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ORCIDChristoph Studer
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- affiliation: Cornell University
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2020 – today
- 2024
[j64]Anzhong Hu, Lise Aabel, Giuseppe Durisi, Sven Jacobsson, Mikael Coldrey, Christian Fager, Christoph Studer:
EVM Analysis of Distributed Massive MIMO With 1-Bit Radio-Over-Fiber Fronthaul. IEEE Trans. Commun. 72(11): 7342-7356 (2024)- [j63]Pengzhi Huang, Emre Gönültas, Maximilian Arnold, K. Pavan Srinath, Jakob Hoydis
, Christoph Studer:
Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems. IEEE Trans. Wirel. Commun. 23(8): 8883-8895 (2024) - [j62]Hadi Sarieddeen, Hakim Jemaa, Simon Tarboush, Christoph Studer, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Bridging the Complexity Gap in Tb/S-Achieving THz-Band Baseband Processing. IEEE Wirel. Commun. 31(5): 287-294 (2024) - [c177]Alexandra Gallyas-Sanhueza, Gian Marti, Victoria M. T. Palhares, Reinhard Wiesmayr, Christoph Studer:
LoFi User Scheduling for Multiuser Mimo Wireless Systems. ICASSP 2024: 9261-9265 - [c176]Fabian Ulbricht, Gian Marti, Reinhard Wiesmayr, Christoph Studer:
PyJama: Differentiable Jamming and Anti-Jamming with NVIDIA Sionna. SPAWC 2024: 491-495 - [c175]Florian Bucheli, Oscar Castañeda, Gian Marti, Christoph Studer:
A Jammer-Mitigating 267 Mb/s 3.78mm2 583 mW 32×8 Multi-User MIMO Receiver in 22FDX. VLSI Technology and Circuits 2024: 1-2 - [i145]Alexandra Gallyas-Sanhueza, Gian Marti, Victoria M. T. Palhares, Reinhard Wiesmayr, Christoph Studer:
LoFi User Scheduling for Multiuser MIMO Wireless Systems. CoRR abs/2401.04077 (2024) - [i144]Gian Marti, Flurin Arquint, Christoph Studer:
Jammer-Resilient Time Synchronization in the MIMO Uplink. CoRR abs/2404.05335 (2024) - [i143]Gian Marti, Alexander Stutz-Tirri, Christoph Studer:
Fundamental Limits for Jammer-Resilient Communication in Finite-Resolution MIMO. CoRR abs/2405.05100 (2024) - [i142]Anzhong Hu, Lise Aabel, Giuseppe Durisi, Sven Jacobsson, Mikael Coldrey, Christian Fager, Christoph Studer:
EVM Analysis of Distributed Massive MIMO with 1-Bit Radio-Over-Fiber Fronthaul. CoRR abs/2405.18892 (2024) - [i141]Sueda Taner, Victoria M. T. Palhares, Christoph Studer:
Channel Charting in Real-World Coordinates with Distributed MIMO. CoRR abs/2406.13722 (2024) - [i140]Florian Bucheli, Oscar Castañeda, Gian Marti, Christoph Studer:
A Jammer-Mitigating 267 Mb/s 3.78 mm2 583 mW 32⨉8 Multi-User MIMO Receiver in 22FDX. CoRR abs/2406.18149 (2024) - [i139]Seyed Hadi Mirfarshbafan, Christoph Studer:
A 46 Gbps 12 pJ/b Sparsity-Adaptive Beamspace Equalizer for mmWave Massive MIMO in 22FDX. CoRR abs/2407.06755 (2024) - [i138]Fabian Ulbricht, Gian Marti, Reinhard Wiesmayr, Christoph Studer:
PyJama: Differentiable Jamming and Anti-Jamming with NVIDIA Sionna. CoRR abs/2407.15473 (2024) - [i137]Darja Nonaca, Christoph Studer:
A 1.2 mm2 416 mW 1.44 Mmat/s 64⨉16 Matrix Preprocessing ASIC for Massive MIMO in 22FDX. CoRR abs/2410.13838 (2024) - [i136]Reinhard Wiesmayr, Darja Nonaca, Chris Dick, Christoph Studer:
Optimizing Puncturing Patterns of 5G NR LDPC Codes for Few-Iteration Decoding. CoRR abs/2410.21267 (2024) - 2023
- [j61]Yasaman Ettefagh, Sina Rezaei Aghdam, Giuseppe Durisi, Sven Jacobsson, Mikael Coldrey, Christoph Studer:
Performance of Quantized Massive MIMO With Fronthaul Rate Constraint Over Quasi-Static Channels. IEEE Access 11: 56935-56950 (2023) - [j60]Paul Ferrand, Maxime Guillaud, Christoph Studer, Olav Tirkkonen:
Wireless Channel Charting: Theory, Practice, and Applications. IEEE Commun. Mag. 61(6): 124-130 (2023) - [j59]Gian Marti, Christoph Studer:
Single-Antenna Jammers in MIMO-OFDM Can Resemble Multi-Antenna Jammers. IEEE Commun. Lett. 27(11): 3103-3107 (2023) - [j58]Gian Marti, Torben Kölle, Christoph Studer:
Mitigating Smart Jammers in Multi-User MIMO. IEEE Trans. Signal Process. 71: 756-771 (2023) - [j57]Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet, Christoph Studer:
An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col. IEEE Trans. Very Large Scale Integr. Syst. 31(11): 1874-1878 (2023) - [j56]Parham Kazemi, Hanan Al-Tous, Tushara Ponnada, Christoph Studer, Olav Tirkkonen:
Beam SNR Prediction Using Channel Charting. IEEE Trans. Veh. Technol. 72(10): 13130-13145 (2023) - [j55]Alexandra Gallyas-Sanhueza, Christoph Studer:
Low-Complexity Blind Parameter Estimation in Wireless Systems with Noisy Sparse Signals. IEEE Trans. Wirel. Commun. 22(10): 7055-7071 (2023) - [c174]Gian Marti, Christoph Studer:
Universal MIMO Jammer Mitigation via Secret Temporal Subspace Embeddings. ACSSC 2023: 309-316 - [c173]Jérémy Guichemerre, Christoph Studer:
The Impact of SAR-ADC Mismatch on Quantized Massive MU-MIMO Systems. ACSSC 2023: 420-426 - [c172]Victoria M. T. Palhares, Gian Marti, Oscar Castañeda, Christoph Studer:
High Dynamic Range mmWave Massive MU-MIMO with Householder Reflections. ACSSC 2023: 1617-1624 - [c171]Sueda Taner, Maxime Guillaud, Olav Tirkkonen, Christoph Studer:
Channel Charting for Streaming CSI Data. ACSSC 2023: 1648-1653 - [c170]Sueda Taner, Victoria M. T. Palhares, Christoph Studer:
Channel Charting in Real-World Coordinates. GLOBECOM 2023: 3940-3946 - [c169]Reinhard Wiesmayr, Gian Marti, Chris Dick, Haochuan Song, Christoph Studer:
Bit Error and Block Error Rate Training for ML-Assisted Communication. ICASSP 2023: 1-5 - [c168]Gian Marti, Christoph Studer:
Joint Jammer Mitigation and Data Detection for Smart, Distributed, and Multi-Antenna Jammers. ICC 2023: 1364-1369 - [c167]Jonas Roth, Domenic Keller, Oscar Castañeda, Christoph Studer:
Live Demonstration: An Aliasing-Free Hybrid Digital-Analog Music Synthesizer Prototype. ISCAS 2023: 1 - [c166]Jérémy Guichemerre, Christoph Studer:
Mitigating SAR-ADC Non-Idealities in Massive MU-MIMO Systems via Affine Models. ISWCS 2023: 1-6 - [c165]Gangle Sun, Wenjin Wang, Wei Xu, Christoph Studer:
Deep-Unfolded Joint Activity and Data Detection for Grant-Free Transmission in Cell-Free Systems. ISWCS 2023: 1-5 - [c164]Gangle Sun, Mengyao Cao, Wenjin Wang, Wei Xu, Christoph Studer:
Joint Active User Detection, Channel Estimation, and Data Detection for Massive Grant-Free Transmission in Cell-Free Systems. SPAWC 2023: 406-410 - [c163]Sueda Taner, Christoph Studer:
Alternating Projections Method for Joint Precoding and Peak-to-Average-Power Ratio Reduction. WCNC 2023: 1-7 - [i135]Paul Ferrand, Maxime Guillaud, Christoph Studer, Olav Tirkkonen:
Wireless Channel Charting: Theory, Practice, and Applications. CoRR abs/2304.08095 (2023) - [i134]Gian Marti, Christoph Studer:
Universal MIMO Jammer Mitigation via Secret Temporal Subspace Embeddings. CoRR abs/2305.01260 (2023) - [i133]Sueda Taner, Victoria M. T. Palhares, Christoph Studer:
Channel Charting in Real-World Coordinates. CoRR abs/2308.14498 (2023) - [i132]Gangle Sun, Mengyao Cao, Wenjin Wang, Wei Xu, Christoph Studer:
Joint Active User Detection, Channel Estimation, and Data Detection for Massive Grant-Free Transmission in Cell-Free Systems. CoRR abs/2308.14637 (2023) - [i131]Jérémy Guichemerre, Christoph Studer:
The Impact of SAR-ADC Mismatch on Quantized Massive MU-MIMO Systems. CoRR abs/2309.02168 (2023) - [i130]Gian Marti, Christoph Studer:
Single-Antenna Jammers in MIMO-OFDM Can Resemble Multi-Antenna Jammers. CoRR abs/2309.14059 (2023) - [i129]Hadi Sarieddeen, Hakim Jemaa, Simon Tarboush, Christoph Studer, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Bridging the complexity gap in Tbps-achieving THz-band baseband processing. CoRR abs/2309.16027 (2023) - [i128]Victoria M. T. Palhares, Gian Marti, Oscar Castañeda, Christoph Studer:
High Dynamic Range mmWave Massive MU-MIMO with Householder Reflections. CoRR abs/2310.12835 (2023) - [i127]Jonas Roth, Domenic Keller, Oscar Castañeda, Christoph Studer:
An Aliasing-Free Hybrid Digital-Analog Polyphonic Synthesizer. CoRR abs/2311.18774 (2023) - [i126]Sueda Taner, Maxime Guillaud, Olav Tirkkonen, Christoph Studer:
Channel Charting for Streaming CSI Data. CoRR abs/2312.04514 (2023) - [i125]Gian Marti, Christoph Studer:
Active Eavesdropper Mitigation via Orthogonal Channel Estimation. CoRR abs/2312.05025 (2023) - [i124]Gangle Sun, Wenjin Wang, Wei Xu, Christoph Studer:
Deep-Unfolding-Based Joint Activity and Data Detection for Grant-Free Transmission in Cell-Free Communication Systems. CoRR abs/2312.12874 (2023) - 2022
- [j54]Emre Gönültas, Eric Lei, Jack Langerman, Howard Huang, Christoph Studer:
CSI-Based Multi-Antenna and Multi-Point Indoor Positioning Using Probability Fusion. IEEE Trans. Wirel. Commun. 21(4): 2162-2176 (2022) - [j53]Haochuan Song, Tom Goldstein, Xiaohu You, Chuan Zhang, Olav Tirkkonen, Christoph Studer:
Joint Channel Estimation and Data Detection in Cell-Free Massive MU-MIMO Systems. IEEE Trans. Wirel. Commun. 21(6): 4068-4084 (2022) - [j52]Yue Dai, Maryam Eslami Rasekh, Seyed Hadi Mirfarshbafan, Harrison Liew, Alexandra Gallyas-Sanhueza, James Dunn, Upamanyu Madhow, Christoph Studer, Borivoje Nikolic:
An Adaptable and Scalable Generator of Distributed Massive MIMO Baseband Processing Systems. J. Signal Process. Syst. 94(10): 989-1003 (2022) - [c162]Reinhard Wiesmayr, Chris Dick, Jakob Hoydis, Christoph Studer:
DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems. IEEECONF 2022: 181-188 - [c161]Hanan Al-Tous, Parham Kazemi, Christoph Studer, Olav Tirkkonen:
Channel Charting with Angle-Delay-Power-Profile Features and Earth-Mover Distance. IEEECONF 2022: 1195-1201 - [c160]Oscar Castañeda, Luca Benini, Christoph Studer:
A 283 pJ/b 240 Mb/s Floating-Point Baseband Accelerator for Massive MU-MIMO in 22FDX. ESSCIRC 2022: 357-360 - [c159]Gian Marti, Christoph Studer:
Mitigating Smart Jammers in MU-MIMO via Joint Channel Estimation and Data Detection. ICC 2022: 1336-1342 - [c158]Jannik Brun, Victoria M. T. Palhares, Gian Marti, Christoph Studer:
Beam Alignment for the Cell-Free mmWave Massive MU-MIMO Uplink. SiPS 2022: 1-6 - [c157]Parham Kazemi, Hanan Al-Tous, Christoph Studer, Olav Tirkkonen:
User-Side Indoor Localization Using CSI Fingerprinting. SPAWC 2022: 1-5 - [c156]Victoria M. T. Palhares, Christoph Studer:
An Optimization-Based User Scheduling Framework for mmWave Massive MU-MIMO Systems. SPAWC 2022: 1-5 - [c155]Parham Kazemi, Hanan Al-Tous, Christoph Studer, Olav Tirkkonen:
Channel Charting Assisted Beam Tracking. VTC Spring 2022: 1-5 - [i123]Gian Marti, Christoph Studer:
Mitigating Smart Jammers in MU-MIMO via Joint Channel Estimation and Data Detection. CoRR abs/2201.08778 (2022) - [i122]Victoria M. T. Palhares, Christoph Studer:
An Optimization-Based User Scheduling Framework for mmWave Massive MU-MIMO Systems. CoRR abs/2206.11658 (2022) - [i121]Jannik Brun, Victoria M. T. Palhares, Gian Marti, Christoph Studer:
Beam Alignment for the Cell-Free mmWave Massive MU-MIMO Uplink. CoRR abs/2207.09879 (2022) - [i120]Gian Marti, Torben Kölle, Christoph Studer:
Mitigating Smart Jammers in Multi-User MIMO. CoRR abs/2208.01453 (2022) - [i119]Reinhard Wiesmayr, Gian Marti, Chris Dick, Haochuan Song, Christoph Studer:
Bit Error and Block Error Rate Training for ML-Assisted Communication. CoRR abs/2210.14103 (2022) - [i118]Gian Marti, Christoph Studer:
Joint Jammer Mitigation and Data Detection for Smart, Distributed, and Multi-Antenna Jammers. CoRR abs/2211.07211 (2022) - [i117]Pengzhi Huang, Emre Gönültas, Maximilian Arnold, K. Pavan Srinath, Jakob Hoydis, Christoph Studer:
Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems. CoRR abs/2211.08291 (2022) - [i116]Reinhard Wiesmayr, Chris Dick, Jakob Hoydis, Christoph Studer:
DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems. CoRR abs/2212.07816 (2022) - [i115]Sueda Taner, Christoph Studer:
Alternating Projections Method for Joint Precoding and Peak-to-Average-Power Ratio Reduction. CoRR abs/2212.12376 (2022) - 2021
- [j51]Emre Gönültas, Sweta Soni, Alyssa B. Apsel, Christoph Studer:
Sample-Efficient Spatio-Spectral Whitespace Detection Using Least Matching Pursuit. IEEE Access 9: 138394-138402 (2021) - [j50]Emre Gönültas, Sueda Taner, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
Hardware-Aware Beamspace Precoding for All-Digital mmWave Massive MU-MIMO. IEEE Commun. Lett. 25(11): 3709-3713 (2021) - [j49]Chuan Zhang, Liang Liu, Christoph Studer:
Guest Editorial Circuits, Systems, and Algorithms for Beyond 5G and Toward 6G. IEEE Open J. Circuits Syst. 2: 223-225 (2021) - [j48]Gian Marti, Oscar Castañeda, Christoph Studer:
Jammer Mitigation via Beam-Slicing for Low-Resolution mmWave Massive MU-MIMO. IEEE Open J. Circuits Syst. 2: 820-832 (2021) - [j47]Chuan Zhang, Zhizhen Wu, Christoph Studer, Zaichen Zhang, Xiaohu You:
Efficient Soft-Output Gauss-Seidel Data Detector for Massive MIMO Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 68(12): 5049-5060 (2021) - [j46]Seyed Hadi Mirfarshbafan, Sueda Taner, Christoph Studer:
SMUL-FFT: A Streaming Multiplierless Fast Fourier Transform. IEEE Trans. Circuits Syst. II Express Briefs 68(5): 1715-1719 (2021) - [j45]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. 69: 5105-5119 (2021) - [j44]Charles Jeon, Arian Maleki, Christoph Studer:
Mismatched Data Detection in Massive MU-MIMO. IEEE Trans. Signal Process. 69: 6071-6082 (2021) - [j43]Shahriar Shahabuddin, Ilkka Hautala, Markku J. Juntti, Christoph Studer:
ADMM-Based Infinity-Norm Detection for Massive MIMO: Algorithm and VLSI Architecture. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 747-759 (2021) - [c154]Gian Marti, Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Hybrid Jammer Mitigation for All-Digital mmWave Massive MU-MIMO. ACSCC 2021: 93-99 - [c153]Emre Gönültas, Sueda Taner, Howard Huang, Christoph Studer:
Feature Learning for Neural-Network-Based Positioning with Channel State Information. ACSCC 2021: 156-161 - [c152]Chance Tarver, Alexios Balalsoukas-Slimining, Christoph Studer, Joseph R. Cavallaro:
Virtual DPD Neural Network Predistortion for OFDM-based MU-Massive MIMO. ACSCC 2021: 376-380 - [c151]Sueda Taner, Christoph Studer:
ℓp-ℓq-Norm Minimization for Joint Precoding and Peak-to-Average-Power Ratio Reduction. ACSCC 2021: 437-442 - [c150]Oscar Castañeda, Zachariah Boynton, Seyed Hadi Mirfarshbafan, Shimin Huang, Jamie C. Ye, Alyosha C. Molnar, Christoph Studer:
A Resolution-Adaptive 8 mm2 9.98 Gb/s 39.7 pJ/b 32-Antenna All-Digital Spatial Equalizer for mmWave Massive MU-MIMO in 65nm CMOS. ESSCIRC 2021: 247-250 - [c149]Alexandra Gallyas-Sanhueza, Christoph Studer:
Blind SNR Estimation and Nonparametric Channel Denoising in Multi-Antenna mmWave Systems. ICC 2021: 1-7 - [c148]Renkun Ni, Hong-Min Chu, Oscar Castañeda, Ping-yeh Chiang, Christoph Studer, Tom Goldstein:
WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic. ICLR 2021 - [c147]Chance Tarver, Alexios Balatsoukas-Stimming, Christoph Studer, Joseph R. Cavallaro:
OFDM-Based Beam-Oriented Digital Predistortion for Massive MIMO. ISCAS 2021: 1-5 - [c146]Sueda Taner, Christoph Studer:
Optimality of the Discrete Fourier Transform for Beamspace Massive MU-MIMO Communication. ISIT 2021: 2960-2965 - [c145]Brian Rappaport, Emre Gönültas, Jakob Hoydis, Maximilian Arnold, Pavan Koteshwar Srinath, Christoph Studer:
Improving Channel Charting using a Split Triplet Loss and an Inertial Regularizer. ISWCS 2021: 1-6 - [c144]Haochuan Song, Xiaohu You, Chuan Zhang, Christoph Studer:
Soft-Output Joint Channel Estimation and Data Detection using Deep Unfolding. ITW 2021: 1-5 - [c143]Junquan Deng, Olav Tirkkonen, Jianzhao Zhang, Xianlong Jiao, Christoph Studer:
Network-side Localization via Semi-Supervised Multi-point Channel Charting. IWCMC 2021: 1654-1660 - [c142]Oscar Castañeda, Gian Marti, Christoph Studer:
Beam-Slicing for Jammer Mitigation in mmWave Massive MU-MIMO. SiPS 2021: 176-181 - [c141]Yue Dai, Harrison Liew, Maryam Eslami Rasekh, Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, James Dunn, Upamanyu Madhow, Christoph Studer, Borivoje Nikolic:
A Scalable Generator for Massive MIMO Baseband Processing Systems with Beamspace Channel Estimation. SiPS 2021: 182-187 - [c140]Oscar Castañeda, Seyed Hadi Mirfarshbafan, Shahaboddin Ghajari, Alyosha C. Molnar, Sven Jacobsson, Giuseppe Durisi, Christoph Studer:
Resolution-Adaptive All-Digital Spatial Equalization for mmWave Massive MU-MIMO. SPAWC 2021: 386-390 - [c139]Seyed Hadi Mirfarshbafan, Christoph Studer:
SPADE: Sparsity-Adaptive Equalization for MMwave Massive MU-MIMO. SSP 2021: 211-215 - [i114]Sueda Taner, Christoph Studer:
Optimality of the Discrete Fourier Transform for Beamspace Massive MU-MIMO Communication. CoRR abs/2107.06953 (2021) - [i113]Sueda Taner, Christoph Studer:
𝓁p-𝓁q-Norm Minimization for Joint Precoding and Peak-to-Average-Power Ratio Reduction. CoRR abs/2107.06986 (2021) - [i112]Oscar Castañeda, Seyed Hadi Mirfarshbafan, Shahaboddin Ghajari, Alyosha C. Molnar, Sven Jacobsson, Giuseppe Durisi, Christoph Studer:
Resolution-Adaptive All-Digital Spatial Equalization for mmWave Massive MU-MIMO. CoRR abs/2107.11073 (2021) - [i111]Oscar Castañeda, Zachariah Boynton, Seyed Hadi Mirfarshbafan, Shimin Huang, Jamie C. Ye, Alyosha C. Molnar, Christoph Studer:
A Resolution-Adaptive 8 mm2 9.98 Gb/s 39.7 pJ/b 32-Antenna All-Digital Spatial Equalizer for mmWave Massive MU-MIMO in 65nm CMOS. CoRR abs/2107.11089 (2021) - [i110]Oscar Castañeda, Gian Marti, Christoph Studer:
Beam-Slicing for Jammer Mitigation in mmWave Massive MU-MIMO. CoRR abs/2108.03202 (2021) - [i109]Emre Gönültas, Sueda Taner, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
Hardware-Aware Beamspace Precoding for All-Digital mmWave Massive MU-MIMO. CoRR abs/2108.06229 (2021) - [i108]Gian Marti, Oscar Castañeda, Christoph Studer:
Jammer Mitigation via Beam-Slicing for Low-Resolution mmWave Massive MU-MIMO. CoRR abs/2109.02502 (2021) - [i107]Brian Rappaport, Emre Gönültas, Jakob Hoydis, Maximilian Arnold, Pavan Koteshwar Srinath, Christoph Studer:
Improving Channel Charting using a Split Triplet Loss and an Inertial Regularizer. CoRR abs/2110.11279 (2021) - [i106]Emre Gönültas, Sueda Taner, Howard Huang, Christoph Studer:
Feature Learning for Neural-Network-Based Positioning with Channel State Information. CoRR abs/2110.15160 (2021) - [i105]Haochuan Song, Tom Goldstein, Xiaohu You, Chuan Zhang, Olav Tirkkonen, Christoph Studer:
Joint Channel Estimation and Data Detection in Cell-Free Massive MU-MIMO Systems. CoRR abs/2110.15928 (2021) - [i104]Gian Marti, Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Hybrid Jammer Mitigation for All-Digital mmWave Massive MU-MIMO. CoRR abs/2111.13055 (2021) - [i103]Haochuan Song, Xiaohu You, Chuan Zhang, Christoph Studer:
Soft-Output Joint Channel Estimation and Data Detection using Deep Unfolding. CoRR abs/2112.00330 (2021) - 2020
- [j42]Hanan Al-Tous, Tushara Ponnada, Christoph Studer, Olav Tirkkonen:
Multipoint channel charting-based radio resource management for V2V communications. EURASIP J. Wirel. Commun. Netw. 2020(1): 132 (2020) - [j41]Chuan Zhang, Yeong-Luh Ueng, Christoph Studer, Andreas Burg:
Artificial Intelligence for 5G and Beyond 5G: Implementations, Algorithms, and Optimizations. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(2): 145-148 (2020) - [j40]Chuan Zhang, Yeong-Luh Ueng, Christoph Studer, Andreas Burg:
Artificial Intelligence for 5G and Beyond 5G: Implementations, Algorithms, and Optimizations. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(2): 149-163 (2020) - [j39]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Finite-Alphabet MMSE Equalization for All-Digital Massive MU-MIMO mmWave Communication. IEEE J. Sel. Areas Commun. 38(9): 2128-2141 (2020) - [j38]Seyed Hadi Mirfarshbafan, Mahdi Shabany, Seyed Alireza Nezamalhosseini, Christoph Studer:
Algorithm and VLSI Design for 1-Bit Data Detection in Massive MIMO-OFDM. IEEE Open J. Circuits Syst. 1: 170-184 (2020) - [j37]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
High-Bandwidth Spatial Equalization for mmWave Massive MU-MIMO With Processing-in-Memory. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 891-895 (2020) - [j36]Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, Ramina Ghods, Christoph Studer:
Beamspace Channel Estimation for Massive MIMO mmWave Systems: Algorithm and VLSI Design. IEEE Trans. Circuits Syst. 67-I(12): 5482-5495 (2020) - [j35]Chuan Zhang, Jiejun Jin, Ye Xue, Xiaosi Tan, Christoph Studer, Zaichen Zhang, Xiaohu You:
Efficient Pre-Conditioned Descent Search Detector for Massive MU-MIMO. IEEE Trans. Veh. Technol. 69(5): 4663-4676 (2020) - [j34]Charles Jeon, Zequn Li, Christoph Studer:
Approximate Gram-Matrix Interpolation for Wideband Massive MU-MIMO Systems. IEEE Trans. Veh. Technol. 69(5): 4677-4688 (2020) - [c138]Panagiotis Skrimponis, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Seyed Hadi Mirfarshbafan, Christoph Studer, James F. Buckwalter, Mark J. W. Rodwell:
Power Consumption Analysis for Mobile MmWave and Sub-THz Receivers. 6G SUMMIT 2020: 1-5 - [c137]Panagiotis Skrimponis, Seyed Hadi Mirfarshbafan, Christoph Studer, Sundeep Rangan:
Power Efficient Multi-Carrier Baseband Processing for 5G and 6G Wireless. ACSSC 2020: 324-330 - [c136]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Hardware-Friendly Two-Stage Spatial Equalization for All-Digital mmWave Massive MU-MIMO. ACSSC 2020: 388-392 - [c135]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
MSE-Optimal Neural Network Initialization via Layer Fusion. CISS 2020: 1-6 - [c134]Parham Kazemi, Hanan Al-Tous, Christoph Studer, Olav Tirkkonen:
SNR Prediction in Cellular Systems based on Channel Charting. COMNET 2020: 1-8 - [c133]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Soft-Output Finite Alphabet Equalization for mmWave Massive MIMO. ICASSP 2020: 1763-1767 - [c132]Seyed Hadi Mirfarshbafan, Christoph Studer:
Sparse Beamspace Equalization for Massive MU-MIMO MMWave Systems. ICASSP 2020: 1773-1777 - [c131]Ahmed Abdelkader, Michael J. Curry, Liam Fowl, Tom Goldstein, Avi Schwarzschild, Manli Shu, Christoph Studer, Chen Zhu:
Headless Horseman: Adversarial Attacks on Transfer Learning Models. ICASSP 2020: 3087-3091 - [c130]Ping-yeh Chiang, Renkun Ni, Ahmed Abdelkader, Chen Zhu, Christoph Studer, Tom Goldstein:
Certified Defenses for Adversarial Patches. ICLR 2020 - [c129]Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein:
Adversarially robust transfer learning. ICLR 2020 - [c128]Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi:
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. MWSCAS 2020: 125-128 - [c127]Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Ramina Ghods, Christoph Studer:
Sparsity-Adaptive Beamspace Channel Estimation for 1-Bit mmWave Massive MIMO Systems. SPAWC 2020: 1-5 - [c126]Emre Gönültas, Milad Taghavi, Sweta Soni, Alyssa B. Apsel, Christoph Studer:
Identifying Unused RF Channels Using Least Matching Pursuit. SPAWC 2020: 1-5 - [c125]Haochuan Song, Xiaohu You, Chuan Zhang, Olav Tirkkonen, Christoph Studer:
Minimizing Pilot Overhead in Cell-Free Massive MIMO Systems via Joint Estimation and Detection. SPAWC 2020: 1-5 - [i102]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
MSE-Optimal Neural Network Initialization via Layer Fusion. CoRR abs/2001.10509 (2020) - [i101]Ping-yeh Chiang, Renkun Ni, Ahmed Abdelkader, Chen Zhu, Christoph Studer, Tom Goldstein:
Certified Defenses for Adversarial Patches. CoRR abs/2003.06693 (2020) - [i100]Seyed Hadi Mirfarshbafan, Christoph Studer:
Sparse Beamspace Equalization for Massive MU-MIMO mmWave Systems. CoRR abs/2003.08336 (2020) - [i99]Ahmed Abdelkader, Michael J. Curry, Liam Fowl, Tom Goldstein, Avi Schwarzschild, Manli Shu, Christoph Studer, Chen Zhu:
Headless Horseman: Adversarial Attacks on Transfer Learning Models. CoRR abs/2004.09007 (2020) - [i98]Emre Gönültas, Milad Taghavi, Sweta Soni, Alyssa B. Apsel, Christoph Studer:
Identifying Unused RF Channels Using Least Matching Pursuit. CoRR abs/2005.02571 (2020) - [i97]Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Ramina Ghods, Christoph Studer:
Sparsity-Adaptive Beamspace Channel Estimation for 1-Bit mmWave Massive MIMO Systems. CoRR abs/2006.00169 (2020) - [i96]Charles Jeon, Arian Maleki, Christoph Studer:
Mismatched Data Detection in Massive MU-MIMO. CoRR abs/2007.06491 (2020) - [i95]Renkun Ni, Hong-Min Chu, Oscar Castañeda, Ping-yeh Chiang, Christoph Studer, Tom Goldstein:
WrapNet: Neural Net Inference with Ultra-Low-Resolution Arithmetic. CoRR abs/2007.13242 (2020) - [i94]Seyed Hadi Mirfarshbafan, Mahdi Shabany, Seyed Alireza Nezamalhosseini, Christoph Studer:
Algorithm and VLSI Design for 1-bit Data Detection in Massive MIMO-OFDM. CoRR abs/2009.02068 (2020) - [i93]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Finite-Alphabet MMSE Equalization for All-Digital Massive MU-MIMO mmWave Communication. CoRR abs/2009.02747 (2020) - [i92]Emre Gönültas, Eric Lei, Jack Langerman, Howard Huang, Christoph Studer:
CSI-Based Multi-Antenna and Multi-Point Indoor Positioning Using Probability Fusion. CoRR abs/2009.02798 (2020) - [i91]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Soft-Output Finite Alphabet Equalization for mmWAVE Massive MIMO. CoRR abs/2009.02990 (2020) - [i90]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
High-Bandwidth Spatial Equalization for mmWave Massive MU-MIMO with Processing-In-Memory. CoRR abs/2009.03874 (2020) - [i89]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Finite-Alphabet Wiener Filter Precoding for mmWave Massive MU-MIMO Systems. CoRR abs/2009.05133 (2020) - [i88]Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda, Clemens J. S. Schaefer, Christoph Studer, Siddharth Joshi:
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison. CoRR abs/2009.07332 (2020) - [i87]Alexandra Gallyas-Sanhueza, Christoph Studer:
Blind SNR Estimation and Nonparametric Channel Denoising in Multi-Antenna mmWave Systems. CoRR abs/2011.05113 (2020) - [i86]Sina Rezaei Aghdam, Sven Jacobsson, Ulf Gustavsson, Giuseppe Durisi, Christoph Studer, Thomas Eriksson:
Distortion-Aware Linear Precoding for Massive MIMO Downlink Systems with Nonlinear Power Amplifiers. CoRR abs/2012.13337 (2020)
2010 – 2019
- 2019
- [j33]Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, Christoph Studer:
Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO. IEEE Trans. Signal Process. 67(17): 4418-4432 (2019) - [j32]Junquan Deng, Olav Tirkkonen, Christoph Studer:
MmWave Multiuser MIMO Precoding With Fixed Subarrays and Quantized Phase Shifters. IEEE Trans. Veh. Technol. 68(11): 11132-11145 (2019) - [j31]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
Linear Precoding With Low-Resolution DACs for Massive MU-MIMO-OFDM Downlink. IEEE Trans. Wirel. Commun. 18(3): 1595-1609 (2019) - [c124]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Finite-Alphabet Wiener Filter Precoding for mmWave Massive MU-MIMO Systems. ACSSC 2019: 178-183 - [c123]Yasaman Ettefagh, Sven Jacobsson, Anzhong Hu, Giuseppe Durisi, Christoph Studer:
All-Digital Massive MIMO Uplink and Downlink Rates under a Fronthaul Constraint. ACSSC 2019: 416-420 - [c122]Kaipeng Li, James McNaney, Chance Tarver, Oscar Castañeda, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Design Trade-offs for Decentralized Baseband Processing in Massive MU-MIMO Systems. ACSSC 2019: 906-912 - [c121]Larry Tang, Ramina Ghods, Christoph Studer:
Reducing the Complexity of Fingerprinting-Based Positioning using Locality-Sensitive Hashing. ACSSC 2019: 1086-1090 - [c120]Eric Lei, Oscar Castañeda, Olav Tirkkonen, Tom Goldstein, Christoph Studer:
Siamese Neural Networks for Wireless Positioning and Channel Charting. Allerton 2019: 200-207 - [c119]Oscar Castañeda, Maria Bobbett, Alexandra Gallyas-Sanhueza, Christoph Studer:
PPAC: A Versatile In-Memory Accelerator for Matrix-Vector-Product-Like Operations. ASAP 2019: 149-156 - [c118]Tushara Ponnada, Hanan Al-Tous, Olav Tirkkonen, Christoph Studer:
An Out-of-Sample Extension for Wireless Multipoint Channel Charting. CrownCom 2019: 208-217 - [c117]Tsung-Yen Yang, Ryan S. Baker, Christoph Studer, Neil T. Heffernan, Andrew S. Lan:
Active Learning for Student Affect Detection. EDM 2019 - [c116]Charles Jeon, Oscar Castañeda, Christoph Studer:
A 354 Mb/s 0.37 mm2 151 mW 32-User 256-QAM Near-MAP Soft-Input Soft-Output Massive MU-MIMO Data Detector in 28nm CMOS. ESSCIRC 2019: 127-130 - [c115]Sven Jacobsson, Lise Aabel, Mikael Coldrey, Ibrahim Can Sezgin, Christian Fager, Giuseppe Durisi, Christoph Studer:
Massive MU-MIMO-OFDM Uplink with Direct RF-Sampling and 1-Bit ADCs. GLOBECOM Workshops 2019: 1-6 - [c114]Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein:
Are adversarial examples inevitable? ICLR (Poster) 2019 - [c113]Chen Zhu, W. Ronny Huang, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein:
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets. ICML 2019: 7614-7623 - [c112]Kaipeng Li, Oscar Castañeda, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Decentralized Coordinate-Descent Data Detection and Precoding for Massive MU-MIMO. ISCAS 2019: 1-5 - [c111]Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John P. Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein:
Adversarial training for free! NeurIPS 2019: 3353-3364 - [c110]Alexios Balatsoukas-Stimming, Christoph Studer:
Deep Unfolding for Communications Systems: A Survey and Some New Directions. SiPS 2019: 266-271 - [c109]Alexios Balatsoukas-Stimming, Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Christoph Studer:
Neural-Network Optimized 1-bit Precoding for Massive MU-MIMO. SPAWC 2019: 1-5 - [c108]Ramina Ghods, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
BEACHES: Beamspace Channel Estimation for Multi-Antenna mmWave Systems and Beyond. SPAWC 2019: 1-5 - [c107]Pengzhi Huang, Oscar Castañeda, Emre Gönültas, Saïd Medjkouh, Olav Tirkkonen, Tom Goldstein, Christoph Studer:
Improving Channel Charting with Representation -Constrained Autoencoders. SPAWC 2019: 1-5 - [c106]Sven Jacobsson, Carl Lindquist, Giuseppe Durisi, Thomas Eriksson, Christoph Studer:
Timing and Frequency Synchronization for 1-bit Massive MU-MIMO-OFDM Downlink. SPAWC 2019: 1-5 - [i85]Kaipeng Li, Oscar Castañeda, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Decentralized Coordinate-Descent Data Detection and Precoding for Massive MU-MIMO. CoRR abs/1902.08653 (2019) - [i84]Alexios Balatsoukas-Stimming, Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Christoph Studer:
Neural-Network Optimized 1-bit Precoding for Massive MU-MIMO. CoRR abs/1903.03718 (2019) - [i83]Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John P. Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein:
Adversarial Training for Free! CoRR abs/1904.12843 (2019) - [i82]Chen Zhu, W. Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein:
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets. CoRR abs/1905.05897 (2019) - [i81]Sven Jacobsson, Carl Lindquist, Giuseppe Durisi, Thomas Eriksson, Christoph Studer:
Timing and Frequency Synchronization for 1-bit Massive MU-MIMO-OFDM Downlink. CoRR abs/1905.07792 (2019) - [i80]Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein:
Adversarially robust transfer learning. CoRR abs/1905.08232 (2019) - [i79]Alexios Balatsoukas-Stimming, Christoph Studer:
Deep Unfolding for Communications Systems: A Survey and Some New Directions. CoRR abs/1906.05774 (2019) - [i78]Sven Jacobsson, Lise Aabel, Mikael Coldrey, Ibrahim Can Sezgin, Christian Fager, Giuseppe Durisi, Christoph Studer:
Massive MU-MIMO-OFDM Uplink with Direct RF-Sampling and 1-Bit ADCs. CoRR abs/1907.07091 (2019) - [i77]Oscar Castañeda, Maria Bobbett, Alexandra Gallyas-Sanhueza, Christoph Studer:
PPAC: A Versatile In-Memory Accelerator for Matrix-Vector-Product-Like Operations. CoRR abs/1907.08641 (2019) - [i76]Pengzhi Huang, Oscar Castañeda, Emre Gönültas, Saïd Medjkouh, Olav Tirkkonen, Tom Goldstein, Christoph Studer:
Improving Channel Charting with Representation-Constrained Autoencoders. CoRR abs/1908.02878 (2019) - [i75]Ramina Ghods, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
BEACHES: Beamspace Channel Estimation for Multi-Antenna mmWave Systems and Beyond. CoRR abs/1908.02884 (2019) - [i74]Charles Jeon, Oscar Castañeda, Christoph Studer:
A 354Mb/s 0.37mm^2 151mW 32-User 256-QAM Near-MAP Soft-Input Soft-Output Massive MU-MIMO Data Detector in 28nm CMOS. CoRR abs/1908.03288 (2019) - [i73]Eric Lei, Oscar Castañeda, Olav Tirkkonen, Tom Goldstein, Christoph Studer:
Siamese Neural Networks for Wireless Positioning and Channel Charting. CoRR abs/1909.13355 (2019) - [i72]Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, Ramina Ghods, Christoph Studer:
Beamspace Channel Estimation for Massive MIMO mmWave Systems: Algorithm and VLSI Design. CoRR abs/1910.00756 (2019) - [i71]Yasaman Ettefagh, Sven Jacobsson, Anzhong Hu, Giuseppe Durisi, Christoph Studer:
All-Digital Massive MIMO Uplink and Downlink Rates under a Fronthaul Constraint. CoRR abs/1912.02718 (2019) - [i70]Kaipeng Li, James McNaney, Chance Tarver, Oscar Castañeda, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Design Trade-offs for Decentralized Baseband Processing in Massive MU-MIMO Systems. CoRR abs/1912.04437 (2019) - 2018
- [j30]Christoph Studer, Said Medjkouh, Emre Gönültas, Tom Goldstein, Olav Tirkkonen:
Channel Charting: Locating Users Within the Radio Environment Using Channel State Information. IEEE Access 6: 47682-47698 (2018) - [j29]Michaël Pelissier, Christoph Studer:
Non-Uniform Wavelet Sampling for RF Analog-to-Information Conversion. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(2): 471-484 (2018) - [j28]Oscar Castañeda, Tom Goldstein, Christoph Studer:
VLSI Designs for Joint Channel Estimation and Data Detection in Large SIMO Wireless Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(3): 1120-1132 (2018) - [j27]Tom Goldstein, Christoph Studer:
PhaseMax: Convex Phase Retrieval via Basis Pursuit. IEEE Trans. Inf. Theory 64(4): 2675-2689 (2018) - [j26]Michael Wu, Bei Yin, Kaipeng Li, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
Implicit vs. Explicit Approximate Matrix Inversion for Wideband Massive MU-MIMO Data Detection. J. Signal Process. Syst. 90(10): 1311-1328 (2018) - [c105]Junquan Deng, Said Medjkouh, Nicolas Malm, Olav Tirkkonen, Christoph Studer:
Multipoint Channel Charting for Wireless Networks. ACSSC 2018: 286-290 - [c104]Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Feedforward Architectures for Decentralized Precoding in Massive MU-MIMO Systems. ACSSC 2018: 1659-1665 - [c103]Sven Jacobsson, Ulf Gustavsson, Giuseppe Durisi, Christoph Studer:
Massive MU-MIMO-OFDM Uplink with Hardware Impairments: Modeling and Analysis. ACSSC 2018: 1829-1835 - [c102]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
PhaseLin: Linear phase retrieval. CISS 2018: 1-6 - [c101]Andrew S. Lan, Mung Chiang, Christoph Studer:
Linearized binary regression. CISS 2018: 1-6 - [c100]Xinming Liu, Emre Gönültas, Christoph Studer:
Analog-to-Feature (A2F) Conversion for Audio-Event Classification. EUSIPCO 2018: 2275-2279 - [c99]Said Medjkouh, Emre Gönültas, Tom Goldstein, Olav Tirkkonen, Christoph Studer:
Unsupervised Charting of Wireless Channels. GLOBECOM 2018: 1-7 - [c98]Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer:
Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound. ICASSP 2018: 3589-3593 - [c97]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
Linear Spectral Estimators and an Application to Phase Retrieval. ICML 2018: 1729-1738 - [c96]Andrew S. Lan, Mung Chiang, Christoph Studer:
An Estimation and Analysis Framework for the Rasch Model. ICML 2018: 2889-2897 - [c95]Sven Jacobsson, Oscar Castañeda, Charles Jeon, Giuseppe Durisi, Christoph Studer:
Nonlinear Precoding for Phase-Quantized Constant-Envelope Massive MU-MIMO-OFDM. ICT 2018: 367-372 - [c94]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
VLSI Design of a 3-bit Constant-Modulus Precoder for Massive MU-MIMO. ISCAS 2018: 1-5 - [c93]Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein:
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. NeurIPS 2018: 6106-6116 - [c92]Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein:
Visualizing the Loss Landscape of Neural Nets. NeurIPS 2018: 6391-6401 - [c91]Sven Jacobsson, Yasaman Ettefagh, Giuseppe Durisi, Christoph Studer:
All-Digital Massive Mimo With a Fronthaul Constraint. SSP 2018: 218-222 - [c90]Junquan Deng, Olav Tirkkonen, Christoph Studer:
MmWave channel estimation via atomic norm minimization for multi-user hybrid precoding. WCNC 2018: 1-6 - [i69]Junquan Deng, Olav Tirkkonen, Christoph Studer:
MmWave Channel Estimation via Atomic Norm Minimization for Multi-User Hybrid Precoding. CoRR abs/1801.08601 (2018) - [i68]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
PhaseLin: Linear Phase Retrieval. CoRR abs/1802.00432 (2018) - [i67]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
VLSI Design of a 3-bit Constant-Modulus Precoder for Massive MU-MIMO. CoRR abs/1803.00558 (2018) - [i66]Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein:
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. CoRR abs/1804.00792 (2018) - [i65]Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer:
MSE-optimal 1-bit Precoding for Multiuser MIMO via Branch and Bound. CoRR abs/1804.03233 (2018) - [i64]Chuan Zhang, Zhizhen Wu, Christoph Studer, Zaichen Zhang, Xiaohu You:
Efficient Soft-Output Gauss-Seidel Data Detector for Massive MIMO Systems. CoRR abs/1804.06737 (2018) - [i63]Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Feedforward Architectures for Decentralized Precoding in Massive MU-MIMO Systems. CoRR abs/1804.10987 (2018) - [i62]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
Linear Spectral Estimators and an Application to Phase Retrieval. CoRR abs/1806.03547 (2018) - [i61]Andrew S. Lan, Mung Chiang, Christoph Studer:
An Estimation and Analysis Framework for the Rasch Model. CoRR abs/1806.03551 (2018) - [i60]Christoph Studer, Saïd Medjkouh, Emre Gönültas, Tom Goldstein, Olav Tirkkonen:
Channel Charting: Locating Users within the Radio Environment using Channel State Information. CoRR abs/1807.05247 (2018) - [i59]Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, Christoph Studer:
Decentralized Equalization with Feedforward Architectures for Massive MU-MIMO. CoRR abs/1808.04473 (2018) - [i58]Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein:
Are adversarial examples inevitable? CoRR abs/1809.02104 (2018) - [i57]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimal Data Detection in Large MIMO. CoRR abs/1811.01917 (2018) - [i56]Sven Jacobsson, Ulf Gustavsson, Giuseppe Durisi, Christoph Studer:
Massive MU-MIMO-OFDM Uplink with Hardware Impairments: Modeling and Analysis. CoRR abs/1812.02078 (2018) - 2017
- [j25]Kaipeng Li, Rishi Sharan, Yujun Chen, Tom Goldstein, Joseph R. Cavallaro, Christoph Studer:
Decentralized Baseband Processing for Massive MU-MIMO Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 7(4): 491-507 (2017) - [j24]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
1-bit Massive MU-MIMO Precoding in VLSI. IEEE J. Emerg. Sel. Topics Circuits Syst. 7(4): 508-522 (2017) - [j23]Andrew S. Lan, Andrew E. Waters, Christoph Studer, Richard G. Baraniuk:
BLAh: Boolean Logic Analysis for Graded Student Response Data. IEEE J. Sel. Top. Signal Process. 11(5): 754-764 (2017) - [j22]Richard G. Baraniuk, Thomas A. Goldstein, Aswin C. Sankaranarayanan, Christoph Studer, Ashok Veeraraghavan, Michael B. Wakin:
Compressive Video Sensing: Algorithms, architectures, and applications. IEEE Signal Process. Mag. 34(1): 52-66 (2017) - [j21]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
Quantized Precoding for Massive MU-MIMO. IEEE Trans. Commun. 65(11): 4670-4684 (2017) - [j20]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Ulf Gustavsson, Christoph Studer:
Throughput Analysis of Massive MIMO Uplink With Low-Resolution ADCs. IEEE Trans. Wirel. Commun. 16(6): 4038-4051 (2017) - [c89]Igor Labutov, Christoph Studer:
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading. AAAI 2017: 1010-1016 - [c88]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
On out-of-band emissions of quantized precoding in massive MU-MIMO-OFDM. ACSSC 2017: 21-26 - [c87]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC 2017: 1504-1508 - [c86]Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Decentralized equalization for massive MU-MIMO on FPGA. ACSSC 2017: 1532-1536 - [c85]Rohan Chandra, Ziyuan Zhong, Justin Hontz, Val McCulloch, Christoph Studer, Tom Goldstein:
PhasePack: A phase retrieval library. ACSSC 2017: 1617-1621 - [c84]Olav Tirkkonen, Christoph Studer:
Subset-codebook precoding for 1-bit massive multiuser MIMO. CISS 2017: 1-5 - [c83]Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein:
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CVPR 2017: 7234-7243 - [c82]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
Massive MU-MIMO-OFDM Downlink with One-Bit DACs and Linear Precoding. GLOBECOM 2017: 1-6 - [c81]Oscar Castañeda, Tom Goldstein, Christoph Studer:
POKEMON: A non-linear beamforming algorithm for 1-bit massive MIMO. ICASSP 2017: 3464-3468 - [c80]Tom Goldstein, Christoph Studer:
Convex Phase Retrieval without Lifting via PhaseMax. ICML 2017: 1273-1281 - [c79]Oscar Castañeda, Tom Goldstein, Christoph Studer:
FPGA design of low-complexity joint channel estimation and data detection for large SIMO wireless systems. ISCAS 2017: 1-4 - [c78]Shahriar Shahabuddin, Markku J. Juntti, Christoph Studer:
ADMM-based infinity norm detection for large MU-MIMO: Algorithm and VLSI architecture. ISCAS 2017: 1-4 - [c77]Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, Christoph Studer:
On the achievable rates of decentralized equalization in massive MU-MIMO systems. ISIT 2017: 1102-1106 - [c76]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. ISIT 2017: 2118-2122 - [c75]Hao Li, Soham De, Zheng Xu, Christoph Studer, Hanan Samet, Tom Goldstein:
Training Quantized Nets: A Deeper Understanding. NIPS 2017: 5811-5821 - [i55]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
1-bit Massive MU-MIMO Precoding in VLSI. CoRR abs/1702.03449 (2017) - [i54]Kaipeng Li, Rishi Sharan, Yujun Chen, Tom Goldstein, Joseph R. Cavallaro, Christoph Studer:
Decentralized Baseband Processing for Massive MU-MIMO Systems. CoRR abs/1702.04458 (2017) - [i53]Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein:
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CoRR abs/1704.02712 (2017) - [i52]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
Massive MU-MIMO-OFDM Downlink with One-Bit DACs and Linear Precoding. CoRR abs/1704.04607 (2017) - [i51]Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, Christoph Studer:
On the Achievable Rates of Decentralized Equalization in Massive MU-MIMO Systems. CoRR abs/1705.02976 (2017) - [i50]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-Tuned Nonparametric Linear Equalization for Massive MU-MIMO Systems. CoRR abs/1705.02985 (2017) - [i49]Hao Li, Soham De, Zheng Xu, Christoph Studer, Hanan Samet, Tom Goldstein:
Training Quantized Nets: A Deeper Understanding. CoRR abs/1706.02379 (2017) - [i48]Michaël Pelissier, Christoph Studer:
Non-Uniform Wavelet Sampling for RF Analog-to-Information Conversion. CoRR abs/1709.00781 (2017) - [i47]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
Linear Precoding with Low-Resolution DACs for Massive MU-MIMO-OFDM Downlink. CoRR abs/1709.04846 (2017) - [i46]Oscar Castañeda, Tom Goldstein, Christoph Studer:
VLSI Designs for Joint Channel Estimation and Data Detection in Large SIMO Wireless Systems. CoRR abs/1709.07860 (2017) - [i45]Sven Jacobsson, Oscar Castañeda, Charles Jeon, Giuseppe Durisi, Christoph Studer:
Nonlinear Phase-Quantized Constant-Envelope Precoding for Massive MU-MIMO-OFDM. CoRR abs/1710.06825 (2017) - [i44]Rohan Chandra, Ziyuan Zhong, Justin Hontz, Val McCulloch, Christoph Studer, Tom Goldstein:
PhasePack User Guide. CoRR abs/1711.09777 (2017) - [i43]Rohan Chandra, Ziyuan Zhong, Justin Hontz, Val McCulloch, Christoph Studer, Tom Goldstein:
PhasePack: A Phase Retrieval Library. CoRR abs/1711.10175 (2017) - [i42]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO. CoRR abs/1711.10446 (2017) - [i41]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Christoph Studer:
On Out-of-Band Emissions of Quantized Precoding in Massive MU-MIMO-OFDM. CoRR abs/1712.01249 (2017) - 2016
- [j19]Andrea Mazzanti, Christoph Studer, Filippo Neri, Josep M. Olm, Yichuang Sun:
Guest Editorial Special Issue on the 2016 IEEE International Symposium on Circuits and Systems (ISCAS 2016). IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(12): 2109-2111 (2016) - [j18]Oscar Castañeda, Tom Goldstein, Christoph Studer:
Data Detection in Large Multi-Antenna Wireless Systems via Approximate Semidefinite Relaxation. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(12): 2334-2346 (2016) - [j17]Michael Wu, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
High-Throughput Data Detection for Massive MU-MIMO-OFDM Using Coordinate Descent. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(12): 2357-2367 (2016) - [j16]Christoph Studer, Giuseppe Durisi:
Quantized Massive MU-MIMO-OFDM Uplink. IEEE Trans. Commun. 64(6): 2387-2399 (2016) - [c74]Kaipeng Li, Yujun Chen, Rishi Sharan, Tom Goldstein, Joseph R. Cavallaro, Christoph Studer:
Decentralized data detection for massive MU-MIMO on a Xeon Phi cluster. ACSSC 2016: 468-472 - [c73]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
Nonlinear 1-bit precoding for massive MU-MIMO with higher-order modulation. ACSSC 2016: 763-767 - [c72]Divyanshu Vats, Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Optimal ranking of test items using the Rasch model. Allerton 2016: 467-473 - [c71]Sohil Shah, Tom Goldstein, Christoph Studer:
Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity. CVPR 2016: 5906-5915 - [c70]Sohil Shah, Abhay Kumar Yadav, Carlos Domingo Castillo, David W. Jacobs, Christoph Studer, Tom Goldstein:
Biconvex Relaxation for Semidefinite Programming in Computer Vision. ECCV (6) 2016: 717-735 - [c69]Igor Labutov, Christoph Studer:
Calibrated Self-Assessment. EDM 2016 - [c68]Kaipeng Li, Riski Skaran, Yujun Chen, Joseph R. Cavallaro, Tom Goldstein, Christoph Studer:
Decentralized beamforming for massive MU-MIMO on a GPU cluster. GlobalSIP 2016: 590-594 - [c67]Andrew S. Lan, Tom Goldstein, Richard G. Baraniuk, Christoph Studer:
Dealbreaker: A Nonlinear Latent Variable Model for Educational Data. ICML 2016: 266-275 - [c66]Michael Wu, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
FPGA design of a coordinate descent data detector for large-scale MU-MIMO. ISCAS 2016: 1894-1897 - [c65]Oscar Castañeda, Tom Goldstein, Christoph Studer:
FPGA design of approximate semidefinite relaxation for data detection in large MIMO wireless systems. ISCAS 2016: 2659-2662 - [c64]Charles Jeon, Arian Maleki, Christoph Studer:
On the performance of mismatched data detection in large MIMO systems. ISIT 2016: 180-184 - [c63]Igor Labutov, Frans Schalekamp, Kelvin Luu, Hod Lipson, Christoph Studer:
Optimally Discriminative Choice Sets in Discrete Choice Models: Application to Data-Driven Test Design. KDD 2016: 1665-1674 - [c62]Igor Labutov, Kelvin Luu, Hod Lipson, Christoph Studer:
Optimally Discriminative Choice Sets in Discrete Choice Models: Application to Data-Driven Test Design. L@S 2016: 149-152 - [i40]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Ulf Gustavsson, Christoph Studer:
Massive MIMO with Low-Resolution ADCs. CoRR abs/1602.01139 (2016) - [i39]Sohil Shah, Tom Goldstein, Christoph Studer:
Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity. CoRR abs/1605.01813 (2016) - [i38]Charles Jeon, Arian Maleki, Christoph Studer:
On the Performance of Mismatched Data Detection in Large MIMO Systems. CoRR abs/1605.02324 (2016) - [i37]Sohil Shah, Abhay Kumar Yadav, David W. Jacobs, Christoph Studer, Tom Goldstein:
Biconvex Relaxation for Semidefinite Programming in Computer Vision. CoRR abs/1605.09527 (2016) - [i36]Oscar Castañeda, Tom Goldstein, Christoph Studer:
Data Detection in Large Multi-Antenna Wireless Systems via Approximate Semidefinite Relaxation. CoRR abs/1609.01797 (2016) - [i35]Zequn Li, Charles Jeon, Christoph Studer:
Approximate Gram-Matrix Interpolation for Wideband Massive MU-MIMO. CoRR abs/1610.00227 (2016) - [i34]Tom Goldstein, Christoph Studer:
PhaseMax: Convex Phase Retrieval via Basis Pursuit. CoRR abs/1610.07531 (2016) - [i33]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
Quantized Precoding for Massive MU-MIMO. CoRR abs/1610.07564 (2016) - [i32]Michael Wu, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
High-Throughput Data Detection for Massive MU-MIMO-OFDM using Coordinate Descent. CoRR abs/1611.08779 (2016) - [i31]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Tom Goldstein, Christoph Studer:
Nonlinear 1-Bit Precoding for Massive MU-MIMO with Higher-Order Modulation. CoRR abs/1612.02685 (2016) - [i30]Zheng Xu, Soham De, Mário A. T. Figueiredo, Christoph Studer, Tom Goldstein:
An Empirical Study of ADMM for Nonconvex Problems. CoRR abs/1612.03349 (2016) - 2015
- [j15]Aswin C. Sankaranarayanan, Lina Xu, Christoph Studer, Yun Li, Kevin F. Kelly, Richard G. Baraniuk:
Video Compressive Sensing for Spatial Multiplexing Cameras Using Motion-Flow Models. SIAM J. Imaging Sci. 8(3): 1489-1518 (2015) - [c61]Nihat Engin Tunali, Michael Wu, Chris Dick, Christoph Studer:
Linear large-scale MIMO data detection for 5G multi-carrier waveform candidates. ACSSC 2015: 1149-1153 - [c60]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal large-MIMO data detection with transmit impairments. Allerton 2015: 1211-1218 - [c59]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Ulf Gustavsson, Christoph Studer:
One-bit massive MIMO: Channel estimation and high-order modulations. ICC Workshops 2015: 1304-1309 - [c58]Bei Yin, Michael Wu, Joseph R. Cavallaro, Christoph Studer:
VLSI design of large-scale soft-output MIMO detection using conjugate gradients. ISCAS 2015: 1498-1501 - [c57]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of large MIMO detection via approximate message passing. ISIT 2015: 1227-1231 - [i29]Tom Goldstein, Christoph Studer, Richard G. Baraniuk:
FASTA: A Generalized Implementation of Forward-Backward Splitting. CoRR abs/1501.04979 (2015) - [i28]Aswin C. Sankaranarayanan, Lina Xu, Christoph Studer, Yun Li, Kevin F. Kelly, Richard G. Baraniuk:
Video Compressive Sensing for Spatial Multiplexing Cameras using Motion-Flow Models. CoRR abs/1503.02727 (2015) - [i27]Sven Jacobsson, Giuseppe Durisi, Mikael Coldrey, Ulf Gustavsson, Christoph Studer:
One-Bit Massive MIMO: Channel Estimation and High-Order Modulations. CoRR abs/1504.04540 (2015) - [i26]Christoph Studer:
Recovery of Signals with Low Density. CoRR abs/1507.02821 (2015) - [i25]Christoph Studer, Giuseppe Durisi:
Quantized Massive MU-MIMO-OFDM Uplink. CoRR abs/1509.07928 (2015) - [i24]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of Large MIMO Detection via Approximate Message Passing. CoRR abs/1510.06095 (2015) - [i23]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Large-MIMO Data Detection with Transmit Impairments. CoRR abs/1510.06097 (2015) - [i22]Nihat Engin Tunali, Michael Wu, Chris Dick, Christoph Studer:
Linear Large-Scale MIMO Data Detection for 5G Multi-Carrier Waveform Candidates. CoRR abs/1512.00411 (2015) - 2014
- [j14]Andrew S. Lan, Andrew E. Waters, Christoph Studer, Richard G. Baraniuk:
Sparse factor analysis for learning and content analytics. J. Mach. Learn. Res. 15(1): 1959-2008 (2014) - [j13]Michael Wu, Bei Yin, Guohui Wang, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
Large-Scale MIMO Detection for 3GPP LTE: Algorithms and FPGA Implementations. IEEE J. Sel. Top. Signal Process. 8(5): 916-929 (2014) - [j12]Michael Wu, Bei Yin, Guohui Wang, Christoph Studer, Joseph R. Cavallaro:
GPU Acceleration of a Configurable N-Way MIMO Detector for Wireless Systems. J. Signal Process. Syst. 76(2): 95-108 (2014) - [c56]Christoph Roth, Christoph Studer, Georgios Karakonstantis, Andreas Burg:
Statistical data correction for unreliable memories. ACSSC 2014: 1890-1894 - [c55]Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Quantized Matrix Completion for Personalized Learning. EDM 2014: 280-283 - [c54]Michael Wu, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
Iterative detection and decoding in 3GPP LTE-based massive MIMO systems. EUSIPCO 2014: 96-100 - [c53]David E. Bellasi, Luca Bettini, Thomas Burger, Christian Benkeser, Qiuting Huang, Christoph Studer:
Compressive sensing spectrum recovery from quantized measurements in 28nm SOI CMOS. EUSIPCO 2014: 256-260 - [c52]Bei Yin, Michael Wu, Joseph R. Cavallaro, Christoph Studer:
Conjugate gradient-based soft-output detection and precoding in massive MIMO systems. GLOBECOM 2014: 3696-3701 - [c51]Bei Yin, Michael Wu, Guohui Wang, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
A 3.8Gb/s large-scale MIMO detector for 3GPP LTE-Advanced. ICASSP 2014: 3879-3883 - [c50]Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Matrix recovery from quantized and corrupted measurements. ICASSP 2014: 4973-4977 - [c49]Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Time-varying learning and content analytics via sparse factor analysis. KDD 2014: 452-461 - [c48]David E. Bellasi, Luca Bettini, Thomas Burger, Qiuting Huang, Christian Benkeser, Christoph Studer:
A 1.9 GS/s 4-bit sub-Nyquist flash ADC for 3.8 GHz compressive spectrum sensing in 28 nm CMOS. MWSCAS 2014: 101-104 - [i21]Christoph Studer, Tom Goldstein, Wotao Yin, Richard G. Baraniuk:
Democratic Representations. CoRR abs/1401.3420 (2014) - [i20]Michael Wu, Bei Yin, Guohui Wang, Chris Dick, Joseph R. Cavallaro, Christoph Studer:
Large-Scale MIMO Detection for 3GPP LTE: Algorithms and FPGA Implementations. CoRR abs/1403.5711 (2014) - [i19]Bei Yin, Michael Wu, Joseph R. Cavallaro, Christoph Studer:
Conjugate Gradient-based Soft-Output Detection and Precoding in Massive MIMO Systems. CoRR abs/1404.0424 (2014) - [i18]Tom Goldstein, Christoph Studer, Richard G. Baraniuk:
A Field Guide to Forward-Backward Splitting with a FASTA Implementation. CoRR abs/1411.3406 (2014) - [i17]Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk:
Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics. CoRR abs/1412.5967 (2014) - [i16]Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Quantized Matrix Completion for Personalized Learning. CoRR abs/1412.5968 (2014) - 2013
- [j11]David E. Bellasi, Luca Bettini, Christian Benkeser, Thomas Burger, Qiuting Huang, Christoph Studer:
VLSI Design of a Monolithic Compressive-Sensing Wideband Analog-to-Information Converter. IEEE J. Emerg. Sel. Topics Circuits Syst. 3(4): 552-565 (2013) - [j10]Christoph Studer, Erik G. Larsson:
PAR-Aware Large-Scale Multi-User MIMO-OFDM Downlink. IEEE J. Sel. Areas Commun. 31(2): 303-313 (2013) - [j9]Graeme Pope, Annina Bracher, Christoph Studer:
Probabilistic Recovery Guarantees for Sparsely Corrupted Signals. IEEE Trans. Inf. Theory 59(5): 3104-3116 (2013) - [c47]Michael Wu, Guohui Wang, Bei Yin, Christoph Studer, Joseph R. Cavallaro:
HSPA;/LTE-A turbo decoder on GPU and multicore CPU. ACSSC 2013: 824-828 - [c46]Bei Yin, Michael Wu, Christoph Studer, Joseph R. Cavallaro, Jorma Lilleberg:
Full-duplex in large-scale wireless systems. ACSSC 2013: 1623-1627 - [c45]Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk:
Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics. EDM 2013: 90-97 - [c44]Divyanshu Vats, Christoph Studer, Andrew S. Lan, Lawrence Carin, Richard G. Baraniuk:
Test-size Reduction for Concept Estimation. EDM 2013: 292-295 - [c43]Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk:
Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data. EDM 2013: 324-325 - [c42]Andrew E. Waters, Christoph Studer, Richard G. Baraniuk:
Bayesian pairwise collaboration detection in educational datasets. GlobalSIP 2013: 989-992 - [c41]Graeme Pope, Michael Lerjen, Steven Müllener, Simon Schläpfer, Thomas Walti, Johannes Widmer, Christoph Studer:
Light curtain localization via compressive sensing. ICASSP 2013: 2558-2562 - [c40]Bei Yin, Michael Wu, Christoph Studer, Joseph R. Cavallaro, Chris Dick:
Implementation trade-offs for linear detection in large-scale MIMO systems. ICASSP 2013: 2679-2683 - [c39]Eva L. Dyer, Christoph Studer, Richard G. Baraniuk:
Subspace clustering with dense representations. ICASSP 2013: 3258-3262 - [c38]Graeme Pope, Céline Aubel, Christoph Studer:
Learning phase-invariant dictionaries. ICASSP 2013: 5979-5983 - [c37]Andrew E. Waters, Andrew S. Lan, Christoph Studer:
Sparse probit factor analysis for learning analytics. ICASSP 2013: 8776-8780 - [c36]David E. Bellasi, Patrick Maechler, Andreas Burg, Norbert Felber, Hubert Kaeslin, Christoph Studer:
Live demonstration: Real-time audio restoration using sparse signal recovery. ISCAS 2013: 659 - [c35]Michael Wu, Bei Yin, Aida Vosoughi, Christoph Studer, Joseph R. Cavallaro, Chris Dick:
Approximate matrix inversion for high-throughput data detection in the large-scale MIMO uplink. ISCAS 2013: 2155-2158 - [i15]Armeen Taeb, Arian Maleki, Christoph Studer, Richard G. Baraniuk:
Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals. CoRR abs/1303.2389 (2013) - [i14]Andrew S. Lan, Andrew E. Waters, Christoph Studer, Richard G. Baraniuk:
Sparse Factor Analysis for Learning and Content Analytics. CoRR abs/1303.5685 (2013) - [i13]Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk:
Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data. CoRR abs/1305.1956 (2013) - [i12]Andrew S. Lan, Christoph Studer, Richard G. Baraniuk:
Time-varying Learning and Content Analytics via Sparse Factor Analysis. CoRR abs/1312.5734 (2013) - 2012
- [j8]Patrick Maechler, Christoph Studer, David E. Bellasi, Arian Maleki, Andreas Burg, Norbert Felber, Hubert Kaeslin, Richard G. Baraniuk:
VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 579-590 (2012) - [j7]Christoph Studer, Schekeb Fateh, Christian Benkeser, Qiuting Huang:
Implementation Trade-Offs of Soft-Input Soft-Output MAP Decoders for Convolutional Codes. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(11): 2774-2783 (2012) - [j6]Christoph Studer, Patrick Kuppinger, Graeme Pope, Helmut Bölcskei:
Recovery of Sparsely Corrupted Signals. IEEE Trans. Inf. Theory 58(5): 3115-3130 (2012) - [c34]Christoph Studer:
Session MP1a: Compressive sensing (invited). ACSCC 2012: 261-262 - [c33]Christoph Roth, Christian Benkeser, Christoph Studer, Georgios Karakonstantis, Andreas Burg:
Data mapping for unreliable memories. Allerton Conference 2012: 679-685 - [c32]Christoph Studer, Wotao Yin, Richard G. Baraniuk:
Signal representations with minimum ℓ∞-norm. Allerton Conference 2012: 1270-1277 - [c31]