Research output per year
Research output per year
Personal profile
Teaching Activity
Mobile Data Networks
5G Signal Processing
Digital Communication and Information Theory
Wireless Communication Systems
Contact Details
Research Interests
5G Signal Processing
Optical/RF interface for 5G applications
Fibre-Optic Communication Systems
Detection and Estimation Theory
Machine Learning
Optical implementation of Machine Learning Techniques
Nonlinear Fourier Transform
Nonlinear Systems Dynamics
Digital Signal Processing
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Dive into the research topics where Morteza Kamalian Kopae is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP
Nurlybayeva, K., Argüello Ron, D., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S., 10 Apr 2023, Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). IEEE, p. 753-756 (Asia Communications and Photonics Conference (ACP) Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization
Ron, D. A., Freire, P. J., Prilepsky, J. E., Kamalian-Kopae, M., Napoli, A. & Turitsyn, S. K., 24 May 2022, In: Scientific Reports. 12, 1, 8713.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Noise-Resistant Crowd Equalisation for Optical Communication Systems Based on Machine Learning
Nurlybayeva, K., Ron, D. A., Kamalian-Kopae, M., Turitsyna, E. & Turitsyn, S., 2022, Frontiers in Optics, FiO 2022. FM3D.2. (Optics InfoBase Conference Papers).Research output: Chapter in Book/Published conference output › Conference publication
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On the Impact of the Optical Phase Conjugation on the Computational Complexity of Neural Network-Based Equalisers
Ron, D. A., Nurlybayeva, K., Kamalian-Kopae, M., Ali, A. A., Turitsyna, E. & Turitsyn, S., 18 Sept 2022, 2022 European Conference on Optical Communication, ECOC 2022. IEEE, 4 p. We5.29. (2022 European Conference on Optical Communication, ECOC 2022).Research output: Chapter in Book/Published conference output › Conference publication
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Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems
Kotlyar, O., Kamalian-kopae, M., Pankratova, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 26 Mar 2021, In: Optics Express. 29, 7, p. 11254-11267Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
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Artificial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications
Kamalian Kopae, M. (Creator), Vasylchenkova, A. (Creator), Kotlyar, O. (Creator), Pankratova, M. (Creator), Prylepskiy, Y. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 20 Jun 2019
DOI: 10.17036/researchdata.aston.ac.uk.00000428
Dataset
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Communication System Based on Periodic Nonlinear Fourier Transform with Exact Inverse Transformation
Kamalian Kopae, M. (Creator), Vasylchenkova, A. (Creator), Prylepskiy, Y. (Creator), Shepelsky, D. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 15 Nov 2018
DOI: 10.17036/researchdata.aston.ac.uk.00000389, https://ieeexplore.ieee.org/document/8535278
Dataset
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Communication System Using Periodic Nonlinear Fourier Transform Based on Riemann-Hilbert Problem
Kamalian Kopae, M. (Creator), Shepelsky, D. (Creator), Vasylchenkova, A. (Creator), Prylepskiy, Y. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 15 Nov 2018
DOI: 10.17036/researchdata.aston.ac.uk.00000388, https://ieeexplore.ieee.org/document/8535439
Dataset
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Signal modulation and processing in nonlinear fibre channels by employing the Riemann-Hilbert problem
Kamalian Kopae, M. (Creator), Vasylchenkova, A. (Creator), Shepelsky, D. (Creator), Prylepskiy, Y. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 15 Nov 2018
DOI: 10.17036/researchdata.aston.ac.uk.00000387, https://ieeexplore.ieee.org/document/8500234
Dataset
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On the Design of NFT-Based Communication Systems With Lumped Amplification
Kamalian Kopae, M. (Creator), Prylepskiy, Y. (Creator), Le, S. T. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 22 Nov 2017
DOI: 10.17036/researchdata.aston.ac.uk.00000303, https://ieeexplore.ieee.org/document/8114185
Dataset
Thesis
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On nonlinear Fourier transform-based fibre-optic communication systems for periodic signals
Author: Kamalian Kopae, M., 4 Dec 2018Supervisor: Turitsyn, S. K. (Supervisor) & Prilepsky, J. E. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy
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