Reinventing Energy Efficiency in Communication Networks

Project Information

RENEW

Grant agreement ID: 101001899

DOI

10.3030/101001899

EC signature date 20 January 2021

Start date 1 June 2021

End date 31 May 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 999 835,00

EU contribution

€ 1 999 835,00

Coordinated by

KARLSRUHER INSTITUT FUER TECHNOLOGIE
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (5)

Low-complexity Near-optimum Symbol Detection Based on Neural Enhancement of Factor Graphs

Author(s): Luca Schmid; Laurent Schmalen
Published in: IEEE Transactions on Communications, Issue 11, 2022, Page(s) 7562 - 7575, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2203.16417

Error-and-Erasure Decoding of Product and Staircase Codes

Author(s): Lukas Rapp; Laurent Schmalen
Published in: IEEE Transactions on Communications, Issue 1, 2021, Page(s) 32-44, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2103.05716

Roadmap on optical communications

Author(s): Erik Agrell, Magnus Karlsson, Francesco Poletti, Shu Namiki, Xi (Vivian) Chen, Leslie A Rusch, Benjamin Puttnam, Polina Bayvel, Laurent Schmalen, Zhenning Tao, Frank R Kschischang, Alex Alvarado, Biswanath Mukherjee, Ramon Casellas, Xiang Zhou, Dora van Veen, Georg Mohs, Elaine Wong, Antonio Mecozzi, Mohamed-Slim Alouini, Eleni Diamanti, Murat Uysal
Published in: Journal of Optics, Issue 26, 2024, Page(s) 093001, ISSN 2040-8978
Publisher: Institute of Physics Publishing
DOI: 10.1088/2040-8986/ad261f

Improved Soft-aided Decoding of Product Codes with Dynamic Reliability Scores

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: Journal of Lightwave Technology, Issue 22, 2022, Page(s) 7279 - 7288, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2022.3201951

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

Author(s): Andrej Rode; Benedikt Geiger; Shrinivas Chimmalgi; Laurent Schmalen
Published in: Journal of Lightwave Technology, Issue 1, 2023, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2023.3265308

Conference proceedings (28)

Improved Soft-aided Decoding of Product Codes with Adaptive Performance-Complexity Trade-off

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: Proc. European Conference on Optical Communications (ECOC), 2022
Publisher: IEEE

Spiking Neural Network Decision Feedback Equalization

Author(s): Bansbach, Eike-Manuel; von Bank, Alexander; Schmalen, Laurent
Published in: 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Issue 1, 2023
Publisher: VDE
DOI: 10.48550/arxiv.2211.04756

Low Rate Protograph-Based LDPC Codes for Continuous Variable Quantum Key Distribution

Author(s): Kadir Gumus; Laurent Schmalen
Published in: Proc. 17th International Symposium on Wireless Communication Systems (ISWCS), 2021, ISBN 978-1-7281-7432-7
Publisher: IEEE
DOI: 10.1109/iswcs49558.2021.9562244

Optimization of Geometric Constellation Shaping for Wiener Phase Noise Channels with Varying Channel Parameters

Author(s): Andrej Rode, Laurent Schmalen
Published in: Proc. European Conference on Optical Communications (ECOC), 2022
Publisher: IEEE

Endomorphisms of Linear Block Codes

Author(s): Jonathan Mandelbaum, Sisi Miao, Holger Jäkel, Laurent Schmalen
Published in: IEEE International Symposium on Information Theory (ISIT), 2024
Publisher: IEEE
DOI: 10.48550/arxiv.2402.00562

Real-Time FPGA Demonstrator of ANN-Based Equalization for Optical Communications

Author(s): Jonas Ney, Patrick Matalla, Vincent Lauinger, Laurent Schmalen, Sebastian Randel, Norbert Wehn
Published in: IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2024
Publisher: IEEE
DOI: 10.48550/arxiv.2402.15288

Local Message Passing on Frustrated Systems

Author(s): Schmid, Luca; Brenk, Joshua; Schmalen, Laurent
Published in: UAI '23: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, 2023, Page(s) 1387-1846
Publisher: ACM
DOI: 10.48550/arxiv.2306.01494

A Joint Code and Belief Propagation Decoder Design for Quantum LDPC Codes

Author(s): Miao, Sisi; Mandelbaum, Jonathan; Jäkel, Holger; Schmalen, Laurent
Published in: International Symposium on Information Theory (ISIT), 2024
Publisher: IEEE
DOI: 10.48550/arxiv.2401.06874

Improved soft-aided error-and-erasure decoding of product codes with dynamic reliability scores

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: 2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, ISBN 978-1-55752-466-9
Publisher: IEEE
DOI: 10.1364/ofc.2022.w3h.2

Improved Generalized Automorphism Belief Propagation Decoding

Author(s): Jonathan Mandelbaum, Sisi Miao, Nils ALbert Schwendemann, Holger Jäkel, Laurent Schmalen
Published in: International Symposium on Wireless Communication Systems (ISWCS), 2024
Publisher: IEEE
DOI: 10.48550/arxiv.2406.02012

Semi-Deterministic Subspace Selection for Sparse Recursive Projection-Aggregation Decoding of Reed-Muller Codes

Author(s): Voigt, Johannes; Jäkel, Holger; Schmalen, Laurent
Published in: 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Issue 1, 2023, ISBN 978-3-8007-6050-3
Publisher: VDE
DOI: 10.48550/arxiv.2211.01204

Error-and-erasure Decoding of Product and Staircase Codes with Simplified Extrinsic Message Passing

Author(s): Sisi Miao, Lukas Rapp, Laurent Schmalen
Published in: 2022 IEEE International Symposium on Information Theory (ISIT), 2022, ISBN 978-1-6654-2159-1
Publisher: IEEE
DOI: 10.1109/isit50566.2022.9834870

Neural Belief Propagation Decoding of Quantum LDPC Codes Using Overcomplete Check Matrices

Author(s): Sisi Miao; Alexander Schnerring; Haizheng Li; Laurent Schmalen
Published in: Information Theory Workshop (ITW), Issue 1, 2023, ISBN 979-8-3503-0149-6
Publisher: IEEE
DOI: 10.1109/itw55543.2023.10161656

Energy-efficient Spiking Neural Network Equalization for IM/DD Systems with Optimized Neural Encoding

Author(s): von Bank, Alexander; Edelmann, Eike-Manuel; Schmalen, Laurent
Published in: Optical Fiber Communications Conference (OFC), 2024
Publisher: Optica
DOI: 10.48550/arxiv.2312.12909

Introducing RSESS: An Open Source Enumerative Sphere Shaping Implementation Coded in Rust

Author(s): Frederik Ritter, Andrej Rode, Laurent Schmalen
Published in: Proceedings of the 13th GNU Radio Conference, Issue 1, 2023
Publisher: GnuRadio
DOI: 10.48550/arxiv.2402.08771

Approximate Maximum a Posteriori Carrier Phase Estimator for Wiener Phase Noise Channels using Belief Propagation

Author(s): Chimmalgi, Shrinivas; Rode, Andrej; Schmid, Luca; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: VDE
DOI: 10.48550/arxiv.2307.03517

Joint Geometric and Probabilistic Constellation Shaping with MOKka

Author(s): Andrej Rode, Shrinivas Chimmalgi, Benedikt Geiger, Laurent Schmalen
Published in: IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2024
Publisher: IEEE
DOI: 10.36227/techrxiv.172262862.20758603/v1

Spiking Neural Network Decision Feedback Equalization for IM/DD Systems

Author(s): Alexander von Bank; Eike-Manuel Edelmann; Laurent Schmalen
Published in: Advanced Photonics Congress, Issue 1, 2023
Publisher: Optica
DOI: 10.1364/iprsn.2023.jw2e.3

Improved Soft-aided Decoding of Product Codes with Adaptive Performance-Complexity Trade-off

Author(s): Miao, Sisi; Rapp, Lukas; Schmalen, Laurent
Published in: European Conference on Optical Communications, Issue 1, 2022, ISBN 978-1-957171-15-9
Publisher: VDE
DOI: 10.48550/arxiv.2207.04815

Performance Analysis of Generalized Product Codes with Irregular Degree Distribution

Author(s): Miao, Sisi; Mandelbaum, Jonathan; Rapp, Lukas; Jäkel, Holger; Schmalen, Laurent
Published in: International Symposium on Information Theory (ISIT), 2024
Publisher: IEEE
DOI: 10.48550/arxiv.2401.16977

Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information

Author(s): Eike-Manuel Bansbach, Yigit Kiyak, Laurent Schmalen
Published in: Proc. European Wireless 2022, 2022
Publisher: VDE ITG

Optimized Geometric Constellation Shaping for Wiener Phase Noise Channels with Viterbi-Viterbi Carrier Phase Estimation

Author(s): Rode, Andrej; Gebrehiwot, Wintana Araya; Chimmalgi, Shrinivas; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: IET
DOI: 10.48550/arxiv.2307.01367

Geometric Constellation Shaping with Low-complexity Demappers for Wiener Phase-noise Channels

Author(s): Andrej Rode; Laurent Schmalen
Published in: Optical Fiber Communications Conference (OFC), Issue 1, 2023
Publisher: Optica
DOI: 10.1364/ofc.2023.th3e.3

Neural Enhancement of Factor Graph-based Symbol Detection

Author(s): Luca Schmid, Laurent Schmalen
Published in: 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 2022, ISBN 978-1-6654-9455-7
Publisher: IEEE
DOI: 10.1109/spawc51304.2022.9834025

Structural Optimization of Factor Graphs for Symbol Detection via Continuous Clustering and Machine Learning

Author(s): Lukas Rapp; Luca Schmid; Andrej Rode; Laurent Schmalen
Published in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 1, 2023
Publisher: IEEE
DOI: 10.1109/icassp49357.2023.10096360

A Spatially Coupled LDPC Coding Scheme with Scalable Decoders for Space Division Multiplexing

Author(s): Li, Haizheng; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2023
Publisher: IET
DOI: 10.48550/arxiv.2308.01249

Geometric constellation shaping for phase-noise channels using a differentiable blind phase search

Author(s): Andrej Rode, Benedikt Geiger, Laurent Schmalen
Published in: 2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, ISBN 978-1-55752-466-9
Publisher: IEEE
DOI: 10.1364/ofc.2022.th2a.32

Optimization of Geometric Constellation Shaping for Wiener Phase Noise Channels with Varying Channel Parameters

Author(s): Rode, Andrej; Schmalen, Laurent
Published in: European Conference on Optical Communications (ECOC), Issue 1, 2022
Publisher: VDE
DOI: 10.48550/arxiv.2206.12288