Foundations of Advanced Wireless Communication from Coursera

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Syllabus

Getting Started with the Course

This module provides an overview of the course content and structure. In this module, you will learn about the different course elements. In this module, you will get acquainted with your instructor and get an opportunity to introduce yourself and interact with your peers.

Wireless Communication Basics

In this module, you will learn about the basics of wireless communication. We will try to answer a few questions, such as why wireless and what are the applications of different generations of wireless technologies. The module also discusses the system model for a wireless channel which will form the foundation for all mathematics carried out in this course.

Multi-Antenna System

In this module, you will learn about multi-antenna wireless systems. The module will discuss different antenna configuration setups, such as the single-input multiple-outputs (SIMO), multiple-input single-output (MISO), and the multiple-input multiple-outputs (MIMO) . You will learn how to derive the bit-error rate of a multi-antenna system. This module will also discuss various receive combining techniques.

Capacity of Multi-Antenna System - Part 1

This module focuses on the capacity analysis for a multi-antenna system. You will learn how to calculate the capacity of single-input single-output (SISO), single-input multiple-output (SIMO), multiple-input single-output (MISO), and multiple-input multiple-output (MIMO) systems.

Capacity of Multi-Antenna System - Part 2

This module focuses on how received signals are demodulated with and without the channel state information and which kind of receiver performs well under different scenarios. You will also learn about the different channel assumptions, such as fixed channel, no channel information at the transmitter/receiver, slow-fading channel, and fast-fading channel.

Spectral Efficiency

This module will focus on ways to increase a cellular network’s overall throughput. The module analyses the spectral efficiency for different configurations of cellular networks, for example, single/multiple-antenna at the base station, single/multiple users in a cell, and two-cell/multiple-cell in a cellular network . You will gain insights into which network configuration best suits maximizing the area throughput. The impact of the increase in antenna/users/cells will be discussed in detail, with spectral efficiency as the metric. The module will consider different channel settings, such as line-of-sight and non-line-of-sight. Also, you will learn how antenna placement affects channel modeling.

Project I (Week1-Week3)

In this module, you will work on the first project of the course. This project is based on the concepts covered in Week 1-Week 3. This module provides the tasks required to complete the project, instructions to complete and submit the assignment, and the criteria for how your instructor will grade your submission.

Massive Multiple-Input Multiple-Output (MIMO)

This module will act as a bridge between multi-user MIMO and massive MIMO systems. The module will explain when a multi-user MIMO system can be called a massive MIMO system. You will learn about different properties of massive MIMO, for example, channel hardening and favorable propagation. You will learn why channel estimation is an important aspect, mainly when you consider a massive MIMO system. The focus will be on how to calculate an estimate of channels with limited overhead. Further, it will discuss different ways to estimate channels, such as the minimum mean square error (MMSE), least-square (LS), semi-blind, and superimposed channel estimation techniques.

mmWave System

In this module, you will learn the need to shift the operating frequency bands of the upcoming wireless systems towards the mmWave frequency bands. You will also learn the challenges involved in realizing such systems. Subsequently, you will learn to characterize the mmWave channel models, specifically the narrowband and wideband models. Later, you will be exposed to the key design consideration for modeling a mmWave system.

Beamforming

In this module, you will understand the role of beamforming in a wireless system. You will begin by learning the three beamforming architecture types: analog, digital, and hybrid. Subsequently, you will be exposed to modeling the uplink and downlink systems utilizing these beamforming architectures. Lastly, you will comprehend the beamforming objectives and learn a few selected algorithms for achieving the same.

Orthogonal Frequency Division Multiplexing (OFDM)

In this module, you will learn how the channel property changes and causes an inter-symbol interference when we start realizing a wideband system, resulting in severe performance degradation. You will further learn how a multi-carrier modulated system can combat such degradation and pave the way for a widely accepted and commercialized technique known as “orthogonal-frequency division multiplexing (OFDM).” The module will discuss the OFDM system model and its performance characterization. Subsequently, the model will be extended for a multiple-input multiple-output (MIMO) system. You will also learn a few of the selected realization issues of the OFDM system.

Non-Orthogonal Multiple Access (NOMA)

In this module, you will learn how introducing an overlapping (i.e., a non-orthogonal) resource allocation can help in improving the overall throughput of the wireless system. The first part of the module will describe the basics of non-orthogonal multiple access (NOMA), considering a two-user scenario. The focus will be on developing an understanding of its transmitter and receiver structure and the constituent algorithms. Subsequently, the second part of the module will extend the idea to multi-user scenarios and multiple antenna cases. Lastly, this module will discuss a few of the other popular forms of NOMA.

Project II (Week 4-Week 6)

In this module, you will work on the second project of the course. This project is based on the concepts covered in Week 4-Week 6. This project includes two parts: Part I and Part II. Part 1 is an auto-graded quiz. Part II is a staff-graded assignment, which will be evaluated by the instructor.

Good to know

Know what's good

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In-demand for engineers and technologists who want to learn more about modern wireless communication systems

Concepts laid out provide a strong foundation for beginners in the field of wireless communication engineering

Reinforces foundational concepts for advanced learners looking to become experts in the field of wireless communication engineering

Familiarizes learners with requisite theories and equations needed for working in wireless communication engineering

Covers a wide range of relevant topics including broadband, OFDM, multiple-antenna systems, and more

Taught by experienced instructors Ekant Sharma and Abhay Kumar Sah, who are both recognized experts in wireless communication engineering

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Foundations of Advanced Wireless Communication with these activities:

Practice Wireless Channel Modeling

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Practice describing the characteristics and behavior of wireless channels to build a strong foundation for understanding multi-antenna systems.

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Review the basics of wireless channel modeling
Solve practice problems on path loss, shadowing, and fading
Simulate a simple wireless channel using a software tool

Explore MIMO Antenna Configurations

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Familiarize yourself with different MIMO antenna configurations and their impact on system performance to enhance your understanding of multi-antenna systems.

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Find tutorials on MIMO antenna configurations
Learn about the advantages and disadvantages of different configurations
Simulate a simple MIMO system using a software tool

Solve Capacity Analysis Problems for Multi-Antenna Systems

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Enhance your understanding of capacity analysis in multi-antenna systems through practice problems, solidifying your grasp of system performance.

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Review the concepts of capacity and ergodic capacity
Solve practice problems on capacity analysis for different antenna configurations
Analyze the impact of various factors on system capacity

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Solve Beamforming Algorithm Problems

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Enhance your understanding of beamforming algorithms through practice problems, solidifying your ability to design and optimize beamforming systems.

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Review the basics of beamforming and beamforming algorithms
Solve practice problems on different beamforming algorithms
Simulate a beamforming system using a software tool

Explore Massive MIMO Channel Estimation Techniques

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Delve into the techniques used for channel estimation in massive MIMO systems to improve your understanding of system operation and performance.

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Find tutorials on massive MIMO channel estimation techniques
Learn about the different estimation methods and their advantages/disadvantages
Simulate a massive MIMO system with channel estimation using a software tool

Explore OFDM System Implementations

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Gain insights into the practical implementation of OFDM systems through tutorials, enhancing your understanding of system design and optimization.

Browse courses on Wireless Communications

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Find tutorials on OFDM system implementations
Learn about the different implementation techniques
Simulate an OFDM system with different implementation techniques using a software tool

Design a Multi-Antenna System for a Specific Application

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Apply your knowledge of multi-antenna systems to design a system that meets specific requirements, reinforcing your understanding and problem-solving skills.

Browse courses on Wireless Communications

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Identify the application and its requirements
Research and select appropriate antenna configurations
Design the system architecture and simulate its performance
Present your design to a group for feedback

Develop a Simulation Model for a mmWave Communication System

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Build a simulation model to analyze the performance of a mmWave communication system, reinforcing your understanding of system design and behavior.

Browse courses on Wireless Communications

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Research and understand the principles of mmWave communication
Design and implement a simulation model using a software tool
Evaluate the performance of the system under different scenarios
Present your findings and discuss the implications for system design

Career center

Learners who complete Foundations of Advanced Wireless Communication will develop knowledge and skills that may be useful to these careers:

Wireless Communications Engineer

Wireless Communications Engineers design, develop, and test wireless communications systems. They work on a variety of technologies, including cellular networks, Wi-Fi, and satellite communications. This course provides a strong foundation in the fundamentals of wireless communications, including channel modeling, multi-antenna systems, and multiple access techniques. This knowledge is essential for anyone who wants to work in the field of wireless communications.

See salaries and explore the career path for Wireless Communications Engineer

Antenna Design Engineer

Antenna Design Engineers design and develop antennas for a variety of applications, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of antenna design, including antenna theory, antenna modeling, and antenna measurement techniques. This knowledge is essential for anyone who wants to work in the field of antenna design.

See salaries and explore the career path for Antenna Design Engineer

RF Design Engineer

RF Design Engineers design and develop radio frequency (RF) circuits and systems. They work on a variety of applications, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of RF design, including RF circuit theory, RF system design, and RF measurement techniques. This knowledge is essential for anyone who wants to work in the field of RF design.

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Signal Processing Engineer

Signal Processing Engineers design and develop signal processing algorithms and systems. They work on a variety of applications, including wireless communications, radar, and image processing. This course provides a strong foundation in the fundamentals of signal processing, including digital signal processing, statistical signal processing, and image processing. This knowledge is essential for anyone who wants to work in the field of signal processing.

See salaries and explore the career path for Signal Processing Engineer

Data Scientist

Data Scientists collect, analyze, and interpret data to help businesses make better decisions. They work on a variety of applications, including customer relationship management, fraud detection, and risk assessment. This course provides a strong foundation in the fundamentals of data science, including data mining, machine learning, and statistical modeling. This knowledge is essential for anyone who wants to work in the field of data science.

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Software Engineer

Software Engineers design, develop, and test software applications. They work on a variety of applications, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of software engineering, including software design, software development, and software testing. This knowledge is essential for anyone who wants to work in the field of software engineering.

See salaries and explore the career path for Software Engineer

Systems Engineer

Systems Engineers design, develop, and test complex systems. They work on a variety of applications, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of systems engineering, including systems analysis, systems design, and systems testing. This knowledge is essential for anyone who wants to work in the field of systems engineering.

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Technical Writer

Technical Writers create and maintain technical documentation. They work on a variety of topics, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of technical writing, including technical writing style, technical writing tools, and technical writing standards. This knowledge is essential for anyone who wants to work as a Technical Writer.

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Project Manager

Project Managers plan, execute, and control projects. They work on a variety of projects, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of project management, including project planning, project execution, and project control. This knowledge is essential for anyone who wants to work as a Project Manager.

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Quality Assurance Engineer

Quality Assurance Engineers ensure that products and services meet quality standards. They work on a variety of products and services, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of quality assurance, including quality assurance planning, quality assurance testing, and quality assurance reporting. This knowledge is essential for anyone who wants to work as a Quality Assurance Engineer.

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Sales Engineer

Sales Engineers sell products and services to customers. They work on a variety of products and services, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of sales engineering, including sales engineering techniques, sales engineering tools, and sales engineering ethics. This knowledge is essential for anyone who wants to work as a Sales Engineer.

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Marketing Manager

Marketing Managers plan and execute marketing campaigns. They work on a variety of products and services, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of marketing, including marketing strategy, marketing research, and marketing communications. This knowledge is essential for anyone who wants to work as a Marketing Manager.

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Business Analyst

Business Analysts analyze business processes and systems. They work on a variety of projects, including wireless communications, radar, and satellite communications. This course provides a strong foundation in the fundamentals of business analysis, including business analysis techniques, business analysis tools, and business analysis standards. This knowledge is essential for anyone who wants to work as a Business Analyst.

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Product Manager

Product Managers plan and develop products. They work on a variety of products, including wireless communications, radar, and satellite communications. This course may provide some useful knowledge for Product Managers, including product planning, product development, and product marketing. However, a more specialized course in product management would be more beneficial.

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Consultant

Consultants provide advice and guidance to clients on a variety of topics, including wireless communications, radar, and satellite communications. This course may provide some useful knowledge for Consultants, including project management, business analysis, and marketing. However, a more specialized course in consulting would be more beneficial.

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Foundations of Advanced Wireless Communication

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