
11. ^ Bassett, Ross Knox (2007). To the Digital Age: Research Labs, Start-up Companies, and the Rise of MOS Technology. Johns Hopkins University Press. p. 46\. ISBN 9780801886393.
12. ^ Saxena, Arjun N. (2009). Invention of Integrated Circuits: Untold Important Facts. World Scientific. p. 140\. ISBN 9789812814456.
13. ^ "1960 - Metal Oxide Semiconductor (MOS) Transistor Demonstrated". The Silicon Engine. Computer History Museum.
14. ^ "Who Invented the Transistor?". Computer History Museum. 4 December 2013. Retrieved 20 July 2019.
15. ^ "Triumph of the MOS Transistor". YouTube. Computer History Museum. 6 August 2010. Archived from the original on 2021-12-11. Retrieved 21 July 2019.
16. ^ "1971: Microprocessor Integrates CPU Function onto a Single Chip". Computer History Museum. Retrieved 22 July 2019.
17. ^ "History". engineering.case.edu. Case School of Engineering. January 5, 2017.
18. ^ "Find an ABET-Accredited Program | ABET". main.abet.org. Retrieved 2015-11-29.
19. ^ a b "Computer Hardware Engineers". Bureau of Labor Statistics. January 8, 2014. Retrieved July 20, 2012.
20. ^ "Feabhas_Infographic_FINAL" (PDF). feabhas. Feabhas.
21. ^ a b c d "Computer Hardware Engineers: Occupational Outlook Handbook". U.S. Bureau of Labor Statistics.
22. ^ a b "Software Developers: Occupational Outlook Handbook". U.S. Bureau of Labor Statistics.
23. ^ "Computer Software Engineer". Bureau of Labor Statistics. March 19, 2010. Archived from the original on July 26, 2013. Retrieved July 20, 2012.
24. ^ "Software Developers". Bureau of Labor Statistics. January 8, 2014. Retrieved July 21, 2012.
25. ^ "Tech Companies Want You to Believe America Has a Skills Gap". Bloomberg.com. August 4, 2020.
26. ^ a b "Computer Programmers: Occupational Outlook Handbook". U.S. Bureau of Labor Statistics.
27. ^ "Computer Programmers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics". www.bls.gov.
28. ^ "Computer Programmers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics". www.bls.gov.
29. ^ "Archive By Publication : Beyond the Numbers: U.S. Bureau of Labor Statistics". www.bls.gov.
30. ^ "The Soon-to-Be-Extinct Embedded Software Engineer". designnews.com. May 10, 2018.
31. ^ "hp's Developer Portal | HP International Women's Week: Women in Computer Science dropping since 1980s". developers.hp.com.
32. ^ "General Statute Sections - North Carolina General Assembly". www.ncleg.gov.
33. ^ "G.S. 89C-3". www.ncleg.gov.
34. ^ "§ 89C-23". www.ncleg.gov.
35. ^ "Professional Licensure for Computer Engineers and Software Engineers". IEEE-USA InSight. Retrieved 6 January 2020.
36. ^ PE Electrical and Computer exam, [NCEES ]
37. ^ a b c d e f g h i j "Computer Engineering Overview" (PDF). Sloan Career Cornerstone Center. Archived from the original (PDF) on September 16, 2012. Retrieved July 20, 2012.

## External links[edit | edit source]

* Media related to Computer engineering at Wikimedia Commons

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