DIOR: Deep Intelligent Optical and Radio Communication Networks

Información del proyecto

DIOR

Identificador del acuerdo de subvención: 101008280

DOI

10.3030/101008280

Fecha de la firma de la CE 30 Noviembre 2020

Fecha de inicio 1 Diciembre 2021

Fecha de finalización 31 Mayo 2027

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 1 803 200,00

Aportación de la UE

€ 1 633 000,00

Coordinado por

TAMPEREEN KORKEAKOULUSAATIO SR
Finland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (6)

Report on heterogenous data analytics for RANs

This deliverable is to report the radio channel modelling and recognizing the channel characterization and finding receiver algorithms will lead to an optimised performance of the radio networks

Report on sharing mechanism between OCNs and RANs

Data caching and processing mechanism between the OCNs and the RANs interface will be developed, in order to facilitate the AI-based impairment mitigation and network topology optimisation.

Report on ML based optimal detection for radio systems.

This report focuses on the research outcomes on machine learning (including NN) applications in radio physical layer processing like modulation/demodulation, signal receiving, jont optimization of transmitter and receiver problems.

Report on resource allocation schemes and structures for OCNs

Resource allocation schemes, e.g. the wavelength efficiency and the modulation format will be maximised and adapted in the optical core networks, when the network resource demand changes over channels.

Report on ML/NN algorithms for estimating radio channel and RANs

This report will focus on the machine learning and neural network inferring methods that are used for characterizing the time, frequency and spatial features of the radio propagation channel, also the learning based channel estimation methods.

Report on channel characterisation and modelling on RANs.

This report is to summarize the reserch outcomes of datadriven radio channel modelling, channel feature characterisation and comparison with the conventional analytical model.

Publicaciones

Peer reviewed articles (26)

Tracking the Occluded Indoor Target With Scattered Millimeter Wave Signal

Autores: Yinda Xu, Xinjue Wang, Juhani J. Kupiainen, Joonas Säe, Jani Boutellier, Jari Nurmi, Bo Tan
Publicado en: IEEE Sensors Journal, Edición 24, 2024, Página(s) 38102-38112, ISSN 1530-437X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2024.3447271

Probe pulse design in Brillouin optical time‐domain reflectometry

Autores: Mupeng Li; Tianhua Xu; Shuang Wang; Wenxiu Hu; Junfeng Jiang; Tiegen Liu
Publicado en: IET Optoelectronics, Vol 16, Iss 6, Pp 238-252 (2022), Edición 3, 2022, ISSN 1751-8768
Editor: Institution of Engineering and Technology
DOI: 10.1049/ote2.12081

Cooperative FSO and mmWave System for Reliable 200G Wireless Transmission

Autores: Bruno T. Brandao, Marco A. Fernandes, Pedro A. Loureiro, Fernando P. Guiomar, Paulo P. Monteiro
Publicado en: IEEE Photonics Technology Letters, Edición 34, 2022, Página(s) 1333-1336, ISSN 1041-1135
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lpt.2022.3213985

RIS-aided integrated sensing and communication: Beamforming design and antenna selection

Autores: Yuying Mai, Mateen Ashraf, Huiqin Du, Bo Tan
Publicado en: Signal Processing, Edición 229, 2024, Página(s) 109771, ISSN 0165-1684
Editor: Elsevier BV
DOI: 10.1016/j.sigpro.2024.109771

High-Dimensional Feature based Non-Coherent Detection for Multi-Intensity Modulated Ultraviolet Communications

Autores: Wenxiu Hu; Min Zhang; Zhe Li; Sergei Popov; Mark S. Leeson; Tianhua Xu
Publicado en: Journal of Lightwave Technology, Edición vol. 40, no. 7, 2022, Página(s) 1879-1887, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2021.3130101

Medium-reach six-mode multiplexed transmission with KramersKronig receiver enabled by mode permutation technique

Autores: Jiahui Yang, Yihan Liu, Jian Zhao, Yanze Wang, Xiaochuan Liu, Tianyu Gao, Tianhua Xu
Publicado en: Optical Fiber Technology, Edición 87, 2024, Página(s) 103879, ISSN 1068-5200
Editor: Academic Press
DOI: 10.1016/j.yofte.2024.103879

Fiber-optic parametric amplifier-based all-optical format conversion enabling optical networks interconnection with different modulation formats

Autores: Qiankun Li, Huashun Wen, Xiongwei Yang, Qi Xu, Yameng Li, Jiali Yang, Huajun Yang, Pengfei Xu, Tianhua Xu
Publicado en: Optics & Laser Technology, Edición 176, 2024, Página(s) 110912, ISSN 0030-3992
Editor: Elsevier BV
DOI: 10.1016/j.optlastec.2024.110912

A Bidirectional WDM-PON Free Space Optical (FSO) System for Fronthaul 5 G C-RAN Networks

Autores: Fady El-Nahal; Tianhua Xu; Dokhyl AlQahtani; Mark Leeson
Publicado en: IEEE Photonics Journal, Vol 15, Iss 1, Pp 1-10 (2023), Edición 11, 2023, ISSN 1943-0655
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jphot.2022.3232081

Analytical optimization of wideband nonlinear optical fiber communication systems

Autores: Z. Liu, T. Xu, C. Jin, T. Xu, M. Tan, J. Zhao, T. Liu
Publicado en: Optics Express, Edición vol. 30, no. 7, 2022, Página(s) 11345-11359, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.453307

Simplified Self-Coherent FSO Transmission Boosted by Digital Resolution Enhancer

Autores: Romil K. Patel, Guilherme A. Domingues, Nelson J. Muga, Armando N. Pinto, Marco A. Fernandes, Gil M. Fernandes, Paulo P. Monteiro, Fernando P. Guiomar
Publicado en: Journal of Lightwave Technology, Edición 41, 2023, Página(s) 5958-5965, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2023.3270673

Distributed Raman Amplification for Fiber Nonlinearity Compensation in a Mid-Link Optical Phase Conjugation System

Autores: Mingming Tan; Paweł Rosa; Tu T. Nguyen; Mohammad A. Z. Al-Khateeb; Md. Asif Iqbal; Tianhua Xu; Feng Wen; Juan D. Ania-Castañón; Andrew D. Ellis
Publicado en: Sensors, Vol 22, Iss 3, p 758 (2022), Edición 24, 2022, Página(s) 758, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22030758

Wideband Multichannel Nyquist-Spaced Long-Haul Optical Transmission Influenced by Enhanced Equalization Phase Noise

Autores: Cenqin Jin; Nikita A. Shevchenko; Junqiu Wang; Yunfei Chen; Tianhua Xu
Publicado en: Sensors , 23 (3) , Article 1493. (2023), Edición 2, 2023, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031493

Revisiting the stress-induced birefringence in polarization-maintaining fibers

Autores: J. Liu, T. Xu
Publicado en: Journal of Lightwave Technology, Edición Vol.41(15), 2023, Página(s) 5097-5106, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2023.3250438

Nonlinear impairment compensation in multi-channel communication systems based on correlated digital backpropagation with separation of walk-off effect

Autores: Jian Zhao, Mingyu Chang, Yuqing Yang, Xutao Wang, Sheng Li, Tianhua Xu
Publicado en: Optical Fiber Technology, Edición 86, 2024, Página(s) 103850, ISSN 1068-5200
Editor: Academic Press
DOI: 10.1016/j.yofte.2024.103850

Intra-Channel Nonlinearity Mitigation in Optical Fiber Transmission Systems Using Perturbation-Based Neural Network

Autores: Jiazheng Ding; Tiegen Liu; Tongyang Xu; Wenxiu Hu; Sergei Popov; Mark S. Leeson; Jian Zhao; Tianhua Xu
Publicado en: 0733-8724, Edición 14, 2023, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2022.3200827

A Low-Cost Multi-Band Waveform Security Framework in Resource-Constrained Communications

Autores: Tongyang Xu, Zhongxiang Wei, Tianhua Xu, Gan Zheng
Publicado en: IEEE Transactions on Wireless Communications, Edición 23, 2024, Página(s) 9190-9205, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2024.3360130

A Bidirectional Wavelength Division Multiplexed (WDM) Free Space Optical Communication (FSO) System for Deployment in Data Center Networks (DCNs)

Autores: Fady El-Nahal; Tianhua Xu; Dokhyl AlQahtani; Mark Leeson
Publicado en: Sensors; Volume 22; Edición 24; Pages: 9703, Edición 4, 2022, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22249703

Coherent Model for Cross-Polarization Coupling From a Single Point-Like Perturbation in Optical Fibers

Autores: Junhao Liu, Yongqing Yi, Tianhua Xu
Publicado en: Journal of Lightwave Technology, Edición 42, 2024, Página(s) 5302-5310, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2024.3387099

End-to-End Optimization of Constellation Shaping for Wiener Phase Noise Channels With a Differentiable Blind Phase Search

Autores: Andrej Rode, Benedikt Geiger, Shrinivas Chimmalgi, Laurent Schmalen
Publicado en: Journal of Lightwave Technology, Edición 41, 2023, Página(s) 3849-3859, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2023.3265308

Collaborative Caching and Reconfigurable Intelligent Surface for the Sub-THz Mobile System

Autores: Hadeel Obaid, Yongxu Zhu, Bo Tan
Publicado en: IEEE Wireless Communications Letters, Edición 13, 2024, Página(s) 2995-2999, ISSN 2162-2337
Editor: IEEE Communications Society
DOI: 10.1109/lwc.2024.3432928

Coherent Free-Space Optical Communications: Opportunities and Challenges

Autores: Fernando P. Guiomar, Marco A. Fernandes, Jose Leonardo Nascimento, Vera Rodrigues, Paulo P. Monteiro
Publicado en: Journal of Lightwave Technology, Edición 40, 2022, Página(s) 3173-3186, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2022.3164736

Modified failproof physics-informed neural network framework for fast and accurate optical fiber transmission link modeling

Autores: Joshua Uduagbomen, Mark S. Leeson, Zheng Liu, Subhash Lakshminarayana, Tianhua Xu
Publicado en: Applied Optics, Edición 63, 2024, Página(s) 3794, ISSN 1559-128X
Editor: Optica
DOI: 10.1364/ao.524426

Improved carrier phase recovery for high-capacity optical communication systems with high-order modulation formats

Autores: Yunfan Zhang, Tiegen Liu, Cenqin Jin, Tongyang Xu, Mingming Tan, Jian Zhao, Tianhua Xu
Publicado en: Optics Communications, Edición 557, 2024, Página(s) 130326, ISSN 0030-4018
Editor: Elsevier BV
DOI: 10.1016/j.optcom.2024.130326

Intelligent non-cooperative optical networks: Leveraging scattering neural networks with small training data

Autores: Yinglin Chen, Tianhua Xu, Tongyang Xu
Publicado en: Optics Communications, Edición 560, 2024, Página(s) 130465, ISSN 0030-4018
Editor: Elsevier BV
DOI: 10.1016/j.optcom.2024.130465

All-Optical Format Conversion-Based Flexible Optical Interconnection Using Nonlinear MZI With Nested-Pump Assisted NOLM

Autores: Qiankun Li, Xiongwei Yang, Huashun Wen, Qi Xu, Yameng Li, Jiali Yang, Huajun Yang, Heng Zhou, Pengfei Xu, Mark S. Leeson, Tianhua Xu
Publicado en: Journal of Lightwave Technology, Edición 42, 2024, Página(s) 3601-3610, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2024.3367989

Tapping Eavesdropper Designs Against Physical Layer Secret Key in Point-to-Point Fiber Communications

Autores: Wenxiu Hu; Zhuangkun Wei; Sergei Popov; Mark Leeson; Tianhua Xu
Publicado en: Crossref, Edición 1, 2022, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2022.3223025

Conference proceedings (14)

Multi-Parameter AI-Based Bandwidth Compensation for Energy-Efficient 800G Transmission

Autores: Marco A. Fernandes, Adriano C. Messias, Tomaz de M. Vilela, Daniel A. Formiga, Jacklyn D. Reis, Paulo P. Monteiro, Fernando P. Guiomar
Publicado en: Optical Fiber Communication Conference (OFC) 2023, 2023, Página(s) Th1E.4
Editor: Optica Publishing Group
DOI: 10.1364/ofc.2023.th1e.4

Achievable Information Rates in C-band Nonlinear Coherent Optical Communication Systems

Autores: Xu, Tianhua; Li, Mupeng; Shevchenko, Nikita A.; Tan, Mingming; Hu, Wenxiu; Li, Zhe; Liu, Tiegen
Publicado en: Proceedings of the IEEE Photonics Society Summer Topical Meeting Series, Edición 20, 2022, ISSN 2376-8614
Editor: IEEE
DOI: 10.1109/sum53465.2022.9858264

Impact of Analogue-to-Digital Converters on Multi-Channel Digital Nonlinearity Compensation in $200 text{Gbits}/mathrm{s}/lambda$ Polarization-Multiplexed QAM Transmission Systems

Autores: Yunfan Zhang, Tiegen Liu, Cenqin Jin, Zheng Liu, Ji Qi, Tongyang Xu, Mingming Tan, Jian Zhao, Tianhua Xu
Publicado en: 2024 22nd International Conference on Optical Communications and Networks (ICOCN), 2024, Página(s) 1-3, ISSN 2771-3059
Editor: IEEE
DOI: 10.1109/icocn63276.2024.10648508

Machine Learning-Aided Nonlinearity-Tailored Carrier Phase Recovery for Subcarrier Multiplexing Systems

Autores: M. S. Neves, A. Lorences-Riesgo, P. P. Monteiro, F. P. Guiomar
Publicado en: Optical Fiber Communication Conference (OFC) 2024, 2024, Página(s) Th3J.4
Editor: Optica Publishing Group
DOI: 10.1364/ofc.2024.th3j.4

Eavesdropping Against Bidirectional Physical Layer Secret Key Generation in Fiber Communications

Autores: Hu, Wenxiu; Wei, Zhuangkun; Leeson, Mark; Xu, Tianhua
Publicado en: IEEE Photonics Conference 2022, Edición 7, 2022
Editor: IEEE
DOI: 10.1109/ipc53466.2022.9975754

Recent Advances in Carrier Phase Recovery Algorithms

Autores: F. P. Guiomar, M. S. Neves, A. Lorences-Riesgo, C. S. Martins, S. Mumtaz, Y. Frignac, G. Charlet, P. P. Monteiro
Publicado en: Optical Fiber Communication Conference (OFC) 2023, 2023, Página(s) W3E.1
Editor: Optica Publishing Group
DOI: 10.1364/ofc.2023.w3e.1

Amplifier limited information rates in high-speed optical fiber communication systems

Autores: Q. Qi, T. Xu, Z. Liu, C. Jin, T. Xu, L. Li, L. Kanthan, J. Zhao, T. Liu
Publicado en: [SPIE] Photonics Asia, Edición Vol.12314, 2022, Página(s) pp.1231404
Editor: SPIE
DOI: 10.1117/12.2643394

Kalman Filter Based Impairment Mitigation in Nonlinear Optical Systems with Equalization Enhanced Phase Noise

Autores: Jin, Cenqin; Tan, Mingming; Chen, Yunfei; Xu, Tianhua
Publicado en: IEEE Photonics Conference 2022, Edición 12, 2022
Editor: IEEE
DOI: 10.1109/ipc53466.2022.9975712

Underwater Optical Communication Module: An Extension to the ns-3 Network Simulator

Autores: Rabia Qadar, Waleed Bin Qaim, Bo Tan, Jari Nurmi
Publicado en: 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 2024, Página(s) 1-5
Editor: IEEE
DOI: 10.1109/vtc2022-fall57202.2022.10012885

High-Speed Long-Haul Multi-Channel Nonlinear Optical Communication Systems Influenced by Equalization Enhanced Phase Noise

Autores: Jin, Cenqin; Tan, Mingming; Shevchenko, Nikita A; Liu, Zheng; Li, Zhe; Popov, Sergei; Chen, Yunfei; Xu, Tianhua
Publicado en: IEEE International Conference on Advanced Infocomm Technology (ICAIT), Edición 23, 2022, Página(s) 103-106, ISSN 2770-1603
Editor: IEEE
DOI: 10.1109/icait56197.2022.9862695

Frequency-Domain Optimization of Signal Waveform Shaper in High-Speed Optical Communication Systems Considering ADC Quantization Noise

Autores: Zheng Liu, Tiegen Liu, Yunfan Zhang, Ji Qi, Fengyuan Tian, Jian Zhao, Tianhua Xu
Publicado en: 2024 22nd International Conference on Optical Communications and Networks (ICOCN), 2024, Página(s) 1-3, ISSN 2771-3059
Editor: IEEE
DOI: 10.1109/icocn63276.2024.10648468

Physics-Informed Neural Network Modeling of Soliton Pulses in Optical Communication Systems

Autores: Uduagbomen, Joshua; Lakshminarayana, Subhash; Leeson, Mark S.; Xu, Tianhua
Publicado en: Proceedings of the IEEE Photonics Society Summer Topical Meeting Series, Edición 16, 2022, ISSN 2376-8614
Editor: IEEE
DOI: 10.1109/sum53465.2022.9858244

Coverage Analysis of a THz Aerial Base Station Wireless Network in a Finite Area

Autores: Hadeel Obaid, Yongxu Zhu, Bo Tan
Publicado en: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 2025, Página(s) 1-5
Editor: IEEE
DOI: 10.1109/vtc2024-fall63153.2024.10758021

GMI Optimisation for End-to-End Learning-based Probabilistic Constellation Shaping in 400-Gbits/s/ DP-64QAM Optical Communication System

Autores: Fengyuan Tian, Zheng Liu, Ji Qi, Mark Leeson, Gan Zheng, Tianhua Xu
Publicado en: 2024 24th International Conference on Transparent Optical Networks (ICTON), 2024, Página(s) 1-4, ISSN 2161-2064
Editor: IEEE
DOI: 10.1109/icton62926.2024.10647976