DNN-Based Physical-Layer Network Coding with Low-Complexity Codec

X Wang, X Xie, W Wang, W Qi, Y He… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Physical-layer network coding (PNC) is considered as a good option given its ability in
doubling the throughput of a two-way relay network (TWRN). In uplink of PNC, two end …

Implementation of DNN-based physical-layer network coding

X Wang, L Lu - IEEE Transactions on Vehicular Technology, 2023 - ieeexplore.ieee.org
Physical-layer network coding (PNC) has been proposed to double the throughput of a
wireless two-way relay network (TWRN) and has been adapted so that it can be applied in …

High-order modulation based on deep neural network for physical-layer network coding

J Park, DJ Ji, DH Cho - IEEE wireless communications letters, 2021 - ieeexplore.ieee.org
Physical-layer network coding (PNC) is an effective technique for enhancing wireless
network throughput. Recently, it has been demonstrated that convolutional autoencoders …

Semantic communication-empowered physical-layer network coding

S Yang, H Pan, TT Chan, Z Wang - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
In a two-way relay channel (TWRC), physical-layer network coding (PNC) doubles the
system throughput by turning superimposed signals transmitted simultaneously by different …

Deep Neural Networks Enhanced Phase Asynchronous Physical-Layer Network Coding

X Wang, L Lu - … on Cyber-Enabled Distributed Computing and …, 2022 - ieeexplore.ieee.org
Physical-layer network coding (PNC) is a promising technique in 6th-generation (6G) that
can enhance the throughput of wireless communication systems, but it suffers from the …

Phase asynchronous physical-layer network coding: Decoder design and experimental study

SS Ullah, SC Liew, L Lu - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
Physical-layer network coding (PNC) channel decoding at the relay is of key importance for
good performance in PNC systems. However, PNC channel decoders can have prohibitive …

Synchronous physical-layer network coding: A feasibility study

Y Huang, S Wang, Q Song, L Guo… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Recently, physical-layer network coding (PNC) attracts much attention due to its ability to
improve throughput in relay-aided communications. However, the implementation of PNC is …

Intelligent communication systems and networks (MLICOM 2017)

X Gu - Wireless Networks, 2019 - Springer
Researches show that with the rapid development of wireless communication technology
and the large increase in the number of wireless users, current wireless communication …

Physical-layer network coding: An efficient technique for wireless communications

P Chen, Z Xie, Y Fang, Z Chen, S Mumtaz… - IEEE …, 2019 - ieeexplore.ieee.org
As a subfield of network coding, PNC can effectively enhance the throughput of wireless
networks by mapping superimposed signals at the receiver to other forms of user messages …

Physical-Layer Network Coding with High-Order Modulations

X Wang, L Lu - Smart Grid and Innovative Frontiers in …, 2018 - Springer
Abstract Physical-Layer Network Coding (PNC) can double the throughput of a Two-Way
Relay Network (TWRN) by reducing packet exchanging timeslots. In a multi-user wireless …