Jinxiang Song

Visiting Researcher at Communication Systems

Jinxiang Song is a PhD student in the Communication Systems Group. His research interests are in Machine Learning and Digital Communication.

Source: chalmers.se
Image of Jinxiang Song

Showing 17 publications

2023

Spatial Signal Design for Positioning via End-to-End Learning

Steven Rivetti, José Miguel Mateos Ramos, Yibo Wu et al
IEEE Wireless Communications Letters. Vol. 12 (3), p. 525-529
Journal article
2023

End-to-End Learning for VCSEL-based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities

Muralikrishnan Srinivasan, Jinxiang Song, Alexander Grabowski et al
Journal of Lightwave Technology. Vol. 41 (11), p. 3261-3277
Journal article
2023

Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders

Jinxiang Song, Vincent Lauinger, Christian Häger et al
IET Conference Proceedings. Vol. 2023 (34), p. 1222-1225
Journal article
2023

Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders

Jinxiang Song, Vincent Lauinger, Christian Häger et al
2023 European Conference on Optical Communications, ECOC 2023. Vol. In press
Paper in proceeding
2022

Experimental Demonstration of Learned Pulse Shaping Filter for Superchannels

Zonglong He, Jinxiang Song, Christian Häger et al
2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings
Paper in proceeding
2022

Model-Based End-to-End Learning for WDM Systems With Transceiver Hardware Impairments

Jinxiang Song, Christian Häger, Jochen Schröder et al
IEEE Journal of Selected Topics in Quantum Electronics. Vol. 28 (4)
Journal article
2022

Periodicity-Enabled Size Reduction of Symbol Based Predistortion for High-Order QAM

Zonglong He, Jinxiang Song, Kovendhan Vijayan et al
Journal of Lightwave Technology. Vol. 40 (18), p. 6168-6178
Journal article
2022

Benchmarking and Interpreting End-to-end Learning of MIMO and Multi-User Communication

Jinxiang Song, Christian Häger, Jochen Schröder et al
IEEE Transactions on Wireless Communications. Vol. 21 (9), p. 7287-7298
Journal article
2022

Learning Optimal PAM Levels for VCSEL-based Optical Interconnects

Muralikrishnan Srinivasan, Jinxiang Song, Christian Häger et al
2022 European Conference on Optical Communication, ECOC 2022
Paper in proceeding
2022

End-to-End Learning for Integrated Sensing and Communication

José Miguel Mateos Ramos, Jinxiang Song, Yibo Wu et al
IEEE International Conference on Communications. Vol. 2022-May, p. 1942-1947
Paper in proceeding
2022

Symbol-Based Over-the-Air Digital Predistortion Using Reinforcement Learning

Yibo Wu, Jinxiang Song, Christian Häger et al
IEEE International Conference on Communications. Vol. 2022-May, p. 2615-2620
Paper in proceeding
2021

Symbol-Based Supervised Learning Predistortion for Compensating Transmitter Nonlinearity

Zonglong He, Jinxiang Song, Christian Häger et al
2021 European Conference on Optical Communication, ECOC 2021
Paper in proceeding
2021

End-to-end Autoencoder for Superchannel Transceivers with Hardware Impairments

Jinxiang Song, Christian Häger, Jochen Schröder et al
2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings
Paper in proceeding
2021

Over-the-fiber Digital Predistortion Using Reinforcement Learning

Jinxiang Song, Zonglong He, Christian Häger et al
2021 European Conference on Optical Communication, ECOC 2021
Paper in proceeding
2020

Benchmarking End-to-end Learning of MIMO Physical-Layer Communication

Jinxiang Song, Christian Häger, Jochen Schröder et al
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
Paper in proceeding
2020

Learning Physical-Layer Communication with Quantized Feedback

Jinxiang Song, Bile Peng, Christian Häger et al
IEEE Transactions on Communications. Vol. 68 (1), p. 645-653
Journal article

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Showing 1 research projects

2021–2023

6G Artificial Intelligence Radar

Jinxiang Song Communication Systems
Lennart Svensson Signal Processing
Henk Wymeersch Communication Systems
Christian Häger Communication Systems
Furkan Keskin Communication Systems
Juliano Pinto Signal Processing
Yibo Wu Communication Systems
Chalmers AI Research Centre (CHAIR)

3 publications exist
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