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NOC:LDPC and Polar Codes in 5G Standard
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NOC:LDPC and Polar Codes in 5G Standard
by Dr Andrew Thangaraj

This course will introduce the error control codes – Low-Density Parity-Check codes and Polar codes - that have been proposed for 5G cellular communication systems. The emphasis will be on implementing decoders for these codes....

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Program Fee
FREE
About This Course

This course will introduce the error control codes – Low-Density Parity-Check codes and Polar codes - that have been proposed for 5G cellular communication systems. The emphasis will be on implementing decoders for these codes....

Course Curriculum
5 Sections | 37 Lecture | 15h 11min total length
Expand all sections
NOC:LDPC and Polar Codes in 5G Standard

week 0

| 03h 17min total length
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    Additive White Gaussian Noise(AWGN) Channel and BPSK

    18m <?php echo $alt; ?>
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    Bit Error Rate (BER) and Signal to Noise Ratio (SNR)

    16m <?php echo $alt; ?>
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    Error Correction Coding in a Digital Communication System

    13m <?php echo $alt; ?>
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    Complementary Error Function

    8m <?php echo $alt; ?>
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    Simulation of Uncoded BPSK and BER v/s Eb/N0 plot Generation in MATLAB/Octave

    29m <?php echo $alt; ?>
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    n = 3 Repetition Code

    21m <?php echo $alt; ?>
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    Implementation of n = 3 Repetition Code in MATLAB

    14m <?php echo $alt; ?>
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    (7,4) Hamming Code

    17m <?php echo $alt; ?>
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    A Brief Introduction to Linear Block Codes

    31m <?php echo $alt; ?>
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    Simulation of (7,4) Hamming Code in MATLAB

    27m <?php echo $alt; ?>
NOC:LDPC and Polar Codes in 5G Standard

Week 1

| 01h 40min total length
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    Low Density Parity Check Codes: definition, properties and introduction to protograph?

    25m <?php echo $alt; ?>
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    LDPC Codes in 5G: protograph, base matrix, expansion

    15m <?php echo $alt; ?>
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    Encoding LDPC codes in 5G

    20m <?php echo $alt; ?>
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    MATLAB programs for encoding LDPC codes

    39m <?php echo $alt; ?>
NOC:LDPC and Polar Codes in 5G Standard

Week 2

| 04h 54min total length
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    Log-Likelihood Ratio and Soft Input and Soft Output (SISO) Decoder for the Repetition Code??

    39m <?php echo $alt; ?>
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    Soft Input and Soft Output (SISO) Decoder for the Single Parity Check(SPC) Code

    29m <?php echo $alt; ?>
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    Illustration of SISO decoder for (3,2) SPC code and min-sum approximation

    22m <?php echo $alt; ?>
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    SISO decoder for a general (n,n-1) SPC code

    18m <?php echo $alt; ?>
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    Soft-Input Soft-Output Iterative Message Passing Decoder for LDPC Codes?

    25m <?php echo $alt; ?>
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    A Toy Example Illustration of the SISO MInsum Iterative Message Passing Decoder

    18m <?php echo $alt; ?>
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    Modifications to the Decoder: Layered Decoding and Offset

    28m <?php echo $alt; ?>
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    Implementation of SISO Layered Minsum Iterative Message Passing Decoder in MATLAB

    53m <?php echo $alt; ?>
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    Debugging and Improvements to the MATLAB Implementation

    21m <?php echo $alt; ?>
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    Rate Matching in LDPC Codes using Puncturing and Shortening

    18m <?php echo $alt; ?>
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    Implementation of Fixed Point Quantization and Offset Minsum in the Decoder

    20m <?php echo $alt; ?>
NOC:LDPC and Polar Codes in 5G Standard

Week 3

| 03h 35min total length
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    Introduction to Polar Codes: Polar Transform

    23m <?php echo $alt; ?>
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    Channel Polarization, Definition of (N,K) Polar Code and Encoding

    25m <?php echo $alt; ?>
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    MATLAB Implementation for Encoding Polar Codes

    24m <?php echo $alt; ?>
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    Successive Cancellation(SC) Decoder for Polar Codes: Illustration of its Building Blocks with N=2,4

    32m <?php echo $alt; ?>
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    Successive Cancellation(SC) Decoder for a General (N,K) Polar Code

    32m <?php echo $alt; ?>
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    MATLAB Implementation of Successive Cancellation Decoder: Part 1

    37m <?php echo $alt; ?>
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    MATLAB Implementation of Successive Cancellation Decoder: Part 2

    38m <?php echo $alt; ?>
NOC:LDPC and Polar Codes in 5G Standard

Week 4

| 01h 43min total length
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    Successive Cancellation List Decoding

    30m <?php echo $alt; ?>
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    Fixed Point Quantization for SC Decoder and LDPC Decoder

    19m <?php echo $alt; ?>
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    MATLAB Implementation of Successive Cancellation List Decoding

    19m <?php echo $alt; ?>
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    Rate Matching for LDPC codes

    12m <?php echo $alt; ?>
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    Performance Comparison of LDPC codes and Polar Codes in 5G

    21m <?php echo $alt; ?>
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