FOG-aided wireless networks for communication, cacHing and cOmputing: theoRetical and algorithmic fouNdations

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Information-Theoretic Generalization Bounds for Meta-Learning and Applications

Author(s): Sharu Theresa Jose, Osvaldo Simeone
Published in: Entropy, Issue 23/1, 2021, Page(s) 126, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23010126

Neuromorphic Integrated Sensing and Communications

Author(s): Jiechen Chen; Nicolas Skatchkovsky; Osvaldo Simeone
Published in: Chen , J , Skatchkovsky , N & Simeone , O 2023 , ' Neuromorphic Integrated Sensing and Communications ' , IEEE Wireless Communications Letters , vol. 12 , no. 3 , pp. 476-480 . https://doi.org/10.1109/LWC.2022.3231388, Issue 24, 2023, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2209.11891

Spiking Neural Networks—Part III: Neuromorphic Communications

Author(s): Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 25/6, 2021, Page(s) 1746-1750, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050212

Compressed Particle-Based Federated Bayesian Learning and Unlearning

Author(s): Jinu Gong; Osvaldo Simeone; Joonhyuk Kang
Published in: Gong , J , Simeone , O & Kang , J 2023 , ' Compressed Particle-Based Federated Bayesian Learning and Unlearning ' , IEEE COMMUNICATIONS LETTERS , vol. 27 , no. 2 , pp. 556-560 . https://doi.org/10.1109/LCOMM.2022.3223655, Issue 37, 2023, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2022.3223655

Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization

Author(s): Sharu Theresa Jose, Osvaldo Simeone, Giuseppe Durisi
Published in: IEEE Transactions on Information Theory, 2021, Page(s) 1-1, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3119605

Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning

Author(s): Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Published in: IEEE Transactions on Signal Processing, Issue 69, 2021, Page(s) 226-239, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.3043879

Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication

Author(s): Kuikui Li, Meixia Tao, Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Transactions on Communications, Issue 69/4, 2021, Page(s) 2224-2239, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2021.3053018

Spiking Neural Networks—Part II: Detecting Spatio-Temporal Patterns

Author(s): Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 25/6, 2021, Page(s) 1741-1745, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050242

Information-Centric Grant-Free Access for IoT Fog Networks: Edge vs. Cloud Detection and Learning

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski
Published in: IEEE Transactions on Wireless Communications, Issue 19/10, 2020, Page(s) 6347-6361, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3002782

Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers

Author(s): Dongzhu Liu, Osvaldo Simeone
Published in: IEEE Journal on Selected Areas in Communications, 2021, Page(s) 1-1, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118406

Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency

Author(s): Seok-Hwan Park, Seongah Jeong, Jinyeop Na, Osvaldo Simeone, Shlomo Shamai
Published in: IEEE Transactions on Signal and Information Processing over Networks, Issue 7, 2021, Page(s) 259-274, ISSN 2373-776X
Publisher: IEEE
DOI: 10.1109/tsipn.2021.3070712

Memristors—From In‐Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio‐Inspired Computing

Author(s): Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Published in: Advanced Intelligent Systems, Issue 2/11, 2020, Page(s) 2000085, ISSN 2640-4567
Publisher: Wiley
DOI: 10.1002/aisy.202000085

Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation

Author(s): Jihong Park, Petar Popovski, Osvaldo Simeone
Published in: IEEE Wireless Communications Letters, Issue 7/5, 2018, Page(s) 776-779, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/LWC.2018.2823761

Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications

Author(s): Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai Shitz
Published in: IEEE Transactions on Wireless Communications, Issue 17/6, 2018, Page(s) 3686-3696, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2813363

Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling

Author(s): Andrea Matera, Rahif Kassab, Osvaldo Simeone, Umberto Spagnolini
Published in: Entropy, Issue 20/9, 2018, Page(s) 661, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20090661

Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs

Author(s): Avik Sengupta, Ravi Tandon, Osvaldo Simeone
Published in: IEEE Transactions on Information Theory, Issue 63/10, 2017, Page(s) 6650-6678, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2735962

Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity

Author(s): Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta, Ravi Tandon
Published in: IEEE Journal on Selected Areas in Communications, Issue 36/6, 2018, Page(s) 1189-1202, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2844961

Optimization of Massive Full-Dimensional MIMO for Positioning and Communication

Author(s): Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Published in: IEEE Transactions on Wireless Communications, Issue 17/9, 2018, Page(s) 6205-6217, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2855167

Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information

Author(s): Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 65/12, 2017, Page(s) 5429-5444, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2747541

Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding

Author(s): Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Published in: IEEE Transactions on Communications, 2018, Page(s) 1-1, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2018.2869791

Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Published in: IEEE Transactions on Vehicular Technology, Issue 67/11, 2018, Page(s) 10492-10503, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2018.2865599

Reliable and Low-Latency Fronthaul for Tactile Internet Applications

Author(s): Ghizlane Mountaser, Toktam Mahmoodi, Osvaldo Simeone
Published in: IEEE Journal on Selected Areas in Communications, Issue 36/11, 2018, Page(s) 2455-2463, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2872299

Soft-TTL: Time-Varying Fractional Caching

Author(s): Jasper Goseling, Osvaldo Simeone
Published in: IEEE Networking Letters, 2019, Page(s) 1-1, ISSN 2576-3156
Publisher: IEEE
DOI: 10.1109/LNET.2018.2883245

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

Author(s): Nicolas Skatchkovsky, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 23/9, 2019, Page(s) 1542-1546, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2922658

An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Author(s): Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning
Published in: IEEE Signal Processing Magazine, Issue 36/6, 2019, Page(s) 64-77, ISSN 1053-5888
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2019.2935234

Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Transactions on Information Theory, Issue 65/8, 2019, Page(s) 5197-5214, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2019.2907552

Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees

Author(s): Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Osvaldo Simeone, Elif Uysal
Published in: IEEE Journal on Selected Areas in Communications, Issue 37/4, 2019, Page(s) 721-734, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2019.2898760

5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View

Author(s): Petar Popovski, Kasper Floe Trillingsgaard, Osvaldo Simeone, Giuseppe Durisi
Published in: IEEE Access, Issue 6, 2018, Page(s) 55765-55779, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2872781

Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels

Author(s): Annan Dong, Osvaldo Simeone, Alexander M. Haimovich, Jason A. Dabin
Published in: IEEE Transactions on Vehicular Technology, Issue 68/10, 2019, Page(s) 9861-9871, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2019.2933996

A Very Brief Introduction to Machine Learning With Applications to Communication Systems

Author(s): Osvaldo Simeone
Published in: IEEE Transactions on Cognitive Communications and Networking, Issue 4/4, 2018, Page(s) 648-664, ISSN 2332-7731
Publisher: IEEE
DOI: 10.1109/TCCN.2018.2881442

Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski, Toufiqul Islam
Published in: IEEE Access, Issue 7, 2019, Page(s) 13035-13049, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2019.2893128

Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks

Author(s): Jihwan Moon, Osvaldo Simeone, Seok-Hwan Park, Inkyu Lee
Published in: IEEE Signal Processing Letters, Issue 26/10, 2019, Page(s) 1451-1455, ISSN 1070-9908
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2019.2932193

Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai (Shitz)
Published in: Entropy, Issue 21/4, 2019, Page(s) 433, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e21040433

On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 23/6, 2019, Page(s) 1065-1068, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2911496

A Brief Introduction to Machine Learning for Engineers

Author(s): Osvaldo Simeone
Published in: Foundations and Trends® in Signal Processing, Issue 12/3-4, 2018, Page(s) 200-431, ISSN 1932-8346
Publisher: Now Publishers Inc.
DOI: 10.1561/2000000102

Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks

Author(s): Nan Jiang, Yansha Deng, Osvaldo Simeone, Arumugam Nallanathan
Published in: IEEE Communications Letters, Issue 23/10, 2019, Page(s) 1778-1782, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2931693

LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: IEEE Transactions on Neural Networks and Learning Systems, 2020, Page(s) 1-13, ISSN 2162-237X
Publisher: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2020.2979762

Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison

Author(s): M. Di Renzo, K. Ntontin, J. Song, F. H. Danufane, X. Qian, F. Lazarakis, J. de Rosny, D.-T. Phan-Huy, O. Simeone, R. Zhang, M. Debbah, G. Lerosey, M. Fink, S. Tretyakov, S. Shamai
Published in: IEEE Open Journal of the Communications Society, 2020, Page(s) 1-1, ISSN 2644-125X
Publisher: IEEE
DOI: 10.1109/ojcoms.2020.3002955

Zero-Delay Source-Channel Coding with a Low-Resolution ADC Front End

Author(s): Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Published in: IEEE Transactions on Information Theory, 2017, Page(s) 1-1, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2719708

Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning

Author(s): Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Published in: IEEE Transactions on Vehicular Technology, 2017, Page(s) 1-1, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2017.2706308

Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

Author(s): Hong Xing, Osvaldo Simeone, Suzhi Bi
Published in: IEEE Journal on Selected Areas in Communications, Issue 39/12, 2021, Page(s) 3723-3741, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118400

Spiking Neural Networks—Part I: Detecting Spatial Patterns

Author(s): Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Published in: IEEE Communications Letters, Issue 25/6, 2021, Page(s) 1736-1740, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050207

Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes]

Author(s): Sharu Theresa Jose, Osvaldo Simeone
Published in: IEEE Signal Processing Magazine, Issue 38/2, 2021, Page(s) 120-125, ISSN 1053-5888
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2020.3041414

Joint Design of Radar Waveform and Detector via End-to-end Learning with Waveform Constraints

Author(s): Wei Jiang, Alexander M. Haimovich, Osvaldo Simeone
Published in: IEEE Transactions on Aerospace and Electronic Systems, 2021, Page(s) 1-1, ISSN 0018-9251
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taes.2021.3103560

An Information-Theoretic Analysis of the Cost of Decentralization for Learning and Inference under Privacy Constraints.

Author(s): Sharu Theresa Jose; Osvaldo Simeone
Published in: Entropy; Volume 24; Issue 4; Pages: 485, Issue 17, 2023, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.48550/arxiv.2110.05014

Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control

Author(s): Dongzhu Liu, Osvaldo Simeone
Published in: IEEE Journal on Selected Areas in Communications, Issue 39/1, 2021, Page(s) 170-185, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2020.3036948

Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy

Author(s): Dongzhu Liu; Osvaldo Simeone
Published in: Liu , D & Simeone , O 2022 , ' Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy ' , IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , pp. 1-1 . https://doi.org/10.1109/TWC.2022.3215663, Issue 3, 2023, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3215663

Conditional Mutual Information-Based Generalization Bound for Meta Learning

Author(s): Arezou Rezazadeh, Sharu Theresa Jose, Giuseppe Durisi, Osvaldo Simeone
Published in: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Page(s) 1176-1181, ISBN 978-1-5386-8209-8
Publisher: IEEE
DOI: 10.1109/isit45174.2021.9518020

End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence

Author(s): Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Published in: 2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020, Page(s) 166-173, ISBN 978-0-7381-3126-9
Publisher: IEEE
DOI: 10.1109/ieeeconf51394.2020.9443351

Space Diversity-Based Grant-Free Random Access for Critical and Non-Critical IoT Services

Author(s): Rahif Kassab, Osvaldo Simeone, Andrea Munari, Federico Clazzer
Published in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Page(s) 1-6, ISBN 978-1-7281-5089-5
Publisher: IEEE
DOI: 10.1109/icc40277.2020.9148807

Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels

Author(s): Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
Published in: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Publisher: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473693

Training Probabilistic Spiking Neural Networks with First- To-Spike Decoding

Author(s): Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 2986-2990, ISBN 978-1-5386-4658-8
Publisher: IEEE
DOI: 10.1109/ICASSP.2018.8462410

Information- Theoretic Analysis of D2D-Aided Pipelined Content Delivery in Fog-RAN

Author(s): Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Published in: 2018 15th International Symposium on Wireless Communication Systems (ISWCS), 2018, Page(s) 1-5, ISBN 978-1-5386-5005-9
Publisher: IEEE
DOI: 10.1109/ISWCS.2018.8491204

Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 1425-1429, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/ISIT.2018.8437538

Fundamental Latency Limits for D2D- Aided Content Delivery in Fog Wireless Networks

Author(s): Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2461-2465, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/ISIT.2018.8437449

Delay and Peak-Age Violation Probability in Short-Packet Transmissions

Author(s): Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Oswaldo Simeone, Elif Uysal-Biyikoglu
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 2471-2475, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/ISIT.2018.8437671

Adversarial Training for Probabilistic Spiking Neural Networks

Author(s): Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Publisher: IEEE
DOI: 10.1109/SPAWC.2018.8446003

Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs

Author(s): Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Publisher: IEEE
DOI: 10.1109/SPAWC.2018.8445960

Uplink sum-rate analysis of C-RAN with interconnected radio units

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Published in: 2017 IEEE Information Theory Workshop (ITW), 2017, Page(s) 171-175, ISBN 978-1-5090-3097-2
Publisher: IEEE
DOI: 10.1109/ITW.2017.8277954

Cache-aided content delivery in fog-RAN systems with topological information and no CSI

Author(s): Wei-Ting Chang, Ravi Tandon, Osvaldo Simeone
Published in: 2017 51st Asilomar Conference on Signals, Systems, and Computers, 2017, Page(s) 526-530, ISBN 978-1-5386-1823-3
Publisher: IEEE
DOI: 10.1109/ACSSC.2017.8335395

Delivery Latency Trade-Offs of Heterogeneous Contents in Fog Radio Access Networks

Author(s): Jasper Goseling, Osvaldo Simeone, Petar Popovski
Published in: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017, Page(s) 1-6, ISBN 978-1-5090-5019-2
Publisher: IEEE
DOI: 10.1109/GLOCOM.2017.8254167

On the interplay between edge caching and HARQ in Fog-RAN

Author(s): Igor Stanojev, Osvaldo Simeone
Published in: 2018 52nd Annual Conference on Information Sciences and Systems (CISS), 2018, Page(s) 1-6, ISBN 978-1-5386-0579-0
Publisher: IEEE
DOI: 10.1109/CISS.2018.8362191

Optimizing Spectrum Pooling for Multi-Tenant C-RAN Under Privacy Constraints

Author(s): Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai Shitz
Published in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Page(s) 1-5, ISBN 978-1-5386-3512-4
Publisher: IEEE
DOI: 10.1109/SPAWC.2018.8445885

Coded Computation Against Straggling Decoders for Network Function Virtualization

Author(s): Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Published in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Page(s) 711-715, ISBN 978-1-5386-4781-3
Publisher: IEEE
DOI: 10.1109/ISIT.2018.8437525

Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Author(s): Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 2649-2653, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849507

Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users

Author(s): Seyed Pooya Shariatpanahi, Jingjing Zhang, Osvaldo Simeone, Babak Hossein Khalaj, Mohammad-Ali Maddah-Ali
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 737-741, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849688

Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients

Author(s): Bleema Rosenfeld, Osvaldo Simeone, Bipin Rajendran
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Publisher: IEEE
DOI: 10.1109/spawc.2019.8815546

Learning How to Demodulate from Few Pilots via Meta-Learning

Author(s): Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Publisher: IEEE
DOI: 10.1109/spawc.2019.8815426

Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing

Author(s): Hyeryung Jang, Osvaldo Simeone
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 3382-3386, ISBN 978-1-4799-8131-1
Publisher: IEEE
DOI: 10.1109/icassp.2019.8682960

Improved Latency-communication Trade-off for Map-shuffle-reduce Systems with Stragglers

Author(s): Jingjing Zhang, Osvaldo Simeone
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 8172-8176, ISBN 978-1-4799-8131-1
Publisher: IEEE
DOI: 10.1109/icassp.2019.8682404

Confidential Communication in C-RAN Systems with Infrastructure Sharing

Author(s): Michael Zeyde, Osvaldo Sineone, Shlomo Shamai Shitz
Published in: 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE), 2018, Page(s) 1-5, ISBN 978-1-5386-6378-3
Publisher: IEEE
DOI: 10.1109/icsee.2018.8646217

Coexistence of URLLC and eMBB Services in the C-RAN Uplink: An Information-Theoretic Study

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski
Published in: 2018 IEEE Global Communications Conference (GLOBECOM), 2018, Page(s) 1-6, ISBN 978-1-5386-4727-1
Publisher: IEEE
DOI: 10.1109/glocom.2018.8647460

Distributed and Private Coded Matrix Computation with Flexible Communication Load

Author(s): Malihe Aliasgari, Osvaldo Simeone, Jorg Kliewer
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 1092-1096, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849606#

Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI

Author(s): Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Published in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Page(s) 1-5, ISBN 978-1-5386-6528-2
Publisher: IEEE
DOI: 10.1109/spawc.2019.8815393

Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud

Author(s): Jingiing Zhang, Osvaldo Simeone
Published in: 2018 IEEE Information Theory Workshop (ITW), 2018, Page(s) 1-5, ISBN 978-1-5386-3599-5
Publisher: IEEE
DOI: 10.1109/itw.2018.8613526

Learning-based Physical Layer Communications for Multiagent Collaboration

Author(s): Arsham Mostaani, Osvaldo Simeone, Symeon Chatzinotas, Bjorn Ottersten
Published in: 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019, Page(s) 1-6, ISBN 978-1-5386-8110-7
Publisher: IEEE
DOI: 10.1109/pimrc.2019.8904190

Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

Author(s): Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 8524-8528, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9053861

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning

Author(s): Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Published in: 2021 IEEE Data Science and Learning Workshop (DSLW), 2021, Page(s) 1-6, ISBN 978-1-6654-2825-5
Publisher: IEEE
DOI: 10.1109/dslw51110.2021.9523415

Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks

Author(s): Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone
Published in: ICC 2021 - IEEE International Conference on Communications, 2021, Page(s) 1-6, ISBN 978-1-7281-7122-7
Publisher: IEEE
DOI: 10.1109/icc42927.2021.9500760

An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning

Author(s): Sharu Theresa Jose, Osvaldo Simeone
Published in: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Page(s) 1534-1539, ISBN 978-1-5386-8209-8
Publisher: IEEE
DOI: 10.1109/isit45174.2021.9517767

Fog-Based Detection for Random-Access IoT Networks with Per-Measurement Preambles

Author(s): Rahif Kassab, Osvaldo Simeone, Petar Popovski
Published in: 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020, Page(s) 1-5, ISBN 978-1-7281-5478-7
Publisher: IEEE
DOI: 10.1109/spawc48557.2020.9154262

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