Current - Issue
Original Article
Deep Learning Based Autoencoder Communication System
Dr. Nuthan AC1
Shruthi V2
Niveditha S N3
1 2 3 Department of Electronics and Communication Engineering, GMIT, Bharathinagara, Karnataka, India.
Published Online: July-August 2026
Pages: 46-50
Cite this article
↗ https://www.doi.org/10.59256/ijsreat.20260604004
References
Journal Papers (IEEE)
1. Tim O'Shea and Jakob Hoydis, "An Introduction to Deep Learning for the Physical Layer," in 2024.
2. Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis and Stephan ten Brink, "Deep Learning Based Communication Over the Air, Feb. 2018.
3. Nariman Farsad and Andrea Goldsmith, "Neural Network Detection of Data Sequences in Communication Systems Nov. 2018.
4. Haoran Ye, Geoffrey Ye Li and Biing-Hwang Juang, "Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems.
5. 5Shengli Zhang et al., "Deep Learning Based Modulation Recognition.
Books
1. Deep Learning, by Ian Goodfellow, Yoshua Bengio and Aaron Courville, MIT Press, 2016.
2. Digital Communications, by John G. Proakis and Masoud Salehi, 5th Edition, McGraw-Hill Education, 2008. Wireless Communications, by
Andrea Goldsmith, Cambridge University Press, 2005.
3. Pattern Recognition and Machine Learning, by Christopher M. Bishop, Springer, 2006.
4. Neural Networks and Deep Learning, by Charu C. Aggarwal, Springer, 2018.
1. Tim O'Shea and Jakob Hoydis, "An Introduction to Deep Learning for the Physical Layer," in 2024.
2. Sebastian Dörner, Sebastian Cammerer, Jakob Hoydis and Stephan ten Brink, "Deep Learning Based Communication Over the Air, Feb. 2018.
3. Nariman Farsad and Andrea Goldsmith, "Neural Network Detection of Data Sequences in Communication Systems Nov. 2018.
4. Haoran Ye, Geoffrey Ye Li and Biing-Hwang Juang, "Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems.
5. 5Shengli Zhang et al., "Deep Learning Based Modulation Recognition.
Books
1. Deep Learning, by Ian Goodfellow, Yoshua Bengio and Aaron Courville, MIT Press, 2016.
2. Digital Communications, by John G. Proakis and Masoud Salehi, 5th Edition, McGraw-Hill Education, 2008. Wireless Communications, by
Andrea Goldsmith, Cambridge University Press, 2005.
3. Pattern Recognition and Machine Learning, by Christopher M. Bishop, Springer, 2006.
4. Neural Networks and Deep Learning, by Charu C. Aggarwal, Springer, 2018.
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