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Helmut Bölcskei
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- affiliation: ETH Zurich, Switzerland
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2020 – today
- 2024
- [i88]Yani Zhang, Helmut Bölcskei:
Extracting Formulae in Many-Valued Logic from Deep Neural Networks. CoRR abs/2401.12113 (2024) - [i87]Yani Zhang, Helmut Bölcskei:
Cellular automata, many-valued logic, and deep neural networks. CoRR abs/2404.05259 (2024) - [i86]Weigutian Ou, Philipp Schenkel, Helmut Bölcskei:
Three Quantization Regimes for ReLU Networks. CoRR abs/2405.01952 (2024) - [i85]Valentin Abadie, Helmut Bölcskei:
On the invariance of the Kolmogorov complexity of β-expansions. CoRR abs/2405.03816 (2024) - [i84]Yang Pan, Clemens Hutter, Helmut Bölcskei:
Metric-Entropy Limits on Nonlinear Dynamical System Learning. CoRR abs/2407.01250 (2024) - [i83]Weigutian Ou, Helmut Bölcskei:
Covering Numbers for Deep ReLU Networks with Applications to Function Approximation and Nonparametric Regression. CoRR abs/2410.06378 (2024) - 2023
- [i82]Erwin Riegler, Günther Koliander
, David Stotz, Helmut Bölcskei:
Completion of Matrices with Low Description Complexity. CoRR abs/2303.03731 (2023) - 2022
- [j62]Recep Gül
Canonical Conditions for K/2 Degrees of Freedom. IEEE Trans. Inf. Theory 68(3): 1716-1730 (2022) - [i81]Clemens Hutter, Thomas Allard, Helmut Bölcskei:
Metric entropy of causal, discrete-time LTI systems. CoRR abs/2211.15466 (2022) - 2021
- [j61]Dennis Elbrächter, Dmytro Perekrestenko
Deep Neural Network Approximation Theory. IEEE Trans. Inf. Theory 67(5): 2581-2623 (2021) - [i80]Verner Vlacic, Céline Aubel, Helmut Bölcskei:
Beurling-type density criteria for system identification. CoRR abs/2101.09341 (2021) - [i79]Clemens Hutter, Recep Gül, Helmut Bölcskei:
Metric Entropy Limits on Recurrent Neural Network Learning of Linear Dynamical Systems. CoRR abs/2105.02556 (2021) - [i78]Dmytro Perekrestenko, Léandre Eberhard, Helmut Bölcskei:
High-Dimensional Distribution Generation Through Deep Neural Networks. CoRR abs/2107.12466 (2021) - [i77]Erwin Riegler, Helmut Bölcskei, Günther Koliander:
Lossy Compression of General Random Variables. CoRR abs/2111.12312 (2021) - 2020
- [c80]Dmytro Perekrestenko, Stephan Müller, Helmut Bölcskei:
Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks. ICML 2020: 7610-7619 - [i76]Recep Gül, David Stotz, Syed Ali Jafar, Helmut Bölcskei, Shlomo Shamai:
Canonical Conditions for K/2 Degrees of Freedom. CoRR abs/2006.02310 (2020) - [i75]Verner Vlacic, Helmut Bölcskei:
Affine Symmetries and Neural Network Identifiability. CoRR abs/2006.11727 (2020) - [i74]Dmytro Perekrestenko, Stephan Müller, Helmut Bölcskei:
Constructive Universal High-Dimensional Distribution Generation through Deep ReLU Networks. CoRR abs/2006.16664 (2020)
2010 – 2019
- 2019
- [j60]Helmut Bölcskei
Optimal Approximation with Sparsely Connected Deep Neural Networks. SIAM J. Math. Data Sci. 1(1): 8-45 (2019) - [j59]Giovanni Alberti
Lossless Analog Compression. IEEE Trans. Inf. Theory 65(11): 7480-7513 (2019) - [i73]Philipp Grohs, Dmytro Perekrestenko, Dennis Elbrächter, Helmut Bölcskei:
Deep Neural Network Approximation Theory. CoRR abs/1901.02220 (2019) - [i72]Verner Vlacic, Helmut Bölcskei:
Neural network identifiability for a family of sigmoidal nonlinearities. CoRR abs/1906.06994 (2019) - 2018
- [j58]Miguel R. D. Rodrigues
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing. IEEE J. Sel. Top. Signal Process. 12(5): 821-824 (2018) - [j57]Thomas Wiatowski
A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction. IEEE Trans. Inf. Theory 64(3): 1845-1866 (2018) - [j56]Michael Tschannen
Noisy Subspace Clustering via Matching Pursuits. IEEE Trans. Inf. Theory 64(6): 4081-4104 (2018) - [j55]Thomas Wiatowski
Energy Propagation in Deep Convolutional Neural Networks. IEEE Trans. Inf. Theory 64(7): 4819-4842 (2018) - [c79]Erwin Riegler, Helmut Bölcskei, Günther Koliander
Rate-Distortion Theory for General Sets and Measures. ISIT 2018: 101-105 - [c78]Recep Gül, Helmut Bölcskei, Shlomo Shamai
Necessary Conditions for K/2 Degrees of Freedom. ISIT 2018: 2574-2578 - [i71]Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis, Günther Koliander, Erwin Riegler:
Lossless Analog Compression. CoRR abs/1803.06887 (2018) - [i70]Erwin Riegler, Günther Koliander, Helmut Bölcskei:
Rate-Distortion Theory for General Sets and Measures. CoRR abs/1804.08980 (2018) - [i69]Recep Gül, Helmut Bölcskei, Shlomo Shamai:
Necessary Conditions for K/2 Degrees of Freedom. CoRR abs/1805.03100 (2018) - [i68]Dmytro Perekrestenko, Philipp Grohs, Dennis Elbrächter, Helmut Bölcskei:
The universal approximation power of finite-width deep ReLU networks. CoRR abs/1806.01528 (2018) - [i67]Erwin Riegler, Helmut Bölcskei:
Uncertainty relations and sparse signal recovery. CoRR abs/1811.03996 (2018) - 2017
- [j54]David Stotz, Erwin Riegler
Almost Lossless Analog Signal Separation and Probabilistic Uncertainty Relations. IEEE Trans. Inf. Theory 63(9): 5445-5460 (2017) - [c77]Philipp Grohs
Energy decay and conservation in deep convolutional neural networks. ISIT 2017: 1356-1360 - [i66]Céline Aubel, Helmut Bölcskei:
Vandermonde Matrices with Nodes in the Unit Disk and the Large Sieve. CoRR abs/1701.02538 (2017) - [i65]Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei:
Energy Propagation in Deep Convolutional Neural Networks. CoRR abs/1704.03636 (2017) - [i64]Helmut Bölcskei, Philipp Grohs, Gitta Kutyniok, Philipp Petersen:
Optimal Approximation with Sparsely Connected Deep Neural Networks. CoRR abs/1705.01714 (2017) - [i63]Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei:
Topology Reduction in Deep Convolutional Feature Extraction Networks. CoRR abs/1707.02711 (2017) - 2016
- [j53]David Stotz
Degrees of Freedom in Vector Interference Channels. IEEE Trans. Inf. Theory 62(7): 4172-4197 (2016) - [j52]David Stotz, Helmut Bölcskei:
Characterizing Degrees of Freedom Through Additive Combinatorics. IEEE Trans. Inf. Theory 62(11): 6423-6435 (2016) - [c76]Thomas Wiatowski, Michael Tschannen, Aleksandar Stanic, Philipp Grohs, Helmut Bölcskei:
Discrete Deep Feature Extraction: A Theory and New Architectures. ICML 2016: 2149-2158 - [c75]Philipp Grohs, Thomas Wiatowski, Helmut Bölcskei:
Deep convolutional neural networks on cartoon functions. ISIT 2016: 1163-1167 - [c74]David Stotz, Syed Ali Jafar
Canonical conditions for K/2 degrees of freedom. ISIT 2016: 1292-1296 - [c73]Céline Aubel, Helmut Bölcskei:
Deterministic performance analysis of subspace methods for cisoid parameter estimation. ISIT 2016: 1551-1555 - [c72]Giovanni Alberti
Lossless linear analog compression. ISIT 2016: 2789-2793 - [i62]Céline Aubel, Helmut Bölcskei:
Deterministic Performance Analysis of Subspace Methods for Cisoid Parameter Estimation. CoRR abs/1604.07196 (2016) - [i61]Philipp Grohs, Thomas Wiatowski, Helmut Bölcskei:
Deep Convolutional Neural Networks on Cartoon Functions. CoRR abs/1605.00031 (2016) - [i60]Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis, Günther Koliander, Erwin Riegler:
Lossless Linear Analog Compression. CoRR abs/1605.00912 (2016) - [i59]Thomas Wiatowski, Michael Tschannen, Aleksandar Stanic, Philipp Grohs, Helmut Bölcskei:
Discrete Deep Feature Extraction: A Theory and New Architectures. CoRR abs/1605.08283 (2016) - [i58]Michael Tschannen, Helmut Bölcskei:
Robust nonparametric nearest neighbor random process clustering. CoRR abs/1612.01103 (2016) - [i57]Michael Tschannen, Helmut Bölcskei:
Noisy subspace clustering via matching pursuits. CoRR abs/1612.03450 (2016) - 2015
- [j51]Reinhard Heckel, Helmut Bölcskei:
Robust Subspace Clustering via Thresholding. IEEE Trans. Inf. Theory 61(11): 6320-6342 (2015) - [c71]Michael Tschannen, Helmut Bölcskei:
Nonparametric nearest neighbor random process clustering. ISIT 2015: 1207-1211 - [c70]Thomas Wiatowski, Helmut Bölcskei:
Deep convolutional neural networks based on semi-discrete frames. ISIT 2015: 1212-1216 - [c69]Erwin Riegler, David Stotz, Helmut Bölcskei:
Information-theoretic limits of matrix completion. ISIT 2015: 1836-1840 - [c68]Céline Aubel, Helmut Bölcskei:
Density criteria for the identification of linear time-varying systems. ISIT 2015: 2568-2572 - [i56]Erwin Riegler, David Stotz, Helmut Bölcskei:
Information-Theoretic Limits of Matrix Completion. CoRR abs/1504.04970 (2015) - [i55]Céline Aubel, Helmut Bölcskei:
Density Criteria for the Identification of Linear Time-Varying Systems. CoRR abs/1504.05036 (2015) - [i54]Michael Tschannen, Helmut Bölcskei:
Nonparametric Nearest Neighbor Random Process Clustering. CoRR abs/1504.05059 (2015) - [i53]Thomas Wiatowski, Helmut Bölcskei:
Deep Convolutional Neural Networks Based on Semi-Discrete Frames. CoRR abs/1504.05487 (2015) - [i52]David Stotz, Helmut Bölcskei:
Characterizing degrees of freedom through additive combinatorics. CoRR abs/1506.01866 (2015) - [i51]Reinhard Heckel, Michael Tschannen, Helmut Bölcskei:
Dimensionality-reduced subspace clustering. CoRR abs/1507.07105 (2015) - [i50]Céline Aubel, David Stotz, Helmut Bölcskei:
A Theory of Super-Resolution from Short-Time Fourier Transform Measurements. CoRR abs/1509.01047 (2015) - [i49]David Stotz, Erwin Riegler, Eirikur Agustsson, Helmut Bölcskei:
Almost lossless analog signal separation and probabilistic uncertainty relations. CoRR abs/1512.01017 (2015) - [i48]Thomas Wiatowski, Helmut Bölcskei:
A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction. CoRR abs/1512.06293 (2015) - 2014
- [c67]Céline Aubel, David Stotz, Helmut Bölcskei:
Super-resolution from short-time Fourier transform measurements. ICASSP 2014: 36-40 - [c66]Alexander Jung
Compressive nonparametric graphical model selection for time series. ICASSP 2014: 769-773 - [c65]Reinhard Heckel, Eirikur Agustsson, Helmut Bölcskei:
Neighborhood selection for thresholding-based subspace clustering. ICASSP 2014: 6761-6765 - [c64]David Stotz, Helmut Bölcskei:
Explicit and almost sure conditions for K/2 degrees of freedom. ISIT 2014: 471-475 - [c63]Reinhard Heckel, Michael Tschannen, Helmut Bölcskei:
Subspace clustering of dimensionality-reduced data. ISIT 2014: 2997-3001 - [i47]Céline Aubel, David Stotz, Helmut Bölcskei:
Super-Resolution from Short-Time Fourier Transform Measurements. CoRR abs/1403.2239 (2014) - [i46]Reinhard Heckel, Eirikur Agustsson, Helmut Bölcskei:
Neighborhood Selection for Thresholding-based Subspace Clustering. CoRR abs/1403.3438 (2014) - [i45]Reinhard Heckel, Michael Tschannen, Helmut Bölcskei:
Subspace clustering of dimensionality-reduced data. CoRR abs/1404.6818 (2014) - [i44]David Stotz, Helmut Bölcskei:
Explicit and almost sure conditions for K/2 degrees of freedom. CoRR abs/1404.7374 (2014) - 2013
- [j50]Gerald Matz
Time-Frequency Foundations of Communications: Concepts and Tools. IEEE Signal Process. Mag. 30(6): 87-96 (2013) - [j49]Veniamin I. Morgenshtern
Capacity Pre-Log of Noncoherent SIMO Channels Via Hironaka's Theorem. IEEE Trans. Inf. Theory 59(7): 4213-4229 (2013) - [j48]Reinhard Heckel, Helmut Bölcskei:
Identification of Sparse Linear Operators. IEEE Trans. Inf. Theory 59(12): 7985-8000 (2013) - [c62]Reinhard Heckel, Helmut Bölcskei:
Subspace clustering via thresholding and spectral clustering. ICASSP 2013: 3263-3267 - [c61]David Stotz, Erwin Riegler, Helmut Bölcskei:
Almost lossless analog signal separation. ISIT 2013: 106-110 - [c60]Reinhard Heckel, Helmut Bölcskei:
Noisy subspace clustering via thresholding. ISIT 2013: 1382-1386 - [i43]Reinhard Heckel, Helmut Bölcskei:
Subspace Clustering via Thresholding and Spectral Clustering. CoRR abs/1303.3716 (2013) - [i42]David Stotz, Erwin Riegler, Helmut Bölcskei:
Almost Lossless Analog Signal Separation. CoRR abs/1305.3422 (2013) - [i41]Reinhard Heckel, Helmut Bölcskei:
Noisy Subspace Clustering via Thresholding. CoRR abs/1305.3486 (2013) - [i40]Gerald Matz, Helmut Bölcskei, Franz Hlawatsch:
Time-Frequency Foundations of Communications. CoRR abs/1307.4790 (2013) - [i39]Reinhard Heckel, Helmut Bölcskei:
Robust Subspace Clustering via Thresholding. CoRR abs/1307.4891 (2013) - 2012
- [j47]Patrick Kuppinger, Giuseppe Durisi
Uncertainty Relations and Sparse Signal Recovery for Pairs of General Signal Sets. IEEE Trans. Inf. Theory 58(1): 263-277 (2012) - [j46]Christoph Studer, Patrick Kuppinger, Graeme Pope, Helmut Bölcskei:
Recovery of Sparsely Corrupted Signals. IEEE Trans. Inf. Theory 58(5): 3115-3130 (2012) - [j45]Cemal Akçaba, Helmut Bölcskei:
Diversity-Multiplexing Tradeoff in Two-User Fading Interference Channels. IEEE Trans. Inf. Theory 58(7): 4462-4480 (2012) - [j44]Giuseppe Durisi
On the Sensitivity of Continuous-Time Noncoherent Fading Channel Capacity. IEEE Trans. Inf. Theory 58(10): 6372-6391 (2012) - [c59]Reinhard Heckel, Helmut Bölcskei:
Joint sparsity with different measurement matrices. Allerton Conference 2012: 698-702 - [c58]David Stotz, Helmut Bölcskei:
Degrees of freedom in vector interference channels. Allerton Conference 2012: 1755-1760 - [c57]Graeme Pope, Helmut Bölcskei:
Sparse signal recovery in Hilbert spaces. ISIT 2012: 1463-1467 - [c56]Céline Aubel, Christoph Studer, Graeme Pope, Helmut Bölcskei:
Sparse signal separation in redundant dictionaries. ISIT 2012: 2047-2051 - [i38]Veniamin I. Morgenshtern, Erwin Riegler, Wei Yang, Giuseppe Durisi, Shaowei Lin, Bernd Sturmfels, Helmut Bölcskei:
Capacity Pre-Log of Noncoherent SIMO Channels via Hironaka's Theorem. CoRR abs/1204.2775 (2012) - [i37]Céline Aubel, Christoph Studer, Graeme Pope, Helmut Bölcskei:
Sparse Signal Separation in Redundant Dictionaries. CoRR abs/1205.4551 (2012) - [i36]Graeme Pope, Helmut Bölcskei:
Sparse Signal Recovery in Hilbert Spaces. CoRR abs/1205.4583 (2012) - [i35]Reinhard Heckel, Helmut Bölcskei:
Identification of Sparse Linear Operators. CoRR abs/1209.5187 (2012) - [i34]David Stotz, Helmut Bölcskei:
Degrees of Freedom in Vector Interference Channels. CoRR abs/1210.2259 (2012) - [i33]Reinhard Heckel, Helmut Bölcskei:
Joint Sparsity with Different Measurement Matrices. CoRR abs/1210.2272 (2012) - 2011
- [j43]Dominik Seethaler, Joakim Jaldén
On the Complexity Distribution of Sphere Decoding. IEEE Trans. Inf. Theory 57(9): 5754-5768 (2011) - [j42]Daniel S. Baum, Helmut Bölcskei:
Information-Theoretic Analysis of MIMO Channel Sounding. IEEE Trans. Inf. Theory 57(11): 7555-7577 (2011) - [j41]Davide Cescato, Helmut Bölcskei:
Algorithms for Interpolation-Based QR Decomposition in MIMO-OFDM Systems. IEEE Trans. Signal Process. 59(4): 1719-1733 (2011) - [c55]Reinhard Heckel, Helmut Bölcskei:
Compressive identification of linear operators. ISIT 2011: 1412-1416 - [c54]Christoph Studer, Patrick Kuppinger, Graeme Pope, Helmut Bölcskei:
Sparse signal recovery from sparsely corrupted measurements. ISIT 2011: 1422-1426 - [c53]Erwin Riegler, Veniamin I. Morgenshtern
Noncoherent SIMO pre-log via resolution of singularities. ISIT 2011: 2020-2024 - [i32]Patrick Kuppinger, Giuseppe Durisi, Helmut Bölcskei:
Uncertainty Relations and Sparse Signal Recovery for Pairs of General Signal Sets. CoRR abs/1102.0522 (2011) - [i31]Christoph Studer, Patrick Kuppinger, Graeme Pope, Helmut Bölcskei:
Recovery of Sparsely Corrupted Signals. CoRR abs/1102.1621 (2011) - [i30]Veniamin I. Morgenshtern, Helmut Bölcskei:
A Short Course on Frame Theory. CoRR abs/1104.4300 (2011) - [i29]Giuseppe Durisi, Helmut Bölcskei:
High-SNR Capacity of Wireless Communication Channels in the Noncoherent Setting: A Primer. CoRR abs/1105.1246 (2011) - [i28]Reinhard Heckel, Helmut Bölcskei:
Compressive Identification of Linear Operators. CoRR abs/1105.5215 (2011) - [i27]Erwin Riegler, Veniamin I. Morgenshtern, Giuseppe Durisi, Shaowei Lin, Bernd Sturmfels, Helmut Bölcskei:
Noncoherent SIMO Pre-Log via Resolution of Singularities. CoRR abs/1105.6009 (2011) - [i26]Giuseppe Durisi, Veniamin I. Morgenshtern, Helmut Bölcskei:
Sensitivity of Noncoherent WSSUS Fading Channel Capacity. CoRR abs/1107.2527 (2011) - 2010
- [j40]Giuseppe Durisi
Noncoherent capacity of underspread fading channels. IEEE Trans. Inf. Theory 56(1): 367-395 (2010) - [j39]Dominik Seethaler, Helmut Bölcskei:
Performance and complexity analysis of infinity-norm sphere-decoding. IEEE Trans. Inf. Theory 56(3): 1085-1105 (2010) - [j38]Davide Cescato, Helmut Bölcskei:
QR decomposition of Laurent polynomial matrices sampled on the unit circle. IEEE Trans. Inf. Theory 56(9): 4754-4761 (2010) - [j37]Christoph Studer, Helmut Bölcskei:
Soft-input soft-output single tree-search sphere decoding. IEEE Trans. Inf. Theory 56(10): 4827-4842 (2010) - [j36]Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei:
Block-sparse signals: uncertainty relations and efficient recovery. IEEE Trans. Signal Process. 58(6): 3042-3054 (2010) - [c52]Veniamin I. Morgenshtern
The SIMO pre-log can be larger than the SISO pre-log. ISIT 2010: 320-324 - [c51]Patrick Kuppinger, Giuseppe Durisi
Where is randomness needed to break the square-root bottleneck? ISIT 2010: 1578-1582 - [i25]Veniamin I. Morgenshtern, Giuseppe Durisi, Helmut Bölcskei:
The SIMO Pre-Log Can Be Larger Than the SISO Pre-Log. CoRR abs/1004.3755 (2010) - [i24]Patrick Kuppinger, Giuseppe Durisi, Helmut Bölcskei:
Where is Randomness Needed to Break the Square-Root Bottleneck? CoRR abs/1004.3878 (2010)
2000 – 2009
- 2009
- [j35]Ulrich G. Schuster, Giuseppe Durisi
Capacity bounds for peak-constrained multiantenna wideband channels. IEEE Trans. Commun. 57(9): 2686-2696 (2009) - [j34]Daniel E. Quevedo
Quantization of Filter Bank Frame Expansions Through Moving Horizon Optimization. IEEE Trans. Signal Process. 57(2): 503-515 (2009) - [c50]Yonina C. Eldar, Helmut Bölcskei:
Block-sparsity: Coherence and efficient recovery. ICASSP 2009: 2885-2888 - [c49]Dominik Seethaler, Joakim Jaldén
Tail behavior of sphere-decoding complexity in random lattices. ISIT 2009: 729-733 - [c48]Cemal Akçaba, Helmut Bölcskei:
On the achievable diversity-multiplexing tradeoff in interference channels. ISIT 2009: 1604-1608 - [c47]Helmut Bölcskei, Jatin Thukral:
Interference alignment with limited feedback. ISIT 2009: 1759-1763 - [c46]Giuseppe Durisi
On the sensitivity of noncoherent capacity to the channel model. ISIT 2009: 2174-2178 - [i23]Cemal Akçaba, Helmut Bölcskei:
On the achievable diversity-multiplexing tradeoff in interference channels. CoRR abs/0903.2226 (2009) - [i22]Jatin Thukral, Helmut Bölcskei:
Interference Alignment with Limited Feedback. CoRR abs/0905.0374 (2009) - [i21]Giuseppe Durisi, Veniamin I. Morgenshtern, Helmut Bölcskei:
On the Sensitivity of Noncoherent Capacity to the Channel Model. CoRR abs/0905.0619 (2009) - [i20]Cemal Akçaba, Helmut Bölcskei:
Diversity-Multiplexing Tradeoff in Fading Interference Channels. CoRR abs/0905.0721 (2009) - [i19]Dominik Seethaler, Joakim Jaldén, Christoph Studer, Helmut Bölcskei:
Tail Behavior of Sphere-Decoding Complexity in Random Lattices. CoRR abs/0905.1215 (2009) - [i18]Pedro Coronel, Markus E. Gärtner, Helmut Bölcskei:
Selective-Fading Multiple-Access MIMO Channels: Diversity-Multiplexing Tradeoff and Dominant Outage Event Regions. CoRR abs/0905.1386 (2009) - [i17]Christoph Studer, Helmut Bölcskei:
Soft-Input Soft-Output Single Tree-Search Sphere Decoding. CoRR abs/0906.0840 (2009) - [i16]Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei:
Compressed Sensing of Block-Sparse Signals: Uncertainty Relations and Efficient Recovery. CoRR abs/0906.3173 (2009) - [i15]Pedro Coronel, Helmut Bölcskei:
Optimal Diversity-Multiplexing Tradeoff in Selective-Fading MIMO Channels. CoRR abs/0907.2391 (2009) - [i14]Patrick Kuppinger, Giuseppe Durisi, Helmut Bölcskei:
Improved Sparsity Thresholds Through Dictionary Splitting. CoRR abs/0908.1676 (2009) - 2008
- [j33]Christoph Studer, Andreas Burg
Soft-output sphere decoding: algorithms and VLSI implementation. IEEE J. Sel. Areas Commun. 26(2): 290-300 (2008) - [c45]Christoph Studer
Finite lattice-size effects in MIMO detection. ACSCC 2008: 2032-2037 - [c44]Pedro Coronel, Markus E. Gärtner, Helmut Bölcskei:
Diversity-multiplexing tradeoff in selective-fading multiple-access MIMO channels. ISIT 2008: 915-919 - [c43]Ulrich G. Schuster, Giuseppe Durisi
Capacity bounds for peak-constrained multiantenna wideband channels. ISIT 2008: 1582-1586 - [c42]Dominik Seethaler, Helmut Bölcskei:
Infinity-norm sphere-decoding. ISIT 2008: 2002-2006 - [c41]Christoph Studer
Soft-input soft-output sphere decoding. ISIT 2008: 2007-2011 - [i13]Ulrich G. Schuster, Giuseppe Durisi, Helmut Bölcskei, H. Vincent Poor:
Capacity Bounds for Peak-Constrained Multiantenna Wideband Channels. CoRR abs/0801.1002 (2008) - [i12]Giuseppe Durisi, Ulrich G. Schuster, Helmut Bölcskei, Shlomo Shamai:
Noncoherent Capacity of Underspread Fading Channels. CoRR abs/0804.1748 (2008) - [i11]Pedro Coronel, Markus E. Gärtner, Helmut Bölcskei:
Diversity-Multiplexing Tradeoff in Selective-Fading Multiple-Access MIMO Channels. CoRR abs/0805.0131 (2008) - [i10]Dominik Seethaler, Helmut Bölcskei:
Infinity-Norm Sphere-Decoding. CoRR abs/0805.0577 (2008) - [i9]Christoph Studer, Dominik Seethaler, Helmut Bölcskei:
Finite Lattice-Size Effects in MIMO Detection. CoRR abs/0811.4339 (2008) - [i8]Christoph Studer, Helmut Bölcskei:
Soft-Input Soft-Output Sphere Decoding. CoRR abs/0811.4354 (2008) - [i7]Yonina C. Eldar, Helmut Bölcskei:
Block-Sparsity: Coherence and Efficient Recovery. CoRR abs/0812.0329 (2008) - 2007
- [j32]Veniamin I. Morgenshtern
Crystallization in Large Wireless Networks. IEEE Trans. Inf. Theory 53(10): 3319-3349 (2007) - [j31]Ulrich G. Schuster, Helmut Bölcskei:
Ultrawideband Channel Modeling on the Basis of Information-Theoretic Criteria. IEEE Trans. Wirel. Commun. 6(7): 2464-2475 (2007) - [c40]Giuseppe Durisi
Capacity of Underspread Noncoherent WSSUS Fading Channels under Peak Signal Constraints. ISIT 2007: 156-160 - [c39]Markus E. Gärtner, Helmut Bölcskei:
On the "Critical Rate" in Ricean MIMO Channels. ISIT 2007: 526-530 - [c38]Pedro Coronel, Helmut Bölcskei:
Diversity-Multiplexing Tradeoff in Selective-Fading MIMO Channels. ISIT 2007: 2841-2845 - [c37]Cemal Akçaba, Patrick Kuppinger, Helmut Bölcskei:
Distributed Transmit Diversity in Relay Networks. ITW 2007: 1-5 - [i6]Pedro Coronel, Helmut Bölcskei:
Diversity-Multiplexing Tradeoff in Selective-Fading MIMO Channels. CoRR abs/0704.3402 (2007) - [i5]Giuseppe Durisi, Helmut Bölcskei, Shlomo Shamai:
Capacity of Underspread Noncoherent WSSUS Fading Channels under Peak Signal Constraints. CoRR abs/0705.1682 (2007) - [i4]Veniamin I. Morgenshtern, Helmut Bölcskei:
Crystallization in large wireless networks. CoRR abs/0705.1922 (2007) - [i3]Cemal Akçaba, Patrick Kuppinger, Helmut Bölcskei:
Distributed Transmit Diversity in Relay Networks. CoRR abs/0705.3677 (2007) - [i2]Daniel S. Baum, Helmut Bölcskei:
Information-theoretic analysis of MIMO channel sounding. CoRR abs/0709.1441 (2007) - [i1]Jatin Thukral, Helmut Bölcskei:
Distributed spatial multiplexing with 1-bit feedback. CoRR abs/0710.1522 (2007) - 2006
- [j30]Samuli Visuri, Helmut Bölcskei:
Multiple-Access Strategies for Frequency-Selective MIMO Channels. IEEE Trans. Inf. Theory 52(9): 3980-3993 (2006) - [j29]Helmut Bölcskei, Rohit U. Nabar, Ozgur Oyman, Arogyaswami Paulraj:
Capacity scaling laws in MIMO relay networks. IEEE Trans. Wirel. Commun. 5(6): 1433-1444 (2006) - [j28]Helmut Bölcskei:
MIMO-OFDM wireless systems: basics, perspectives, and challenges. IEEE Wirel. Commun. 13(4): 31-37 (2006) - [c36]Andreas Burg, Moritz Borgmann, Markus Wenk, Christoph Studer
Advanced receiver algorithms for MIMO wireless communications. DATE 2006: 593-598 - [c35]Giuseppe Durisi
Capacity of Underspread WSSUS Fading Channels in the Wideband Regime. ISIT 2006: 1500-1504 - [c34]Markus E. Gärtner, Helmut Bölcskei:
Multiuser Space-Time/Frequency Code Design. ISIT 2006: 2819-2823 - 2005
- [j27]Moritz Borgmann, Helmut Bölcskei:
Noncoherent space-frequency coded MIMO-OFDM. IEEE J. Sel. Areas Commun. 23(9): 1799-1810 (2005) - [j26]Andreas Burg
VLSI implementation of MIMO detection using the sphere decoding algorithm. IEEE J. Solid State Circuits 40(7): 1566-1577 (2005) - [c33]David Perels, Simon Haene, Peter Luethi, Andreas Peter Burg
ASIC implementation of a MIMO-OFDM transceiver for 192 Mbps WLANs. ESSCIRC 2005: 215-218 - [c32]Ulrich G. Schuster, Helmut Bölcskei, Giuseppe Durisi
Ultra-wideband channel modeling on the basis of information-theoretic criteria. ISIT 2005: 97-101 - [c31]Moritz Borgmann, Helmut Bölcskei:
On the capacity of noncoherent wideband MIMO-OFDM systems. ISIT 2005: 651-655 - [c30]Veniamin I. Morgenshtern
Distributed orthogonalization in large interference relay networks. ISIT 2005: 1211-1215 - 2004
- [j25]Rohit U. Nabar, Helmut Bölcskei, Felix W. Kneubühler:
Fading relay channels: performance limits and space-time signal design. IEEE J. Sel. Areas Commun. 22(6): 1099-1109 (2004) - [j24]Arogyaswami Paulraj, Dhananjay Gore, Rohit U. Nabar, Helmut Bölcskei:
An overview of MIMO communications - a key to gigabit wireless. Proc. IEEE 92(2): 198-218 (2004) - [c29]Daniel E. Quevedo
Multi-step optimal quantization in oversampled filter banks. CDC 2004: 1442-1447 - [c28]Samuli Visuri, Helmut Bölcskei:
On multiple accessing for frequency-selective MIMO channels. EUSIPCO 2004: 523-527 - [c27]Rohit U. Nabar, Felix W. Kneubühler, Helmut Bölcskei:
Performance limits of amplify-and-forward based fading relay channels. ICASSP (4) 2004: 565-568 - [c26]Samuli Visuri, Helmut Bölcskei:
MIMO-OFDM multiple access with variable amount of collision. ICC 2004: 286-291 - [c25]Helmut Bölcskei, Rohit U. Nabar:
Realizing MIMO gains without user cooperation in large single-antenna wireless networks. ISIT 2004: 18 - [c24]Jan Hansen, Helmut Bölcskei:
A geometrical investigation of the rank-1 Ricean MIMO channel at high SNR. ISIT 2004: 64 - [c23]Ulrich G. Schuster, Moritz Borgmann, Helmut Bölcskei:
Semicoherent PPM for wideband communications. ISIT 2004: 383 - [c22]Dieter Schafhuber, Helmut Bölcskei, Gerald Matz
System capacity of wideband OFDM communications over fading channels without channel knowledge. ISIT 2004: 391 - [c21]Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Diversity performance of Ricean MIMO channels. WSA 2004: 253-256 - 2003
- [j23]Helmut Bölcskei, Moritz Borgmann, Arogyaswami Paulraj:
Impact of the propagation environment on the performance of space-frequency coded MIMO-OFDM. IEEE J. Sel. Areas Commun. 21(3): 427-439 (2003) - [j22]Helmut Bölcskei, Franz Hlawatsch, Gernot Kubin:
Special section: From signal processing theory to implementation. Signal Process. 83(7): 1353-1354 (2003) - [j21]Helmut Bölcskei, Pierre Duhamel, Rima Hleiss:
Orthogonalization of OFDM/OQAM pulse shaping filters using the discrete Zak transform. Signal Process. 83(7): 1379-1391 (2003) - [j20]Yonina C. Eldar, Helmut Bölcskei:
Geometrically uniform frames. IEEE Trans. Inf. Theory 49(4): 993-1006 (2003) - [j19]Rick S. Blum, Helmut Bölcskei, Monika P. Fitz, Brian Hughes, Arogyaswami Paulraj:
Guest editorial special issue on mimo wireless communications. IEEE Trans. Signal Process. 51(11): 2709 (2003) - [j18]Özgür Oyman, Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Characterizing the statistical properties of mutual information in MIMO channels. IEEE Trans. Signal Process. 51(11): 2784-2795 (2003) - [c20]Rohit U. Nabar, Helmut Bölcskei:
Space-time signal design for fading relay channels. GLOBECOM 2003: 1952-1956 - [c19]Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Cut-off rate based transmit optimization for spatial multiplexing on general MIMO channels. ICASSP (5) 2003: 61-64 - [c18]Helmut Bölcskei, Moritz Borgmann, Arogyaswami Paulraj:
Space-frequency coded MIMO-OFDM with variable multiplexing-diversity tradeoff. ICC 2003: 2837-2841 - 2002
- [j17]David Gesbert
Technologies and performance for non-line-of-sight broadband wireless access networks. IEEE Commun. Mag. 40(4): 86-95 (2002) - [j16]Helmut Bölcskei, David Gesbert
On the capacity of OFDM-based spatial multiplexing systems. IEEE Trans. Commun. 50(2): 225-234 (2002) - [j15]David Gesbert
Outdoor MIMO wireless channels: models and performance prediction. IEEE Trans. Commun. 50(12): 1926-1934 (2002) - [j14]Helmut Bölcskei, Robert W. Heath Jr.
Blind channel identification and equalization in OFDM-based multiantenna systems. IEEE Trans. Signal Process. 50(1): 96-109 (2002) - [j13]Rohit U. Nabar, Helmut Bölcskei, Vinko Erceg, David Gesbert
Performance of multiantenna signaling techniques in the presence of polarization diversity. IEEE Trans. Signal Process. 50(10): 2553-2562 (2002) - [j12]Rohit U. Nabar, Vinko Erceg, Helmut Bölcskei, Arogyaswami Paulraj:
Performance of Multi-Antenna Signaling Strategies Using Dual-Polarized Antennas: Measurement Results and Analysis. Wirel. Pers. Commun. 23(1): 31-44 (2002) - [c17]Helmut Bölcskei, Moritz Borgmann, Arogyaswami Paulraj:
Performance of space-frequency coded broadband OFDM under real-world propagation conditions. EUSIPCO 2002: 1-4 - [c16]Özgür Oyman, Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Tight lower bounds on the ergodic capacity of Rayleigh fading MIMO channels. GLOBECOM 2002: 1172-1176 - [c15]Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Outage properties of space-time block codes in correlated Rayleigh or Ricean fading environments. ICASSP 2002: 2381-2384 - 2001
- [j11]Helmut Bölcskei, Arogyaswami Paulraj, K. V. S. Hari, Rohit U. Nabar, Willie W. Lu:
Fixed broadband wireless access: state of the art, challenges, and future directions. IEEE Commun. Mag. 39(1): 100-108 (2001) - [j10]Helmut Bölcskei:
Blind estimation of symbol timing and carrier frequency offset in wireless OFDM systems. IEEE Trans. Commun. 49(6): 988-999 (2001) - [j9]Helmut Bölcskei, Franz Hlawatsch:
Noise reduction in oversampled filter banks using predictive quantization. IEEE Trans. Inf. Theory 47(1): 155-172 (2001) - [j8]Helmut Bölcskei, Pierre Duhamel, Rima Hleiss:
A subspace-based approach to blind channel identification in pulse shaping OFDM/OQAM systems. IEEE Trans. Signal Process. 49(7): 1594-1598 (2001) - [c14]Rohit U. Nabar, Helmut Bölcskei, Arogyaswami Paulraj:
Transmit optimization for spatial multiplexing in the presence of spatial fading correlation. GLOBECOM 2001: 131-135 - [c13]Helmut Bölcskei, Rohit U. Nabar, Vinko Erceg, David Gesbert
Performance of spatial multiplexing in the presence of polarization diversity. ICASSP 2001: 2437-2440 - [c12]Robert W. Heath Jr.
Space-time signaling and frame theory. ICASSP 2001: 2445-2448 - 2000
- [j7]Augustus J. E. M. Janssen, Helmut Bölcskei:
Equivalence of two methods for constructing tight Gabor frames. IEEE Signal Process. Lett. 7(4): 79-82 (2000) - [j6]Helmut Bölcskei, Richard Heusdens, Rik Theunis, Augustus J. E. M. Janssen:
Design of orthogonal and biorthogonal lapped transforms satisfying perception related constraints. IEEE Trans. Image Process. 9(5): 760-772 (2000) - [c11]David Gesbert, Helmut Bölcskei, Dhananjay Gore, Arogyaswami Paulraj:
MIMO wireless channels: capacity and performance prediction. GLOBECOM 2000: 1083-1088 - [c10]Helmut Bölcskei, David Gesbert
On the capacity of OFDM-based multi-antenna systems. ICASSP 2000: 2569-2572 - [c9]Helmut Bölcskei, Arogyaswami Paulraj:
Space-frequency coded broadband OFDM systems. WCNC 2000: 1-6
1990 – 1999
- 1999
- [c8]Helmut Bölcskei:
Blind estimation of symbol timing and carrier frequency offset in pulse shaping OFDM systems. ICASSP 1999: 2749-2752 - [c7]Helmut Bölcskei, Pierre Duhamel, Rima Hleiss:
Design of pulse shaping OFDM/OQAM systems for high data-rate transmission over wireless channels. ICC 1999: 559-564 - 1998
- [j5]Helmut Bölcskei, Franz Hlawatsch, Hans Georg Feichtinger:
Frame-theoretic analysis of oversampled filter banks. IEEE Trans. Signal Process. 46(12): 3256-3268 (1998) - [c6]Andreas F. Molisch, Helmut Bölcskei:
Error floor of pulse amplitude modulation with adaptive sampling in time-dispersive fading channels. PIMRC 1998: 884-890 - 1997
- [j4]Helmut Bölcskei, Karlheinz Gröchenig, Franz Hlawatsch, Hans G. Feichtinger:
Oversampled Wilson expansions. IEEE Signal Process. Lett. 4(4): 106-108 (1997) - [j3]Helmut Bölcskei, Karlheinz Gröchenig, Franz Hlawatsch, Hans G. Feichtinger:
Corrections to "Oversampled Wilson expansions". IEEE Signal Process. Lett. 4(10): 298 (1997) - [j2]Helmut Bölcskei, Franz Hlawatsch:
Discrete Zak transforms, polyphase transforms, and applications. IEEE Trans. Signal Process. 45(4): 851-866 (1997) - [c5]Helmut Bölcskei, Franz Hlawatsch:
Oversampled filter banks: optimal noise shaping, design freedom, and noise analysis. ICASSP 1997: 2453-2456 - [c4]Helmut Bölcskei, T. Stranz, Franz Hlawatsch, Ralph Sucher:
Subband Image Coding Using Cosine Modulated Filter Banks with Perfect Reconstruction and Linear Phase. ICIP (2) 1997: 594-597 - 1996
- [j1]Franz Hlawatsch, Helmut Bölcskei:
Covariant time-frequency distributions based on conjugate operators. IEEE Signal Process. Lett. 3(2): 44-46 (1996) - [c3]Helmut Bölcskei, Franz Hlawatsch, Hans G. Feichtinger:
Oversampled FIR and IIR DFT filter banks and Weyl-Heisenberg frames. ICASSP 1996: 1391-1394 - [c2]Franz Hlawatsch, Teresa Twaroch, Helmut Bölcskei:
Wigner-type a-b and time-frequency analysis based on conjugate operators. ICASSP 1996: 1395-1398 - 1995
- [c1]Franz Hlawatsch, Helmut Bölcskei:
Displacement-covariant time-frequency energy distributions. ICASSP 1995: 1025-1028
Coauthor Index
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