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Communications Engineering Lab - KIT

Online Lecture "Channel Coding: Graph-based Codes"

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Last updated on Sep 29, 2022
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These are video recordings of the lecture "Channel Coding: Graph-based Codes" that was taught as an elective course in the winter term 2021/2022 at Karlsruhe Institute of Technology (KIT) in Karlsruhe, Germany in the curriculum of the M.Sc. course "Electrical Engineering & Information Technology"
Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 0, Vid. 1, "Organization of the lecture"
13:52
Lecture "Channel Coding: Graph-based Codes", Chapter 0, Vid. 1, "Organization of the lecture"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 0, Vid. 2, "Goals and Motivation"
1:08:16
Lecture "Channel Coding: Graph-based Codes", Chapter 0, Vid. 2, "Goals and Motivation"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 1, Vid. 1, "Channel Models"
1:29:28
Lecture "Channel Coding: Graph-based Codes", Chapter 1, Vid. 1, "Channel Models"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 1, "Fields and Field Algebra"
16:06
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 1, "Fields and Field Algebra"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 2, "Introduction to Codes"
11:46
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 2, "Introduction to Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 3, "Block Codes"
43:55
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 3, "Block Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 4, "Decoding Codes"
29:28
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 4, "Decoding Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 5, "Theoretical Performance Limits"
1:35:21
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 5, "Theoretical Performance Limits"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 6, "Information Theory"
1:07:15
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 6, "Information Theory"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 7, "Capacity of Common Channels"
44:14
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 7, "Capacity of Common Channels"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 8, "Finite-length Information Theory"
1:43:22
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 8, "Finite-length Information Theory"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 9, "Decoding of Some Codes"
27:54
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 9, "Decoding of Some Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 10, "Linear Block Codes"
46:16
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 10, "Linear Block Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 11, "Weight Enumerating Functions"
36:36
Lecture "Channel Coding: Graph-based Codes", Chapter 2, Vid. 11, "Weight Enumerating Functions"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 1, "Parity-check Codes"
45:49
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 1, "Parity-check Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 2, "MAP and ML Decoding and the BEC"
34:08
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 2, "MAP and ML Decoding and the BEC"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 3, "LDPC Codes"
22:18
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 3, "LDPC Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 4, "Tanner Graph Representation"
26:59
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 4, "Tanner Graph Representation"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 5, "Message Passing Decoders"
18:06
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 5, "Message Passing Decoders"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 6, "Bipolar Bit Representation"
7:18
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 6, "Bipolar Bit Representation"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 7, "Log-likelihood Ratios"
29:22
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 7, "Log-likelihood Ratios"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 8, "Log-likelihood Ratios & LDPC Codes"
26:37
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 8, "Log-likelihood Ratios & LDPC Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 9, "LDPC Decoding - Sum-product Algo."
31:30
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 9, "LDPC Decoding - Sum-product Algo."

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 10, "Simplification of Sum-product Dec.
17:59
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 10, "Simplification of Sum-product Dec.

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 11, "Message Passing and the BEC"
26:31
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 11, "Message Passing and the BEC"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 1, "Analysis of Message Passing: BEC"
1:12:29
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 1, "Analysis of Message Passing: BEC"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 2, "Properties of Regular LDPC Codes"
14:39
Lecture "Channel Coding: Graph-based Codes", Chapter 3, Vid. 2, "Properties of Regular LDPC Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 3, "EXIT Charts"
30:12
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 3, "EXIT Charts"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 4, "Irregular LDPC Codes"
52:24
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 4, "Irregular LDPC Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 5, "Stability Condition"
20:37
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 5, "Stability Condition"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 6, "Optimization of Degree Distribution
34:11
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 6, "Optimization of Degree Distribution

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 7, "Convergence on General Channels"
39:12
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 7, "Convergence on General Channels"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 8, "General Channels: EXIT Charts"
15:11
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 8, "General Channels: EXIT Charts"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 9, "Degree Distributions: General Chan.
21:42
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 9, "Degree Distributions: General Chan.

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 10, "LDPC Codes for the BSC"
17:20
Lecture "Channel Coding: Graph-based Codes", Chapter 4, Vid. 10, "LDPC Codes for the BSC"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 1, "Random Construction of Irreg. Codes
34:41
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 1, "Random Construction of Irreg. Codes

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 2, "Error Approxim. of Regular Codes"
54:49
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 2, "Error Approxim. of Regular Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 3, "Error Bound of Regular Codes"
1:18:19
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 3, "Error Bound of Regular Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 4, "Eliminating 4-cycles"
14:43
Lecture "Channel Coding: Graph-based Codes", Chapter 5, Vid. 4, "Eliminating 4-cycles"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 1, "Encoding LDPC Codes"
33:34
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 1, "Encoding LDPC Codes"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 2, "Practical LDPC Code Constructions"
1:05:18
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 2, "Practical LDPC Code Constructions"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 3, "SC-LDPC Codes: Motivation"
26:00
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 3, "SC-LDPC Codes: Motivation"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 4, "SC-LDPC Codes: Density Evolution"
31:35
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 4, "SC-LDPC Codes: Density Evolution"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 5, "SC-LDPC Codes: Burst Erasures"
11:15
Lecture "Channel Coding: Graph-based Codes", Chapter 6, Vid. 5, "SC-LDPC Codes: Burst Erasures"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 1, "Polar Codes: Introduction"
58:21
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 1, "Polar Codes: Introduction"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 2, "Polar Codes: Channel Polarization"
30:56
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 2, "Polar Codes: Channel Polarization"

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Communications Engineering Lab - KIT
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 3, "Polar Codes: Decoding"
1:01:41
Lecture "Channel Coding: Graph-based Codes", Chapter 7, Vid. 3, "Polar Codes: Decoding"

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