Publications
List of my publications can be also downloaded here.
Preprints
Bayesian Inference with Nonlinear Generative Models: Comments on Secure Learning
Bereyhi, Ali and Loureiro, Bruno and Krzakala, Florent and Müller, Ralf R. and
Schulz-Baldes, Hermann
arXiv Preprint, arXiv: 2201.09986, 2022
How to Coordinate Edge Devices for Over-the-Air Federated Learning
Sedaghat, Mohammad Ali and Bereyhi, Ali and Asaad, Saba and Müller, Ralf R.
arXiv Preprint, arXiv: 2211.03449, 2022
Matching Pursuit Based Scheduling for Over-the-Air Federated Learning
Bereyhi, Ali and Vagollari, Adela and Asaad, Saba and Müller, Ralf R. and Gerstacker, Wolfgang and Poor, H. Vincent
arXiv Preprint, arXiv: 2206.06679, 2022
A High-Level Comparison of Recent Technologies for Massive MIMO Architectures
Rosenberger, Hans and Gäde, Bernhard and Bereyhi, Ali and Ahmed, Doaa and Jamali, Vahid and Müller, Ralf R and Fischer, Georg and He, Gaoning and Debbah, Mérouane
arXiv Preprint, arXiv: 2212.11842, 2022
Designing IRS-Aided MIMO Systems for Secrecy Enhancement
Asaad, Saba and Wu, Yifei and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F. and
Poor, H. Vincent
arXiv Preprint, arXiv: 2104.10977, 2021
Robustness of Low-Complexity Massive MIMO Architectures Against Passive Eavesdropping
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Schaefer, Rafael F. and Fischer, Georg and Poor, H. Vincent
arXiv Preprint, arXiv: 1912.02444, 2019
Published
Multiple Target Measurements: Bayesian Framework for Moving Object Detection in MIMO Radar
Eisele, Bastian and Bereyhi, Ali and Müller, Ralf R.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Storage Constrained Linear Computation Coding
Karataev, Alexander and Rosenberger, Hans and Bereyhi, Ali and Müller, Ralf R.
Data Compression Conference (DCC), 2023
Linear Computation Coding: Exponential Search and Reduced-State Algorithms
Rosenberger, Hans and Fröhlich, Johanna S. and Bereyhi, Ali and Müller, Ralf R.
Data Compression Conference (DCC), 2023
A Novel Tree-Based Algorithm for Device Coordination in Over-the-Air Federated Learning
Sedaghat, Mohammad Ali and Bereyhi, Ali and Müller, Ralf R. and Asaad, Saba
International ITG Workshop on Smart Antennas and Conference on Systems, Communications, and Coding, 2023
Statistical-CSI-Based Antenna Selection and Precoding in Uplink MIMO
Ouyang, Chongjun and Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Yang, Hongwen
International ITG Workshop on Smart Antennas and Conference on Systems, Communications, and Coding, 2023
Device Scheduling in Over-the-Air Federated Learning via Matching Pursuit
Bereyhi, Ali and Vagollari, Adela and Asaad, Saba and Müller, Ralf R. and Gerstacker, Wolfgang and Poor, H. Vincent
IEEE Transactions on Signal Processing, Early Access, 2023
Channel Hardening of IRS-Aided Multi-Antenna Systems: How Should IRSs Scale?
Bereyhi, Ali and Asaad, Saba and Ouyang, Chongjun and Müller, Ralf R. and Schaefer, Rafael F. and Poor, H. Vincent
IEEE Journal on Selected Areas in Communications, special issue "Beyond Shannon Communications: A Paradigm Shift to Catalyze 6G", Early Access, 2023
A Novel Antenna Placement Algorithm for Compressive Sensing MIMO Radar
Eisele, Bastian and Bereyhi, Ali and Ullmann, Ingrid and Müller, Ralf R.
IEEE Radar Conference, 2023
On the Ergodic Mutual Information of Keyhole MIMO Channels With Finite-Alphabet Inputs
Ouyang, Chongjun and Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Cheng, Julian and Yang, Hongwen
IEEE Communications Letter, Early Access, pp. 1 - 5, 2022
Linear Computation Coding: A Framework for Joint Quantization and Computing
Müller, Ralf R. and Gäde, Bernhard and Bereyhi, Ali
Algorithms, MDPI vol. 15, no. 7, pp. 253, 2022
Secure Coding via Gaussian Random Fields
Bereyhi, Ali and Loureiro, Bruno and Krzakala, Florent and Müller, Ralf R. and
Schulz-Baldes, Hermann
IEEE International Symposium on Information Theory (ISIT), pp. 1193 - 1198, 2022
How Should IRSs Scale to Harden Multi-Antenna Channels?
Bereyhi, Ali and Asaad, Saba and Ouyang, Chongjun and Müller, Ralf R. and Schaefer, Rafael F. and Poor, H. Vincent
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2022
Secure Active and Passive Beamforming in IRS-Aided MIMO Systems
Asaad, Saba and Wu, Yifei and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F. and
Poor, H. Vincent
IEEE Transactions on Information Forensics and Security, vol. 17, pp. 1300 - 1315, 2022
Joint Active and Passive Secure Precoding in IRS-Aided MIMO Systems
Asaad, Saba and Wu, Yifei and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F. and
Poor, H. Vincent
IEEE Global Communications Conference (GLOBECOM), 2021
Securing Massive MIMO Systems: Secrecy For Free with Low-Complexity Architectures
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Schaefer, Rafael F. and Fischer, Georg and Poor, H. Vincent
IEEE Transactions on Wireless Communications, vol. 20, no. 9, pp. 5831 - 5845, 2021
Oversampled Adaptive Sensing via a Predefined Codebook
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R.
IEEE International Symposium on Joint Communications & Sensing (JC&S), 2021
Linear Computation Coding
Müller, Ralf R. and Gäde, Bernhard and Bereyhi, Ali
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5065 - 5069, 2021
Detection of Spatially Modulated Signals via RLS: Theoretical Bounds and Applications
Bereyhi, Ali and Asaad, Saba and Gäde, Bernhard and Müller, Ralf R. and Poor, H. Vincent
IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2291 - 2304, 2021
Secure Transmission in IRS-Assisted MIMO Systems with Active Eavesdroppers
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Schaefer, Rafael F. and Poor, H. Vincent
IEEE Asilomar Conference on Signals, Systems, and Computers, pp. 718 - 725, 2020
Polar Quantisation of Uniformly Distributed Signals on the Hypersphere for OMA
Gäde, Bernhard and Bereyhi, Ali and Müller, Ralf R.
VDE International ITG Workshop on Smart Antennas (WSA), 2020
A Single-RF Architecture for Multiuser Massive MIMO via Reflecting Surfaces
Bereyhi, Ali and Jamali, Vahid and Müller, Ralf R. and Tulino, Antonia M. and Fischer, Georg and Schober, Robert
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8688 - 8692, 2020
Efficient Matrix Multiplication: The Sparse Power-of-2 Factorization
Müller, Ralf R. and Gäde, Bernhard and Bereyhi, Ali
IEEE Information Theory and Applications Workshop (ITA), 2020
Statistical Mechanics of MAP Estimation: General Replica Ansatz
Bereyhi, Ali and Müller, Ralf R. and Schulz-Baldes, Hermann
IEEE Transactions on Information Theory, vol. 65, no. 12, pp. 7896--7934, 2019
GLSE Precoders for Massive MIMO Systems: Analysis and Applications
Bereyhi, Ali and Sedaghat, Mohammad Ali and Müller, Ralf R. and Fischer, Georg
IEEE Transactions on Wireless Communications, vol. 18, no. 9, pp. 4450 - 4465, 2019
RLS Waveform Adaptation for Massive MIMO Systems with Nonlinear Front-End
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Chatzinotas, Symeon
IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 2019
An Adaptive Bayesian Framework for Recovery of Sources with Structured Sparsity
Bereyhi, Ali and Müller, Ralf R.
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 71 - 75, 2019
Secure Regularized Zero Forcing for Multiuser MIMOME Channels
Asaad, Saba and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F.
IEEE Asilomar Conference on Signals, Systems, and Computers, pp. 1108 - 1113, 2019
PAPR-Limited Precoding in Massive MIMO Systems with Reflect- and Transmit-Array Antennas
Bereyhi, Ali and Jamali, Vahid and Müller, Ralf R. and Fischer, Georg and Schober, Robert and Tulino, Antonia M.
IEEE Asilomar Conference on Signals, Systems, and Computers, pp. 1690 - 1694, 2019
Joint User Selection and Precoding in Multiuser MIMO Systems via Group LASSO
Asaad, Saba and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F.
IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019
Approximate Message Passing for Indoor THz Channel Estimation
Schram, Viktoria and Bereyhi, Ali and Zaech, Jan-Nico and Müller, Ralf R. and Gerstacker, Wolfgang
International Balkan Conference on Communications and Networking (BalkanCom), 2019
RLS-Based Detection for Massive Spatial Modulation MIMO
Bereyhi, Ali and Asaad, Saba and Gäde, Bernhard and Müller, Ralf R.
IEEE International Symposium on Information Theory (ISIT), pp. 1167 - 1171, 2019
A Fair Comparison Between Spatial Modulation and Antenna Selection in Massive MIMO Systems
Gäde, Bernhard and Bereyhi, Ali and Asaad, Saba and Müller, Ralf R.
VDE International ITG Workshop on Smart Antennas (WSA), 2019
Oversampled Adaptive Sensing with Random Projections: Analysis and Algorithmic Approaches
Müller, Ralf R. and Bereyhi, Ali and Mecklenbräuker, Christoph F.
IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp. 336 - 341, 2018
On Robustness of Massive MIMO Systems Against Passive Eavesdropping under Antenna Selection
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R. and Schaefer, Rafael F. and Rabiei, Amir M.
IEEE Global Communications Conference (GLOBECOM), 2018
Theoretical Bounds on MAP Estimation in Distributed Sensing Networks
Bereyhi, Ali and Haghighatshoar, Saeid and Müller, Ralf R.
IEEE International Symposium on Information Theory (ISIT), pp. 1385--1389, 2018
Iterative Antenna Selection for Secrecy Enhancement in Massive MIMO Wiretap Channels
Bereyhi, Ali and Asaad, Saba and Schaefer, Rafael F. and Müller, Ralf R.
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018
RLS Recovery with Asymmetric Penalty: Fundamental Limits and Algorithmic Approaches
Bereyhi, Ali and Sedaghat, Mohammad Ali and Müller, Ralf R.
International Balkan Conference on Communications and Networking (BalkanCom), 2018
Optimal Transmit Antenna Selection for Massive MIMO Wiretap Channels
Asaad, Saba and Bereyhi, Ali and Rabiei, Amir Masoud and Müller, Ralf R. and Schaefer, Rafael F.
IEEE Journal on Selected Areas in Communications, vol. 36, no. 4, pp. 817--828, 2018
Maximum-a-Posteriori Signal Recovery with Prior Information: Applications to Compressive Sensing
Bereyhi, Ali and Müller, Ralf R.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4494 - 4498, 2018
Stepwise Transmit Antenna Selection in Downlink Massive Multiuser MIMO
Bereyhi, Ali and Asaad, Saba and Müller, Ralf R.
VDE International ITG Workshop on Smart Antennas (WSA), 2018
Oversampled Adaptive Sensing
Müller, Ralf R. and and Bereyhi, Ali and Mecklenbräuker, Christoph
IEEE Information Theory and Applications Workshop (ITA), 2018
Precoding via Approximate Message Passing with Instantaneous Signal Constraints
Bereyhi, Ali and Sedaghat, Mohammad Ali and Müller, Ralf R.
International Zurich Seminar on Information and Communication (IZS), pp. 128 - 132, 2018
Asymptotics of Transmit Antenna Selection: Impact of Multiple Receive Antennas
Asaad, Saba and Bereyhi, Ali and Müller, Ralf R. and Rabiei, Amir M.
IEEE International Conference on Communications (ICC), 2017
A New Class of Nonlinear Precoders for Hardware Efficient Massive MIMO Systems
Sedaghat, Mohammad A and Bereyhi, Ali and Müller, Ralf R.
IEEE International Conference on Communications (ICC), 2017
Optimal Number of Transmit Antennas for Secrecy Enhancement in Massive MIMOME Channels
Asaad, Saba and Bereyhi, Ali and Müller, Ralf R. and Schaefer, Rafael F. and Rabiei, Amir M.
IEEE Global Communications Conference (GLOBECOM), 2017
Least Square Error Precoders for Massive MIMO with Signal Constraints: Fundamental Limits
Sedaghat, Mohammad Ali and Bereyhi, Ali and Müller, Ralf R.
IEEE Transactions on Wireless Communications, vol. 17, no. 1, pp. 667 - 679, 2017
Nonlinear Precoders for Massive MIMO Systems with General Constraints
Bereyhi, Ali and Sedaghat, Mohammad Ali and Asaad, Saba and Müller, Ralf R.
VDE International ITG Workshop on Smart Antennas (WSA), 2017
Asymptotic Performance Analysis of Spatially Reconfigurable Antenna Arrays
Asaad, Saba and Bereyhi, Ali and Sedaghat, Mohammad Ali and Müller, Ralf R. and Rabiei, Amir M.
VDE International ITG Workshop on Smart Antennas (WSA), 2017
Asymptotics of Nonlinear LSE Precoders with Applications to Transmit Antenna Selection
Bereyhi, Ali and Sedaghat, Mohammad Ali and Müller, Ralf R.
IEEE International Symposium on Information Theory (ISIT), pp. 81 - 85, 2017
Replica Symmetry Breaking in Compressive Sensing
Bereyhi, Ali and Müller, Ralf R. and and Schulz-Baldes, Hermann
IEEE Information Theory and Applications Workshop (ITA), 2017
RSB Decoupling Property of MAP Estimators
Bereyhi, Ali and Müller, Ralf and Schulz-Baldes, Hermann
IEEE Information Theory Workshop (ITW), pp. 379 - 383, 2016
Empirical Coordination in a Triangular Multiterminal Network
Bereyhi, Ali and Bahrami, Mohsen and Mirmohseni, Mahtab and Aref, Mohammad Reza
IEEE International Symposium on Information Theory (ISIT), pp. 2149 - 2153, 2013
Key Agreement over a State-Dependent 3-Receiver Broadcast Channel
Bahrami, Mohsen and Bereyhi, Ali and Salehkalaibar, Sadaf and Aref, Mohammad Reza
Iran Workshop on Communication and Information Theory (IWCIT), 2013
Book Chapters
Analysis of Sparse Recovery Algorithms via the Replica Method
Bereyhi, Ali and and Müller, Ralf and Schulz-Baldes, Hermann
Chapter 5 of Compressed Sensing in Information Processing edited by Kutyniok, Gitta and Rauhut, Holger and Kunsch, Robert J.
Part of book series Applied and Numerical Harmonic Analysis (ANHA), 2022
Thesis
Statistical Mechanics of Regularized Least Squares
Bereyhi, Ali
Doctoral Thesis, Faculty of Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, DDC. Computer Science and Engineering, pp. i - 289, 2020
Patents
Finite Resolution Decomposition of Matrix and Matrix-Vector Multiplication
Müller, Ralf R. and Gäde, Bernhard and Bereyhi, Ali
US Patent 17/871408, 2022