Martin Haardt

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 162

Top Venues

ICASSP

WSA

IEEE Trans. Signal Process.

CAMSAP

Publications

Liana Khamidullina, Martin Haardt
Coupled Block-Term Tensor Decomposition for Near-Field Localization in multi-static MIMO Radar Systems. ICASSP (2024)
Zhen Chen, Lei Huang, Shuqiang Xia, Boyi Tang, Martin Haardt, Xiu Yin Zhang
Parallel Channel Estimation for RIS-Assisted Internet of Things. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Sepideh Gherekhloo, Khaled Ardah, Martin Haardt
SALSA: A Sequential Alternating Least Squares Approximation Method for MIMO Channel Estimation. IEEE Trans. Veh. Technol. 73 (5) (2024)
Tianyi Liu, Sai Pavan Deram, Khaled Ardah, Martin Haardt, Marc E. Pfetsch, Marius Pesavento
Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays. ICASSP (2024)
Gerald C. Nwalozie, Damir Rakhimov, Martin Haardt
Robust Near-Field Beamforming for Millimeter Wave Communication System with Aperture Perturbations. ICASSP (2024)
Li Ge, Xue Jiang, Lin Chen, Xingzhao Liu, Martin Haardt
Leveraging Tensor Subspace Prior: Enhanced Sum of Nuclear Norm Minimization for Tensor Completion. ICASSP (2024)
Liana Khamidullina, André L. F. de Almeida, Martin Haardt
Rate Splitting and Precoding Strategies for Multi-User MIMO Broadcast Channels with Common and Private Streams. ICASSP (2023)
Gerald C. Nwalozie, Damir Rakhimov, Martin Haardt
Near-Field Beamforming for MU-MIMO Millimeter Wave Communication System. EUSIPCO (2023)
Damir Rakhimov, Bile Peng, Eduard A. Jorswieck, Martin Haardt
Robust Reflective Beamforming For Non-Terrestrial Networks Under Thermal Deformations. ICASSP Workshops (2023)
Alla Manina, Mikus J. Grasis, André L. F. de Almeida, Martin Haardt
Coupled Matrix Tensor Factorization via a Semi-Algebraic Solution Based on Simultaneous Matrix Diagonalization (SECSI -CMTF). CAMSAP (2023)
Damir Rakhimov, Martin Haardt
Equivalence of Aperture Reduction in Element Space and Constrained Combination of DFT Beams in Beamspace. ICASSP (2023)
Philippe Flores, Joseph K. Chege, Konstantin Usevich, Martin Haardt, Arie Yeredor, David Brie
Probability Mass Function Estimation Approaches with Application to Flow Cytometry Data Analysis. CAMSAP (2023)
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
Data Science Education: The Signal Processing Perspective [SP Education]. IEEE Signal Process. Mag. 40 (7) (2023)
Liana Khamidullina, Gabriel Seidl, Ivan Podkurkov, Alexey Alexandrovich Korobkov, Martin Haardt
Enhanced Solutions for the Block-Term Decomposition in Rank-$(L_{r},L_{r},1)$ Terms. IEEE Trans. Signal Process. 71 (2023)
Tomer Hershkovitz, Martin Haardt, Arie Yeredor
Various Performance Bounds on the Estimation of Low-Rank Probability Mass Function Tensors from Partial Observations. ICASSP (2023)
Gerald C. Nwalozie, Martin Haardt
Robust Beamforming for Reconfigurable Intelligent Surfaces-Aided Dynamic TDD Systems. EUSIPCO (2023)
Joseph K. Chege, Mikus J. Grasis, Arie Yeredor, Martin Haardt
Bayesian Estimation of a Probability Mass Function Tensor with Automatic Rank Detection. CAMSAP (2023)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Machine Learning Based Channel Prediction for NR Type II CSI Reporting. ICC (2023)
Zhibin Yu, Ahmed Abdelkader, Xiaofeng Wu, Martin Haardt
Learning based Compressive Beam Detection Using Real-valued Beamspace Covariance Processing for mmWave Communications. SPAWC (2023)
Chengwei Zhou, Yujie Gu, Zhiguo Shi, Martin Haardt
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays. IEEE Trans. Signal Process. 71 (2023)
Marjan Maleki, Juening Jin, Martin Haardt
Low Complexity PMI Selection for BICM-MIMO Rate Maximization in 5G New Radio Systems. EUSIPCO (2023)
Tianyi Liu, Frederic Matter, Alexander Sorg, Marc E. Pfetsch, Martin Haardt, Marius Pesavento
Joint Sparse Estimation with Cardinality Constraint via Mixed-Integer Semidefinite Programming. CAMSAP (2023)
Zhibin Yu, Ahmed Abdelkader, Xiaofeng Wu, Adrian Lamoral Coines, Martin Haardt
Compressive Sensing Based High-Resolution DoA Estimation by Beamspace Covariance Gradient Descent. CAMSAP (2023)
Damir Rakhimov, Martin Haardt
Analytical Performance Assessment of 1-D ESPRIT in DFT Beamspace in Terms of Physical Parameters. ACSSC (2023)
Sepideh Gherekhloo, Khaled Ardah, André Lima Férrer de Almeida, Marjan Maleki, Martin Haardt
Nested PARAFAC Tensor-Based Channel Estimation Method for Double RIS-Aided MIMO Communication Systems. EUSIPCO (2023)
Wei Liu, Martin Haardt, Maria S. Greco, Christoph F. Mecklenbräuker, Peter Willett
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions. IEEE Signal Process. Mag. 40 (4) (2023)
Gerald C. Nwalozie, Martin Haardt
Leakage-Based Coordinated Beamforming for Reconfigurable Intelligent Surfaces-Aided Dynamic TDD Systems. EUSIPCO (2023)
Fazal-E. Asim, André L. F. de Almeida, Felix Antreich, Martin Haardt, Charles C. Cavalcante
Kronecker Product-Based Space-Time Block Codes. IEEE Wirel. Commun. Lett. 11 (2) (2022)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Machine Learning for CSI Recreation in the Digital Twin Based on Prior Knowledge. IEEE Open J. Commun. Soc. 3 (2022)
Lin Chen, Xue Jiang, Xingzhao Liu, Martin Haardt
Reweighted Low-Rank Factorization With Deep Prior for Image Restoration. IEEE Trans. Signal Process. 70 (2022)
Khaled Ardah, Sepideh Gherekhloo, André L. F. de Almeida, Martin Haardt
Double-RIS Versus Single-RIS Aided Systems: Tensor-Based Mimo Channel Estimation and Design Perspectives. ICASSP (2022)
Liana Khamidullina, André L. F. de Almeida, Martin Haardt
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems. IEEE Trans. Signal Process. 70 (2022)
Bilal Ahmad, Liana Khamidullina, Alexey Alexandrovich Korobkov, Alla Manina, Jens Haueisen, Martin Haardt
Joint Model Order Estimation for Multiple Tensors with A Coupled Mode and Applications to the Joint Decomposition of EEG, MEG Magnetometer, and Gradiometer Tensors. ICASSP (2022)
Gerald C. Nwalozie, Khaled Ardah, Martin Haardt
Reflection Design Methods for Reconfigurable Intelligent Surfaces-Aided Dynamic TDD Systems. SAM (2022)
Alexey Alexandrovich Korobkov, Marina K. Diugurova, Jens Haueisen, Martin Haardt
Robust Multi-Dimensional Model Order Estimation Using LineAr Regression of Global Eigenvalues (LaRGE). IEEE Trans. Signal Process. 70 (2022)
Joseph K. Chege, Mikus Grasis, Alla Manina, Arie Yeredor, Martin Haardt
Efficient Probability Mass Function Estimation from Partially Observed Data. IEEECONF (2022)
Patrick Agostini, Zoran Utkovski, Slawomir Stanczak, Aman Amir Memon, Bilal Zafar, Martin Haardt
Not-Too-Deep Channel Charting (N2D-CC). WCNC (2022)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Transfer Learning Capabilities of Untrained Neural Networks for MIMO CSI Recreation. ICC (2022)
Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. Signal Process. 198 (2022)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Combining AI/ML and PHY Layer Rule Based Inference - Some First Results. CoRR (2022)
Ildar Safiullin, Liana Khamidullina, Alexey Alexandrovich Korobkov, Martin Haardt
Enhanced Computation of the Coupled Block-Term Decomposition in Multilinear Rank Terms. SAM (2022)
Kristina Naskovska, Bruno Sokal, André L. F. de Almeida, Martin Haardt
Using tensor contractions to derive the structure of slice-wise multiplications of tensors with applications to space-time Khatri-Rao coding for MIMO-OFDM systems. EURASIP J. Adv. Signal Process. 2022 (1) (2022)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Combining AI/ML and PHY Layer Rule Based Inference - Some First Results. SPAWC (2022)
Bruno Sokal, Paulo R. B. Gomes, André L. F. de Almeida, Martin Haardt
Tensor-Based Receiver for Joint Channel, Data, and Phase-Noise Estimation in MIMO-OFDM Systems. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Khaled Ardah, Martin Haardt
Compressed Sensing Constant Modulus Constrained Projection Matrix Design and High-Resolution DoA Estimation Methods. WSA (2021)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains. CoRR (2021)
Lin Chen, Xue Jiang, Zhimeng Zhong, Xingzhao Liu, Martin Haardt
Tensor-Based Downlink Channel Reconstruction for FDD Massive MIMO. ACSCC (2021)
Hang Zheng, Zhiguo Shi, Chengwei Zhou, Martin Haardt, Jian Chen
Coupled Coarray Tensor CPD for DOA Estimation With Coprime L-Shaped Array. IEEE Signal Process. Lett. 28 (2021)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Machine Learning for Model Order Selection in MIMO OFDM Systems. CoRR (2021)
Liana Khamidullina, Ivan Podkurkov, Martin Haardt
Conditional and Unconditional Cramér-Rao Bounds for Near-Field Localization in Bistatic MIMO Radar Systems. IEEE Trans. Signal Process. 69 (2021)
Diana M. V. Melo, Lukas T. N. Landau, Lucas N. Ribeiro, Martin Haardt
Time-Instance Zero-Crossing Precoding with Quality-of-Service Constraints. SSP (2021)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Machine Learning for CSI Recreation Based on Prior Knowledge. CoRR (2021)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains. ICC Workshops (2021)
Liana Khamidullina, André Lima Férrer de Almeida, Martin Haardt
ML-GSVD-based MIMO-NOMA Networks. WSA (2021)
Sepideh Gherekhloo, Khaled Ardah, André L. F. de Almeida, Martin Haardt
Tensor-Based Channel Estimation and Reflection Design for RIS-Aided Millimeter-Wave MIMO Communication Systems. ACSCC (2021)
Lucas N. Ribeiro, Stefan Schwarz, Martin Haardt
Low-Complexity Zero-Forcing Precoding for XL-MIMO Transmissions. EUSIPCO (2021)
Damir Rakhimov, Adel Rakhimov, Adel Nadeev, Martin Haardt
Tensor Formulation of the Cramer-Rao Lower Bound for Beamspace Channel Estimation in mmWave MIMO-OFDM. WSA (2021)
Yao Cheng, Michael Riesmeyer, Jens Haueisen, Martin Haardt
, 1) Decomposition for the Detection of the 200 Hz Band Activity in Somatosensory Evoked Magnetic Fields and Somatosensory Evoked Electrical Potentials. IEEE Access 9 (2021)
Khaled Ardah, Sepideh Gherekhloo, André L. F. de Almeida, Martin Haardt
TRICE: A Channel Estimation Framework for RIS-Aided Millimeter-Wave MIMO Systems. IEEE Signal Process. Lett. 28 (2021)
Khaled Ardah, Martin Haardt, Tianyi Liu, Frederic Matter, Marius Pesavento, Marc E. Pfetsch
Recovery under Side Constraints. CoRR (2021)
Sepideh Gherekhloo, Khaled Ardah, Martin Haardt
Fully Digital and Hybrid Beamforming Design for Millimeter-Wave MIMO-OFDM Two-Way Relaying Systems. SSP (2021)
Bruno Sokal, Paulo R. B. Gomes, André L. F. de Almeida, Martin Haardt
Joint Channel, Data, and Phase-Noise Estimation in MIMO-OFDM Systems Using a Tensor Modeling Approach. ICASSP (2021)
Jianshu Zhang, Damir Rakhimov, Martin Haardt
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Brenda Vilas Boas, Wolfgang Zirwas, Martin Haardt
Transfer Learning Capabilities of Untrained Neural Networks for MIMO CSI Recreation. CoRR (2021)
Alla Manina, Mikus Grasis, Liana Khamidullina, Alexey Alexandrovich Korobkov, Jens Haueisen, Martin Haardt
Coupled CP Decomposition of EEG and MEG Magnetometer and Gradiometer Measurements via the Coupled SECSI Framework. ACSCC (2021)
Lucas N. Ribeiro, Stefan Schwarz, Martin Haardt
Low-Complexity Zero-Forcing Precoding for XL-MIMO Transmissions. CoRR (2021)
Ivan Podkurkov, Gabriel Seidl, Liana Khamidullina, Adel Nadeev, Martin Haardt
Tensor-Based Near-Field Localization Using Massive Antenna Arrays. IEEE Trans. Signal Process. 69 (2021)
Khaled Ardah, Bruno Sokal, André L. F. de Almeida, Martin Haardt
Compressed Sensing Based Channel Estimation and Open-loop Training Design for Hybrid Analog-digital Massive MIMO Systems. ICASSP (2020)
Sepideh Gherekhloo, Khaled Ardah, Martin Haardt
Hybrid Beamforming Design for Downlink MU-MIMO-OFDM Millimeter-Wave Systems. SAM (2020)
Bruno Sokal, André L. F. de Almeida, Martin Haardt
Semi-blind receivers for MIMO multi-relaying systems via rank-one tensor approximations. Signal Process. 166 (2020)
Liana Khamidullina, André L. F. de Almeida, Martin Haardt
Multilinear Generalized Singular Value Decomposition (Ml-gsvd) with Application to Coordinated Beamforming in Multi-user Mimo Systems. ICASSP (2020)
Alexey Alexandrovich Korobkov, Marina K. Diugurova, Jens Haueisen, Martin Haardt
Multi-dimensional model order estimation using LineAr Regression of Global Eigenvalues (LaRGE) with applications to EEG and MEG recordings. EUSIPCO (2020)
Diana M. V. Melo, Lukas T. N. Landau, Lucas N. Ribeiro, Martin Haardt
Iterative MMSE Space-Time Zero-Crossing Precoding for Channels With 1-Bit Quantization and Oversampling. ACSSC (2020)
Fazal-E. Asim, André L. F. de Almeida, Martin Haardt, Charles C. Cavalcante, Josef A. Nossek
Rank-One Detector for Kronecker-Structured Constant Modulus Constellations. IEEE Signal Process. Lett. 27 (2020)
Lucas N. Ribeiro, Stefan Schwarz, André L. F. de Almeida, Martin Haardt
Low-Complexity Massive MIMO Tensor Precoding. ACSSC (2020)
Chengwei Zhou, Yujie Gu, Zhiguo Shi, Martin Haardt
Direction-of-Arrival Estimation for Coprime Arrays via Coarray Correlation Reconstruction: A One-Bit Perspective. SAM (2020)
Damir Rakhimov, Sai Pavan Deram, Bruno Sokal, Kristina Naskovska, André Lima Férrer de Almeida, Martin Haardt
Iterative Tensor Receiver for MIMO-GFDM systems. SAM (2020)
Wolfgang Zirwas, Diomidis Michalopoulos, Brenda Vilas Boas, Martin Haardt
Highly Accurate Multipath Component Delay Estimation. WSA (2020)
Daniel Valle de Lima, Mateus da Rosa Zanatta, João Paulo C. L. da Costa, Rafael T. de Sousa Jr., Martin Haardt
Robust tensor-based techniques for antenna array-based GNSS receivers in scenarios with highly correlated multipath components. Digit. Signal Process. 101 (2020)
Fazal-E. Asim, André L. F. de Almeida, Martin Haardt, Charles C. Cavalcante, Josef A. Nossek
Multi-Linear Encoding and Decoding for MIMO Systems. SAM (2020)
Mateus da Rosa Zanatta, João Paulo Carvalho Lustosa da Costa, Felix Antreich, Martin Haardt, Gordon Elger, Fábio Lúcio Lopes de Mendonça, Rafael Timóteo de Sousa Jr.
Tensor-Based Framework With Model Order Selection and High Accuracy Factor Decomposition for Time-Delay Estimation in Dynamic Multipath Scenarios. IEEE Access 8 (2020)
Khaled Ardah, André L. F. de Almeida, Martin Haardt
A Gridless CS Approach for Channel Estimation in Hybrid Massive MIMO Systems. ICASSP (2019)
Keke Zu, Jun Zhu, Martin Haardt
Uplink Multi-user MIMO Detection via Parallel Access. ICASSP (2019)
Bruno Sokal, Martin Haardt, André L. F. de Almeida
Semi-Blind Receiver for Two-Hop MIMO Relaying Systems via Selective Kronecker Product Modeling. CAMSAP (2019)
Walter da C. Freitas, Gérard Favier, André L. F. de Almeida, Martin Haardt
Two-Way MIMO Decode-and-Forward Relaying Systems with Tensor Space-Time Coding. EUSIPCO (2019)
Thomas A. Baran, Gene Frantz, Fernando A. Mujica, Mariappan S. Nadar, Brian M. Sadler, Yonina C. Eldar, Martin Haardt, Peter Willett
An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum]. IEEE Signal Process. Mag. 36 (2) (2019)
Mike Wolf, Martin Haardt
On the DC balance of multi-level PAM VLC systems. ICTON (2019)
Arie Yeredor, Martin Haardt
Estimation of a Low-Rank Probability-Tensor from Sample Sub-Tensors via Joint Factorization Minimizing the Kullback-Leibler Divergence. EUSIPCO (2019)
Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. CAMSAP (2019)
Damir Rakhimov, Jianshu Zhang, André Lima Férrer de Almeida, Adel Nadeev, Martin Haardt
Channel Estimation for Hybrid Multi-Carrier mmWave MIMO Systems Using 3-D Unitary Tensor-ESPRIT in DFT beamspace. ACSSC (2019)
Sharon Gannot, Martin Haardt, Walter Kellermann, Peter Willett
Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes. IEEE J. Sel. Top. Signal Process. 13 (1) (2019)
Yao Cheng, Martin Haardt
Efficient computation of the PARAFAC2 decomposition. ACSSC (2019)
Yao Cheng, Martin Haardt
Enhanced Direct Fitting Algorithms for PARAFAC2 With Algebraic Ingredients. IEEE Signal Process. Lett. 26 (4) (2019)
Khaled Ardah, Marius Pesavento, Martin Haardt
A Novel Sensing Matrix Design for Compressed Sensing via Mutual Coherence Minimization. CAMSAP (2019)
Khaled Ardah, André L. F. de Almeida, Martin Haardt
Low-Complexity Millimeter Wave CSI Estimation in MIMO-OFDM Hybrid Beamforming Systems. WSA (2019)
Arie Yeredor, Martin Haardt
Maximum Likelihood Estimation of a Low-Rank Probability Mass Tensor From Partial Observations. IEEE Signal Process. Lett. 26 (10) (2019)
Liana Khamidullina, Yao Cheng, Martin Haardt
Constrained Tensor Decompositions for Semi-blind MIMO Detection. WSA (2019)
Ivan Podkurkov, Jianshu Zhang, Adel Nadeev, Martin Haardt
Efficient Multidimensional Wideband Parameter Estimation for OFDM Based Joint Radar and Communication Systems. IEEE Access 7 (2019)
Nuan Song, Tao Yang, Martin Haardt
Non-linear precoding based hybrid space-ground beamforming for multi-beam satellite systems. WSA (2018)
Amir Weiss, Sher Ali Cheema, Martin Haardt, Arie Yeredor
Performance Analysis of the Gaussian Quasi-Maximum Likelihood Approach for Independent Vector Analysis. IEEE Trans. Signal Process. 66 (19) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Haardt