• Post category:StudyBullet-18
  • Reading time:9 mins read


A step by step the Matlab codes for BER/CFO/PAPR estimations of different Comm. systems like OFDM and NOMA Comm. systems

What you will learn

How to estimate the Bit-Error-Rate (BER) performance over a Single-Input-Single-Output Orthogonal Frequency Division Multiplexing (SISO-OFDM) communication system based on Fast Fourier Transform (FFT) over an Additive White Gaussian Noise (AWGN) channel using different mapping schemes?

How to generate a Rayleigh fading channel based on the Jakes fading model?

How to estimate the BER performance over a SISO-OFDM communication system based on FFT over a Rayleigh fading channel without equalization procedure?

How to estimate the BER performance over a SISO-OFDM communication system based on FFT over a Rayleigh fading channel with equalization procedure?

Study the Effect of the Carrier Frequency Offset (CFO) problem.

How to estimate the Mean Square Error (MSE) performance for CFO estimation of OFDM communication system based on FFT Using Cyclic Prefix (CP) symmetry property over an AWGN channel and Rayleigh fading channel?

How to estimate the BER performance over a SISO-OFDM communication system based on Discrete Sine Transform (DST) over an AWGN channel using different mapping schemes?

How to estimate the BER performance over a SISO-OFDM communication system based on DST over a Rayleigh fading channel using different equalizers?

How to estimate the BER performance over a SISO-OFDM communication system based on Discrete Cosine Transform (DCT) over an AWGN channel using different mapping schemes?

How to estimate the BER performance over a SISO-OFDM communication system based on DCT over a Rayleigh fading channel using different equalizers?

A comparison between the BER performance of different SISO-OFDM communication systems based on FFT, DST, and DCT over a Rayleigh fading channel.

How to estimate the Peak-to-Average Power Ratio (PAPR) for OFDM communication system based on FFT?

How to estimate the PAPR for OFDM communication system based on DST?

How to estimate the PAPR for OFDM communication system based on DCT?

A comparison between the PAPR of different OFDM communication systems based on FFT, DST, and DCT will be presented.

The concept of a Nt×Nr configuration, where Nt, is the number of transmitting antennas, and Nr is the number of receiving antennas will be presented.

A general code for BER estimation in case of a Nt×Nr configuration for OFDM communication system based on FFT over a Rayleigh fading channel will be presented.

A general code for BER estimation in case of a Nt×Nr configuration for OFDM communication system based on DST over a Rayleigh fading channel will be presented.

A general code for BER estimation in case of a Nt×Nr configuration for OFDM communication system based on DCT over a Rayleigh fading channel will be presented.

The concepts of the Power Domain Multiplexing (PDM), and Successive Interference Cancellation (SIC) of the Non-Orthogonal Multiple Access (NOMA), which used in the 5G communication systems will be presented.

The differences between the interleaved and localized sub-carrier mapping.

How to estimate the BER performance for a FFT pre-coded downlink NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

How to estimate the BER performance for a DST pre-coded downlink NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

How to estimate the BER performance for a DCT pre-coded downlink NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

How to estimate the BER performance for a DST pre-coded downlink NOMA based on DST-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

How to estimate the BER performance for a DCT pre-coded downlink NOMA based on DCT-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

How to estimate the PAPR for a FFT pre-coded NOMA based on FFT-OFDM communication system using localized sub-carrier mapping?

How to estimate the PAPR for a DST pre-coded NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping?

How to estimate the PAPR for a DCT pre-coded NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping?

How to estimate the PAPR for a DST pre-coded NOMA based on DST-OFDM communication system using localized/interleaved sub-carrier mapping?

How to estimate the PAPR for a DCT pre-coded NOMA based on DCT-OFDM communication system using localized sub-carrier mapping?

Why take this course?

This is course is designed for under and postgraduate students associated to the electronics and communication engineering department. It has 31 introductions , each introduction discusses the theoretical explanation and the simulated figures that obtained through the explanation of the course. This course saves many months of hard work.

Using the Matlab program, you will learn:

1-How to estimate the Bit-Error-Rate (BER) performance over a Single-Input-Single-Output Orthogonal Frequency Division Multiplexing (SISO-OFDM) communication system based on Fast Fourier Transform (FFT) over an Additive White Gaussian Noise (AWGN) channel using different mapping schemes?

2-How to generate a Rayleigh fading channel based on the Jakes fading model?

3-How to estimate the BER performance over a SISO-OFDM communication system based on FFT over a Rayleigh fading channel without equalization procedure?

4-How to estimate the BER performance over a SISO-OFDM communication system based on FFT over a Rayleigh fading channel with equalization procedure?

5-Study the Effect of the Carrier Frequency Offset (CFO) problem.

6-How to estimate the Mean Square Error (MSE) performance for CFO estimation of OFDM communication system based on FFT Using Cyclic Prefix (CP) symmetry property over an AWGN channel and Rayleigh fading channel?

7-How to estimate the BER performance over a SISO-OFDM communication system based on Discrete Sine Transform (DST) over an AWGN channel using different mapping schemes?

8-How to estimate the BER performance over a SISO-OFDM communication system based on DST over a Rayleigh fading channel using different equalizers?

9-How to estimate the BER performance over a SISO-OFDM communication system based on Discrete Cosine Transform (DCT) over an AWGN channel using different mapping schemes?

10-How to estimate the BER performance over a SISO-OFDM communication system based on DCT over a Rayleigh fading channel using different equalizers?

11-How to estimate the Peak-to-Average Power Ratio (PAPR) for OFDM communication system based on FFT?

12-How to estimate the PAPR for OFDM communication system based on DST?


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13-How to estimate the PAPR for OFDM communication system based on DCT?

14-Proposal of a general code for BER estimation in case of a Nt×Nr configuration for OFDM communication system based on FFT/DST/DCT over a Rayleigh fading channel will be presented.

15-How to estimate the BER performance for a FFT/DST/DCT pre-coded downlink NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

16-How to estimate the BER performance for a DST/DCT pre-coded downlink NOMA based on DST/DCT-OFDM communication system, respectively using localized/interleaved sub-carrier mapping over a Rayleigh fading channel?

17-How to estimate the PAPR for a FFT/DST/DCT pre-coded NOMA based on FFT-OFDM communication system using localized/interleaved sub-carrier mapping?

18-How to estimate the PAPR for a DST/DCT pre-coded NOMA based on DST/DCT-OFDM communication system, respectively using localized/interleaved sub-carrier mapping?

English
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Add-On Information:

Alright, fellow engineers, let’s talk about a course that caught my eye: ‘The Complete Matlab Course for Wireless Comm. Engineering’. I’ve spent a fair bit of time in the trenches of wireless development, and anything that promises to bridge the gap between theoretical concepts and practical, industry-standard tools like MATLAB always piques my interest. This course aims to do just that, focusing on estimating key performance metrics for modern wireless systems.

Overview

My initial impression is that this isn’t your typical “learn MATLAB” course that stops at basic plotting. It dives headfirst into the nitty-gritty of wireless communications, specifically tackling the heavy hitters: Bit-Error-Rate (BER), Carrier Frequency Offset (CFO), and Peak-to-Average Power Ratio (PAPR) estimations. The real strength here lies in its focus on concrete implementations for systems like OFDM and NOMA. For anyone looking to go beyond textbook equations and actually simulate and analyze these systems, this course seems to offer a structured path. The promise of step-by-step MATLAB code for these estimations is a significant draw, especially for those who find the transition from theory to code to be a hurdle.

Prerequisites

Before you even think about clicking that enrollment button, let’s be real. You’re going to need a solid foundation in the underlying principles of wireless communications. Think digital signal processing fundamentals, probability and random processes, and a good grasp of modulation and coding schemes. While the course touches on concepts like the Jakes fading model, a prior understanding will make the MATLAB implementation much more intuitive. If you’re a complete beginner to wireless concepts, you might find yourself playing catch-up. Ideally, some prior exposure to MATLAB, even at a basic level, will also be beneficial to hit the ground running with the coding aspects.

Skills & Tools

The primary tool, obviously, is MATLAB, specifically its signal processing and communication toolboxes. The course promises hands-on experience in:

  • Developing MATLAB scripts for BER estimation in various channel conditions (AWGN and Rayleigh fading) for OFDM systems.
  • Implementing equalization techniques to mitigate fading effects.
  • Simulating and analyzing the impact of CFO on OFDM system performance.
  • Estimating Mean Square Error (MSE) for CFO estimation algorithms.
  • Understanding and implementing fading models like the Jakes model.

These are precisely the kinds of hands-on labs that build tangible, job-ready skills.

Career Benefits & Job Roles

This course is a direct investment in career growth for anyone aspiring to work in wireless R&D, system design, or performance analysis. The skills honed here are directly applicable to roles such as:

  • Wireless Systems Engineer
  • RF Design Engineer
  • Communications Algorithm Developer
  • Signal Processing Engineer
  • Telecommunications Researcher

The ability to independently simulate and analyze wireless system performance is a highly sought-after skill, often crucial for certification prep and demonstrating competence in real-world scenarios.

Pros

  • Practical, Code-Centric Learning: The emphasis on step-by-step MATLAB code for complex estimations is a major plus. This isn’t just theory; it’s about building and testing.
  • Relevant System Focus: Tackling OFDM and NOMA systems directly addresses current and future wireless technologies.
  • Comprehensive Metric Coverage: BER, CFO, and PAPR are fundamental performance indicators, making the skills learned widely applicable.

Cons

My biggest reservation is that while the course promises to be “complete,” the depth of coverage on advanced topics like NOMA might be constrained by the overall scope. For instance, a truly in-depth understanding of advanced NOMA power-domain or code-domain techniques might require supplementary learning. The focus seems heavily weighted towards OFDM, which is understandable given its prevalence, but I’d want to ensure the NOMA section provides more than a superficial introduction for those specifically targeting it.

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