Deep Joint Source-channel Coding for Wireless Image Transmission

We propose a novel joint source and channel coding (JSCC) scheme for wireless image transmission that departs from the conventional use of explicit source and channel codes for compression and error correction, and directly maps the image pixel values to the complex-valued channel input signal. Our...

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Veröffentlicht in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) S. 4774 - 4778
Hauptverfasser:	Bourtsoulatze, Eirina, Kurka, David Burth, Gunduz, Deniz
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.05.2019
Schlagworte:	Bandwidth Channel estimation Deep neural networks Fading channels Image coding Image communication Image reconstruction joint source-channel coding Signal to noise ratio Speech processing Training Wireless communication wireless image transmission
ISSN:	2379-190X
Online-Zugang:	Volltext
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