Foundations of Advanced Wireless Communication
This course focuses on advanced, yet essential concepts, techniques, and algorithms needed for understanding and designing modern wireless communication systems. You will begin this course by exploring the basics of wireless channels, followed by the need for multi-antenna systems. You will further learn about the two seminal multi-antenna technologies: MIMO and massive MIMO. The first is the basis for 4G systems, and the second is the same for 5G systems.
Monthly Subscription Starting at AED 99 + VAT
- Level Professional
- المدة 43 ساعات hours
- الطبع بواسطة IIT Roorkee
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Offered by
عن
This course focuses on advanced, yet essential concepts, techniques, and algorithms needed for understanding and designing modern wireless communication systems. You will begin this course by exploring the basics of wireless channels, followed by the need for multi-antenna systems. You will further learn about the two seminal multi-antenna technologies: MIMO and massive MIMO. The first is the basis for 4G systems, and the second is the same for 5G systems. You will also learn the multiple access techniques like orthogonal frequency division multiplexing (OFDM) and non-orthogonal multiple access (NOMA) and the basics of mmWave communications .الوحدات
Course Introduction
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3
Videos
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1
Readings
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1
Discussion
1
Discussions
- Meet and Greet
3
Videos
- Course Introduction
- MYI - Prof Ekant
- MYI - Prof Abhay
1
Readings
- Course Overview
Introduction
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3
Videos
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1
Readings
3
Videos
- Wireless Communication - Introduction
- Physical Modeling for Wireless Channels
- Baseband and Passband Representation
1
Readings
- Essential Reading: Introduction to Wireless Communication
Bit-Error Analysis
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3
Videos
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2
Readings
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1
Discussion
1
Discussions
- Introduction to MATLAB
3
Videos
- Rayleigh Fading Channels
- Bit Error Rate of Wireless/Wired Channel
- Deep Fade and Probability of Error Analysis
2
Readings
- Essential Reading: Bit-Error Analysis
- Recommended Reading: Bit-Error Analysis
Channel Characteristics
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3
Videos
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1
Readings
3
Videos
- Delay Spread of a Multipath Wireless Channel
- Coherence Bandwidth and Inter-Symbol Interference
- Doppler Spread and Coherence Time
1
Readings
- Essential Reading: Channel Characteristics
Week 1 Practice Quiz
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1
Assignment
1
Assignment
- Wireless Communication Basics
Week 1 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Wireless Communication Basics
Live Session
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1
Readings
1
Readings
- Live Session 1
Receive/Transmit Diversity and Combining
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5
Videos
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1
Readings
5
Videos
- Introduction to Multi-Antenna Diversity
- Receive Diversity: Single-Input Multiple-Output (SIMO)
- BER of SIMO with Maximal-Ratio-Combining
- Receive Combining Techniques
- MISO and MIMO Wireless System
1
Readings
- Essential Reading: Receive/Transmit Diversity and Combining
Wired Channel
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2
Videos
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1
Readings
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1
Discussion
1
Discussions
- BER of AWGN and Rayleigh Channel
2
Videos
- Capacity of SISO Additive White Gaussian Noise (AWGN) Channel
- Capacity of Multi-Antenna AWGN and Wireless Channels
1
Readings
- Essential Reading: Wired Channel
Slow/Fast-Fading Channel
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2
Videos
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1
Readings
2
Videos
- Capacity of Slow-Fading Channels
- Capacity of Fast-Fading Channels
1
Readings
- Essential Reading: Slow/Fast-Fading Channel
Week 2 Practice Quiz
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1
Assignment
1
Assignment
- Multi-Antenna System and Capacity of Multi-Antenna System - Part 1
Week 2 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Multi-Antenna System and Capacity of Multi-Antenna System - Part 1
Multiple-Input Multiple-Output (MIMO) Channel
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3
Videos
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1
Readings
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1
Discussion
1
Discussions
- SNR with MIMO Receivers
3
Videos
- Capacity of Fixed MIMO Channel with Transmit Channel State Information (CSI)
- Capacity of Fixed MIMO Channel Without Transmit CSI
- Optimal and Suboptimal MIMO Receivers
1
Readings
- Essential Reading: Multiple-Input Multiple-Output (MIMO) Channel
Impact of Transmit Power and Number of Antennas
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5
Videos
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1
Readings
5
Videos
- Introduction to Cellular Networks
- Spectral Efficiency (SE) of Two-Cell Two-User Single-Antenna System
- SE of MIMO Base Station (BS) for LoS Channel: Part 1
- SE of MIMO BS for LoS Channel: Part 2
- SE of Non-LoS Channel with MIMO BS
1
Readings
- Essential Reading: Impact of Transmit Power and Number of Antennas
Space Division Multiple Access
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2
Videos
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1
Readings
2
Videos
- Multiuser MIMO
- Spectral Efficiency of Multiuser MIMO for LoS and NLoS
1
Readings
- Essential Reading: Space Division Multiple Access
Week 3 Practice Quiz
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1
Assignment
1
Assignment
- Space Division Multiple Access
Week 3 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Capacity of Multi-Antenna System - Part 2 and Spectral Efficiency
Live Session
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1
Readings
1
Readings
- Live Session 2
Lesson: Project I (Week 1-Week 3)
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1
Assignment
1
Assignment
- Comprehensive Evaluation of Fundamentals of Wireless Communication
Introduction
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1
Videos
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1
Readings
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1
Discussion
1
Discussions
- mmWave System
1
Videos
- Massive MIMO Fundamentals
1
Readings
- Essential Reading: Introduction to Massive Multiple-Input Multiple-Output
Channel Estimation
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4
Videos
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1
Readings
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1
Discussion
1
Discussions
- BER of Rayleigh Flat-Fading Channel Under QPSK Modulation
4
Videos
- Basics of Channel Estimation
- Channel Estimation of Multicell Multiuser System
- Element Wise-MMSE, LS, and Other Channel Estimation Techniques
- Spectral Efficiency Analysis
1
Readings
- Essential Reading: Channel Estimation
Live Session - 3
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1
Videos
1
Videos
- Live Session-3
mmWave System
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3
Videos
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2
Readings
3
Videos
- mmWave System and Challenges
- mmWave Channel Model
- mmWave Design Considerations
2
Readings
- Essential Reading: mmWave System
- Recommended Reading: mmWave System
Beamforming
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3
Videos
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2
Readings
3
Videos
- Architecture
- System Model
- Objectives and Algorithms
2
Readings
- Essential Reading: Beamforming
- Recommended Reading: Beamforming
Week 4 Practice Quiz
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1
Assignment
1
Assignment
- Massive MIMO, mmWave System and Beamforming
Week 4 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Massive MIMO, mmWave System and Beamforming
Introduction
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2
Videos
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1
Readings
2
Videos
- Motivation
- Working Principle
1
Readings
- Essential Reading: Introduction to Orthogonal Frequency Division Multiplexing
Multi-Carrier Modulated (MCM) System
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3
Videos
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1
Readings
3
Videos
- Multi-Carrier Modulated System
- A Sampled MCM System
- Cyclic Prefix
1
Readings
- Essential Reading: Multi-carrier Modulated (MCM) System
OFDM System
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4
Videos
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2
Readings
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1
Discussion
1
Discussions
- OFDM System Design
4
Videos
- System Model
- Error Analysis
- MIMO-OFDM
- Realization Challenges
2
Readings
- Essential Reading: OFDM System
- Recommended Reading: OFDM System
Week 5 Practice Quiz
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1
Assignment
1
Assignment
- Orthogonal Frequency Division Multiplexing (OFDM)
Week 5 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Orthogonal Frequency Division Multiplexing (OFDM)
Live Session
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1
Readings
1
Readings
- Live Session 3
NOMA Basics
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3
Videos
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1
Readings
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1
Discussion
1
Discussions
- Non-Orthogonal Multiple Access (NOMA)
3
Videos
- Motivation of NOMA
- Two-User NOMA
- Achievable Throughput
1
Readings
- Essential Reading: NOMA Basics
NOMA Advancements
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3
Videos
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2
Readings
3
Videos
- Multi-User NOMA
- MIMO NOMA
- Code-Domain NOMA
2
Readings
- Essential Reading: NOMA Advancements
- Recommended Reading: NOMA Advancements
Week 6 Practice Quiz
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1
Assignment
1
Assignment
- Non-Orthogonal Multiple Access (NOMA)
Week 6 Graded Quiz
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1
Assignment
1
Assignment
- Graded Quiz: Non-Orthogonal Multiple Access (NOMA)
Lesson: Project II
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2
Assignment
2
Assignment
- Concepts in Week 4-Week 6
- mmWave Beamforming, OFDM System, and NOMA System
Conclusion
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1
Videos
1
Videos
- Course Wrap-Up
Auto Summary
Elevate your understanding of modern wireless communication with the "Foundations of Advanced Wireless Communication" course, designed for professionals in the Science & Engineering field. This comprehensive program delves into advanced concepts and essential techniques needed to design and comprehend contemporary wireless systems. Guided by expert instructors from Coursera, you'll start with the fundamentals of wireless channels and progress to the critical role of multi-antenna systems. Explore pivotal technologies such as MIMO, the backbone of 4G, and massive MIMO, the cornerstone of 5G networks. Gain in-depth knowledge of multiple access techniques, including orthogonal frequency division multiplexing (OFDM) and non-orthogonal multiple access (NOMA). Additionally, you'll uncover the basics of mmWave communications, crucial for cutting-edge wireless advancements. The course spans an extensive duration of 2580 minutes, offering two subscription options: Starter and Professional, tailored to fit different learning needs. Ideal for advanced learners and professionals seeking to deepen their expertise, this course provides the tools and insights necessary to excel in the rapidly evolving wireless communication landscape.
Abhay Kumar Sah
Ekant Sharma