Deep Learning for Polar Codes over Flat Fading Channels

• Main Authors: Irawan, A., Witjaksono, G., Wibowo, W.K.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2019
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063880108&doi=10.1109%2fICAIIC.2019.8669025&partnerID=40&md5=efcd21cc5d502ef0355d8241b4459b64; http://eprints.utp.edu.my/23564/
• Institution: Universiti Teknologi Petronas

This paper proposes a deep-neural-networks scheme for decoding polar coded short packets. We consider packet transmission over frequency-flat quasi-static Rayleigh fading channels, where the channel coefficient is constant over a packet but changes packet-by-packet. Potential applications of the pro...