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Deep Joint Source-Channel Coding of Images with Feedback

IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020
We consider wireless transmission of images in the presence of channel output feedback, by introducing an autoencoder-based deep joint source-channel coding (JSCC) scheme.
David Burth Kurka, Deniz Gündüz
semanticscholar   +1 more source

Joint Channel Coding and Modulation via Deep Learning

International Workshop on Signal Processing Advances in Wireless Communications, 2020
Channel coding and modulation are two fundamental building blocks of physical layer wireless communications. We propose a neural network based end-to-end communication system, where both the channel coding and the modulation blocks are modeled as neural ...
Yihan Jiang   +5 more
semanticscholar   +1 more source

Channel Codes

Channel coding lies at the heart of digital communication and data storage. Fully updated, including a new chapter on polar codes, this detailed introduction describes the core theory of channel coding, decoding algorithms, implementation details, and performance analyses.
William E. Ryan   +2 more
openaire   +1 more source

Outage-Limit-Approaching Channel Coding for Future Wireless Communications: Root-Protograph Low-Density Parity-Check Codes

IEEE Vehicular Technology Magazine, 2019
A block-fading (BF) channel, also known as a slow-fading channel, is a type of simple and practical channel model that can characterize the primary feature of a number of wireless-communication applications with low to moderate mobility.
Yi Fang   +5 more
semanticscholar   +1 more source

Circular Convolutional Auto-Encoder for Channel Coding

International Workshop on Signal Processing Advances in Wireless Communications, 2019
In this article, we investigate deep auto-encoders for channel coding to combat the curse of dimensionality commonly existing in learning based coding. Inspired by convolutional codes, we use hierarchical convolutional layers in both the encoder and the ...
Hao Ye, Le Liang, Geoffrey Y. Li
semanticscholar   +1 more source

Age-Optimal Channel Coding Blocklength for an M/G/1 Queue with HARQ

International Workshop on Signal Processing Advances in Wireless Communications, 2018
We consider a communication system in which a source transmits information updates to a destination node through a binary erasure channel (BEC). When a packet containing an information update, which consists of a fixed number of information bits, arrives
Hakan Sac   +3 more
semanticscholar   +1 more source

Codes Over Absorption Channels

IEEE Transactions on Information Theory
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zuo Ye, Wenjun Yu, Ohad Elishco
openaire   +1 more source

Joint Optimization of Protograph LDPC Code Pair for Joint Source and Channel Coding

IEEE Transactions on Communications, 2018
Double protograph low-density parity-check code has been shown to be a good solution for joint source-channel coding. Moreover, the source code and channel code (as one code pair) can be jointly optimized to achieve a good bit error rate (BER ...
Chen Chen, Lin Wang, F. Lau
semanticscholar   +1 more source

Channel Coding for Optical Channels

2010
In this chapter, we describe different forward error correction (FEC) schemes currently in use or suitable for use in optical communication systems. We start with the description of standard block codes. The state-of-the-art in optical communication systems standardized by the ITU employ concatenated Bose–Chaudhuri–Hocquenghem (BCH)/RS codes [1, 2 ...
Ivan Djordjevic   +2 more
openaire   +1 more source

Channel Coding Rate in the Finite Blocklength Regime

IEEE Transactions on Information Theory, 2010
Yury Polyanskiy   +2 more
semanticscholar   +1 more source

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