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ORCIDChristoph Studer
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2020 – today
- 2020
[j41]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)- [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): 145-148 (2020) - [j39]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) - [j38]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) - [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) - [c134]Panagiotis Skrimponis, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Seyed Hadi Mirfarshbafan, Christoph Studer, James F. Buckwalter, Mark Rodwell:
Power Consumption Analysis for Mobile MmWave and Sub-THz Receivers. 6G SUMMIT 2020: 1-5 - [c133]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
MSE-Optimal Neural Network Initialization via Layer Fusion. CISS 2020: 1-6 - [c132]Parham Kazemi, Hanan Al-Tous, Christoph Studer, Olav Tirkkonen:
SNR Prediction in Cellular Systems based on Channel Charting. COMNET 2020: 1-8 - [c131]Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
Soft-Output Finite Alphabet Equalization for mmWave Massive MIMO. ICASSP 2020: 1763-1767 - [c130]Seyed Hadi Mirfarshbafan, Christoph Studer:
Sparse Beamspace Equalization for Massive MU-MIMO MMWave Systems. ICASSP 2020: 1773-1777 - [c129]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 - [c128]Ping-Yeh Chiang, Renkun Ni, Ahmed Abdelkader, Chen Zhu, Christoph Studer, Tom Goldstein:
Certified Defenses for Adversarial Patches. ICLR 2020 - [c127]Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein:
Adversarially robust transfer learning. ICLR 2020 - [c126]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 - [c125]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 - [c124]Emre Gönültas, Milad Taghavi, Sweta Soni, Alyssa B. Apsel, Christoph Studer:
Identifying Unused RF Channels Using Least Matching Pursuit. SPAWC 2020: 1-5 - [c123]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) - [c122]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 - [c121]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 - [c120]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 - [c119]Larry Tang, Ramina Ghods, Christoph Studer:
Reducing the Complexity of Fingerprinting-Based Positioning using Locality-Sensitive Hashing. ACSSC 2019: 1086-1090 - [c118]Eric Lei, Oscar Castañeda, Olav Tirkkonen, Tom Goldstein, Christoph Studer:
Siamese Neural Networks for Wireless Positioning and Channel Charting. Allerton 2019: 200-207 - [c117]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 - [c116]Tushara Ponnada, Hanan Al-Tous, Olav Tirkkonen, Christoph Studer:
An Out-of-Sample Extension for Wireless Multipoint Channel Charting. CrownCom 2019: 208-217 - [c115]Tsung-Yen Yang, Ryan S. Baker, Christoph Studer, Neil T. Heffernan, Andrew S. Lan:
Active Learning for Student Affect Detection. EDM 2019 - [c114]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 - [c113]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 - [c112]Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein:
Are adversarial examples inevitable? ICLR (Poster) 2019 - [c111]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 - [c110]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 - [c109]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 - [c108]Alexios Balatsoukas-Stimming, Christoph Studer:
Deep Unfolding for Communications Systems: A Survey and Some New Directions. SiPS 2019: 266-271 - [c107]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 - [c106]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 - [c105]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 - [c104]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) - [c103]Junquan Deng, Said Medjkouh, Nicolas Malm, Olav Tirkkonen, Christoph Studer:
Multipoint Channel Charting for Wireless Networks. ACSSC 2018: 286-290 - [c102]Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Feedforward Architectures for Decentralized Precoding in Massive MU-MIMO Systems. ACSSC 2018: 1659-1665 - [c101]Sven Jacobsson, Ulf Gustavsson, Giuseppe Durisi, Christoph Studer:
Massive MU-MIMO-OFDM Uplink with Hardware Impairments: Modeling and Analysis. ACSSC 2018: 1829-1835 - [c100]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
PhaseLin: Linear phase retrieval. CISS 2018: 1-6 - [c99]Andrew S. Lan, Mung Chiang, Christoph Studer:
Linearized binary regression. CISS 2018: 1-6 - [c98]Xinming Liu, Emre Gönültas, Christoph Studer:
Analog-to-Feature (A2F) Conversion for Audio-Event Classification. EUSIPCO 2018: 2275-2279 - [c97]Said Medjkouh, Emre Gönültas, Tom Goldstein, Olav Tirkkonen, Christoph Studer:
Unsupervised Charting of Wireless Channels. GLOBECOM 2018: 1-7 - [c96]Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer:
Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound. ICASSP 2018: 3589-3593 - [c95]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
Linear Spectral Estimators and an Application to Phase Retrieval. ICML 2018: 1729-1738 - [c94]Andrew S. Lan, Mung Chiang, Christoph Studer:
An Estimation and Analysis Framework for the Rasch Model. ICML 2018: 2889-2897 - [c93]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 - [c92]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 - [c91]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 - [c90]Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein:
Visualizing the Loss Landscape of Neural Nets. NeurIPS 2018: 6391-6401 - [c89]Sven Jacobsson, Yasaman Ettefagh, Giuseppe Durisi, Christoph Studer:
All-Digital Massive Mimo With a Fronthaul Constraint. SSP 2018: 218-222 - [c88]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 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) - [c87]Igor Labutov, Christoph Studer:
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading. AAAI 2017: 1010-1016 - [c86]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 - [c85]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC 2017: 1504-1508 - [c84]Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, Christoph Studer:
Decentralized equalization for massive MU-MIMO on FPGA. ACSSC 2017: 1532-1536 - [c83]Rohan Chandra, Ziyuan Zhong, Justin Hontz, Val McCulloch, Christoph Studer, Tom Goldstein:
PhasePack: A phase retrieval library. ACSSC 2017: 1617-1621 - [c82]Olav Tirkkonen, Christoph Studer:
Subset-codebook precoding for 1-bit massive multiuser MIMO. CISS 2017: 1-5 - [c81]