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Sustainable CellulAr networks harVEstiNG ambient Energy

Deliverables

WP8 Final report

This deliverable reports the communication and dissemination activities carried out during the duration of the project, their results and conclusions.

Energy model definition

This deliverable reports the activities of the characterization of the energy harvesting sources selected for 5G network elements and devices.

WP5 Intermediate report

This deliverable describes the state-of-the-art, and the optimization problem statement of the communication in presence of mobile terminals and IoT objects powered by energy harvesting sources.

Definition of communication and dissemination activities

This deliverable describe the strategy for the communication and dissemination activities to be carried out during the project

Sustainable End Device Communication

This deliverable reports the optimization framework used for a sustainable end device communication (including sensors and mobile terminals).

WP3 Intermediate report

This deliverable describes the activities on sustainable network architecture definition of the first half of the project

WP6 Intermediate report

This deliverable describes the state-of-the-art, the scenarios and architectures for the integration of the 5G sustainable network with the smart electrical grid.

WP7 Final report

This deliverable reports the training activities of the project, their results and conclusions.

Sustainable 5G Networking

This deliverable reports the final sustainable 5G network architecture, interfaces and building blocks.

Definition of training activities

This deliverable describes the training activities to be carried out in the framework of the project

Sustainable Network Optimization

This deliverable reports the sustainable 5G network resource optimization framework

WP2 Intermediate report

This deliverable describes the selection process of the energy harvesting sources suitable for 5G network elements and devices and defines the framework for modelling the selected sources.

WP4 Intermediate report

This deliverable defines the state-of-the-art, the mathematical approaches and models for the 5G sustainable network resource optimization.

Integration of energy harvesting 5G Network with the Smart Grid

This deliverable reports the final scenario, architecture and resource optimization framework that allows a seamless integration between the 5G sustainable network and the smart grid

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Publications

Wake-up Radio based 5G Mobile Access: Methods, Benefits and Challenges

Author(s): Soheil Rostami; Petteri Kela; Kari Leppanen; Mikko Valkama
Published in: IEEE Communications Magazine, 1, 2020, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.3889008

Detecting Mobile Traffic Anomalies Through Physical Control Channel Fingerprinting: A Deep Semi-Supervised Approach

Author(s): Hoang Duy Trinh, Engin Zeydan, Lorenza Giupponi, Paolo Dini
Published in: IEEE Access, 7, 2019, Page(s) 152187-152201, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2947742

Mobile Traffic Classification through Physical Control Channel Fingerprinting: a Deep Learning Approach

Author(s): Hoang Duy Trinh, Angel Fernandez Gambin, Lorenza Giupponi, Michele Rossi, Paolo Dini
Published in: IEEE Transactions on Network and Service Management, 2020, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2020.3028197

Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution

Author(s): Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Wireless Communications, 19/11, 2020, Page(s) 7484-7497, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3012016

Online Power Management Strategies for Energy Harvesting Mobile Networks

Author(s): Fernandez Gambin, Angel; Scalabrin, Maria; Rossi, Michele
Published in: IEEE Transactions on Green Communications and Networking, 2, 2019, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/tgcn.2019.2903330

Online Supervisory Control and Resource Management for Energy Harvesting BS Sites Empowered with Computation Capabilities

Author(s): Thembelihle Dlamini, Ángel Fernández Gambín, Daniele Munaretto, Michele Rossi
Published in: Wireless Communications and Mobile Computing, 2019, 2019, Page(s) 1-17, ISSN 1530-8669
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2019/8593808

Mobility and Blockage-Aware Communications in Millimeter-Wave Vehicular Networks

Author(s): Muddassar Hussain; Maria Scalabrin; Michele Rossi; Nicolò Michelusi
Published in: IEEE Transactions on Vehicular Technology, 2, 2020, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2020.3020898

Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands

Author(s): Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Communications, 67/10, 2019, Page(s) 7088-7102, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2929140

Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: a Machine Learning Approach

Author(s): Nicola Piovesan, David Lopez-Perez, Marco Miozzo, Paolo Dini
Published in: IEEE Transactions on Green Communications and Networking, 2020, Page(s) 1-1, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/tgcn.2020.3027063

A Sharing Framework for Energy and Computing Resources in Multi-Operator Mobile Networks

Author(s): Angel Fernandez Gambin; Michele Rossi
Published in: IEEE Transactions on Network and Service Management, 1, 2020, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2019.2962725

Multi-Task Learning at the Mobile Edge: An Effective Way to Combine Traffic Classification and Prediction

Author(s): Arcangela Rago, Giuseppe Piro, Gennaro Boggia, Paolo Dini
Published in: IEEE Transactions on Vehicular Technology, 69/9, 2020, Page(s) 10362-10374, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2020.3005724

Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells

Author(s): Dagnachew Azene Temesgene, Marco Miozzo, Deniz Gunduz, Paolo Dini
Published in: IEEE Transactions on Sustainable Computing, 2020, Page(s) 1-1, ISSN 2377-3782
Publisher: IEEE
DOI: 10.1109/tsusc.2020.3025139

Coordinated Load Control of Renewable Powered Small Base Stations Through Layered Learning

Author(s): Marco Miozzo, Nicola Piovesan, Paolo Dini
Published in: IEEE Transactions on Green Communications and Networking, 4/1, 2020, Page(s) 16-30, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/tgcn.2019.2938860

Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids

Author(s): Nicola Piovesan, Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
Published in: IEEE Access, 7, 2019, Page(s) 31140-31150, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2903499

Wake-Up Scheduling for Energy-Efficient Mobile Devices

Author(s): Hoang Duy Trinh; Paolo Dini; Soheil Rostami; Mikko Valkama; Mario Costa; Sandra Lagen
Published in: IEEE Transactions on Wireless Communications, 2, 2020, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.3889002

Softwarization and Optimization for Sustainable Future Mobile Networks: A Survey

Author(s): Dagnachew Azene Temesgene, Jose Nunez-Martinez, Paolo Dini
Published in: IEEE Access, 5, 2017, Page(s) 25421-25436, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2017.2771938

Optimal direct load control of renewable powered small cells: A shortest path approach

Author(s): Nicola Piovesan, Paolo Dini
Published in: Internet Technology Letters, 1/1, 2018, Page(s) e7, ISSN 2476-1508
Publisher: Wiley
DOI: 10.1002/itl2.7

Energy sustainable paradigms and methods for future mobile networks: A survey

Author(s): Nicola Piovesan, Angel Fernandez Gambin, Marco Miozzo, Michele Rossi, Paolo Dini
Published in: Computer Communications, 2018, ISSN 0140-3664
Publisher: Elsevier BV
DOI: 10.1016/j.comcom.2018.01.005

Mobility and Popularity-Aware Coded Small-Cell Caching

Author(s): Emre Ozfatura, Deniz Gunduz
Published in: IEEE Communications Letters, 2017, Page(s) 1-1, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2017.2774799

Softwarization of Mobile Network Functions towards Agile and Energy Efficient 5G Architectures: A Survey

Author(s): Dlamini Thembelihle, Michele Rossi, Daniele Munaretto
Published in: Wireless Communications and Mobile Computing, 2017, 2017, Page(s) 1-21, ISSN 1530-8669
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2017/8618364

Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach

Author(s): Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
Published in: Computer Communications, 148, 2019, Page(s) 48-61, ISSN 0140-3664
Publisher: Elsevier BV
DOI: 10.1016/j.comcom.2019.09.002

Dynamic Channel Calibration on a Crystal-Free Mote-on-a-Chip

Author(s): Ioana Suciu, Filip Maksimovic, Brad Wheeler, David C. Burnett, Osama Khan, Thomas Watteyne, Xavier Vilajosana, Kristofer S. J. Pister
Published in: IEEE Access, 7, 2019, Page(s) 120884-120900, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2937689

Pre-Grant Signaling for Energy-Efficient 5G and Beyond Mobile Devices: Method and Analysis

Author(s): Soheil Rostami; Kari Heiska; Oleksandr Puchko; Mikko Valkama; Kari Leppanen
Published in: IEEE Transactions on Green Communications and Networking, 2, 2019, ISSN 2473-2400
Publisher: IEEE
DOI: 10.5281/zenodo.3889024

Coded Caching in Multi-server System with Random Topology

Author(s): Mital,Nitish; Gunduz, Deniz; Ling, Cong
Published in: IEEE Transactions on Communications, 2, 2020, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2020.2991460

Energy modeling and adaptive sampling algorithms for energy‐harvesting powered nodes with sampling rate limitations

Author(s): Elvina Gindullina, Leonardo Badia, Xavier Vilajosana
Published in: Transactions on Emerging Telecommunications Technologies, 31/3, 2019, ISSN 2161-3915
Publisher: WILEY
DOI: 10.1002/ett.3754

Novel Wake-up Scheme for Energy-Efficient Low-Latency Mobile Devices in 5G Networks

Author(s): Oleksandr Puchko; Soheil Rostami; Kari Heiska; Kari Leppanen; Mikko Valkama
Published in: IEEE Transactions on Mobile Computing, 2, 2020, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2020.2964218

Wake-Up Radio Based Access in 5G Under Delay Constraints: Modeling and Optimization

Author(s): Paolo Dini; Mikko Valkama; Sandra Lagen; Mario Costa; Soheil Rostami
Published in: IEEE Transactions on Communications 68(2), 2, 2020, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2954389

Mobility-Aware Coded Storage and Delivery

Author(s): Emre Ozfatura, Deniz Gunduz
Published in: IEEE Transactions on Communications, 68/6, 2020, Page(s) 3275-3285, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2981454

Delay-Optimal Resource Scheduling of Energy Harvesting-Based Devices

Author(s): Ibrahim Fawaz; Philippe Ciblat; Mireille Sarkiss
Published in: IEEE Transactions on Green Communications and Networking, 2, 2019, ISSN 2473-2400
Publisher: IEEE
DOI: 10.5281/zenodo.3252832

Straggler-Aware Distributed Learning: Communication–Computation Latency Trade-Off

Author(s): Deniz Gunduz; Emre Ozfatura; Sennur Ulukus
Published in: Entropy, 3, 2020, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22050544

Average Age-of-Information with a Backup Information Source

Author(s): Elvina Gindullina, Leonardo Badia, Deniz Gunduz
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.2019.8904450

Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells

Author(s): Dagnachew Azene Temesgene; Paolo Dini; Marco Miozzo; Nicola Piovesan
Published in: VTC-Fall, 2, 2018
Publisher: IEEE
DOI: 10.5281/zenodo.2525721

Online Resource Management in Energy Harvesting BS Sites through Prediction and Soft-Scaling of Computing Resources

Author(s): Daniele Munaretto; Michele Rossi; Thembelihle Dlamini; Angel Fernandez Gambin
Published in: IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2, 2018
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8580912

Automatic Modulation Classification in the Presence of Interference

Author(s): Pavlos Triantaris, Evgeny Tsimbalo, Woon Hau Chin, Deniz Gunduz
Published in: 2019 European Conference on Networks and Communications (EuCNC), 2019, Page(s) 549-553, ISBN 978-1-7281-0546-8
Publisher: IEEE
DOI: 10.1109/eucnc.2019.8802004

Energy cooperation for sustainable IoT services within smart cities

Author(s): Michele Rossi; Angel Fernandez Gambin; Elvina Gindullina; Leonardo Badia
Published in: WCNC, 2, 2018
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377450

Optimal Resource Scheduling for Energy Harvesting Communications under Strict Delay Constraint

Author(s): Ibrahim Fawaz; Mireille Sarkiss; Philippe Ciblat
Published in: ICC, 2, 2018
Publisher: IEEE
DOI: 10.5281/zenodo.1251774

Multi-Radio Access Network Assignment Using Dynamic Programming

Author(s): Vianney Anis, Stephan Weiss
Published in: 2019 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2019, Page(s) 1-6, ISBN 978-953-290-088-0
Publisher: IEEE
DOI: 10.23919/softcom.2019.8903696

Unsupervised Learning of Representations from Solar Energy Data

Author(s): Nicola Piovesan, Paolo Dini
Published in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, Page(s) 1-6, ISBN 978-1-5386-6009-6
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8580891

Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations

Author(s): Nicola Piovesan, Marco Miozzo, Paolo Dini
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 8996-9000, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9054646

Optimal direct load control of renewable powered small cells: Performance evaluation and bounds

Author(s): Nicola Piovesan, Marco Miozzo, Paolo Dini
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-6, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377448

FPGA Implementation of a TVWS Up- and Downconverter Using Non-Power-of-Two FFT Modulated Filter Banks

Author(s): Vianney Anis, Jincheng Guo, Stephan Weiss, Louise H. Crockett
Published in: 2019 27th European Signal Processing Conference (EUSIPCO), 2019, Page(s) 1-5, ISBN 978-9-0827-9703-9
Publisher: IEEE
DOI: 10.23919/eusipco.2019.8902588

Novel Wake-Up Signaling for Enhanced Energy-Efficiency of 5G and beyond Mobile Devices

Author(s): Soheil Rostami, Kari Heiska, Oleksandr Puchko, Jukka Talvitie, Kari Leppanen, Mikko Valkama
Published in: 2018 IEEE Global Communications Conference (GLOBECOM), 2018, Page(s) 1-7, ISBN 978-1-5386-4727-1
Publisher: IEEE
DOI: 10.1109/glocom.2018.8648062

Delay-Aware Coded Caching for Mobile Users

Author(s): Emre Ozfatura, Thomas Rarris, Deniz Gunduz, Ozgur Ercetin
Published in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, Page(s) 1-5, ISBN 978-1-5386-6009-6
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8580764

Urban Anomaly Detection by processing Mobile Traffic Traces with LSTM Neural Networks

Author(s): Hoang Duy Trinh, Lorenza Giupponi, Paolo Dini
Published in: 2019 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2019, Page(s) 1-8, ISBN 978-1-7281-1207-7
Publisher: IEEE
DOI: 10.1109/sahcn.2019.8824981

Practical Functional Regenerating Codes for Broadcast Repair of Multiple Nodes

Author(s): Nitish Mital, Katina Kralevska, Cong Ling, Deniz Gunduz
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 221-225, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/ISIT.2019.8849496

Energy-efficient implementation of a wideband transceiver system with per-band equalisation and synchronisation

Author(s): Vianney Anis, Connor Delaosa, Louise H. Crockett, Stephan Weiss
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-6, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377441

Robust Pre-Grant Signaling for Energy-Efficient 5G and beyond Mobile Devices

Author(s): Soheil Rostami, Kari Heiska, Oleksandr Puchko, Kari Leppanen, Mikko Valkama
Published in: 2018 IEEE International Conference on Communications (ICC), 2018, Page(s) 1-6, ISBN 978-1-5386-3180-5
Publisher: IEEE
DOI: 10.1109/icc.2018.8422523

Uncoded Caching and Cross-Level Coded Delivery for Non-Uniform File Popularity

Author(s): Deniz Guenduez; Emre Ozfatura
Published in: ICC, 6, 2018
Publisher: IEEE
DOI: 10.1109/icc.2018.8422960

Hierarchical Federated Learning ACROSS Heterogeneous Cellular Networks

Author(s): M. S. H. Abad, E. Ozfatura, D. GUndUz, O. Ercetin
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 8866-8870, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9054634

Mobile Traffic Prediction from Raw Data Using LSTM Networks

Author(s): Lorenza Giupponi; Paolo Dini; Hoang Duy Trinh
Published in: PIMRC, 2, 2018
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8581000

An Energy Model for the IoT: Secure Networking Perspective

Author(s): Filipe Conceicao; Nouha Oualha; Djamal Zeghlache
Published in: PIMRC 2018: 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, 2, 2018
Publisher: IEEE
DOI: 10.5281/zenodo.1412377

Storage-Repair Bandwidth Trade-off for Wireless Caching with Partial Failure and Broadcast Repair

Author(s): Nitish Mital, Katina Kralevska, Cong Ling, Deniz Gunduz
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.2018.8613401

Adaptive Resource Management for a Virtualized Computing Platform within Edge Computing

Author(s): Thembelihle Dlamini; Angel Fernandez Gambin
Published in: SECON, 2, 2019
Publisher: IEEE
DOI: 10.5281/zenodo.3242718

An optimization framework for energy topologies in smart cities

Author(s): Elvina Gindullina, Leonardo Badia
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-6, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377383

Dynamic Content Updates in Heterogeneous Wireless Networks

Author(s): Mehdi Salehi Heydar Abad, Emre Ozfatura, Ozgur Ercetin, Deniz Gunduz
Published in: 2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS), 2019, Page(s) 107-110, ISBN 978-3-903176-13-3
Publisher: IEEE
DOI: 10.23919/wons.2019.8795490

Wireless powered wake-up receiver for ultra-low-power devices

Author(s): Soheil Rostami, Kari Heiska, Oleksandr Puchko, Kari Leppanen, Mikko Valkama
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-5, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377436

Optimized Wake-Up Scheme with Bounded Delay for Energy-Efficient MTC

Author(s): Sandra Lagen; Paolo Dini; Mikko Valkama; Soheil Rostami; Mario Costa
Published in: GLOBECOM, 2, 2019
Publisher: IEEE
DOI: 10.5281/zenodo.3889069

Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning

Author(s): Dagnachew A. Temesgene, Marco Miozzo, Paolo Dini
Published in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, Page(s) 1813-1819, ISBN 978-1-5386-6009-6
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8580970

Wireless Backhauling for Energy Harvesting Ultra-Dense Networks

Author(s): Soheil Rostami, Kari Heiska, Oleksandr Puchko, George P. Koudouridis, Kari Leppanen, Mikko Valkama
Published in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, Page(s) 1807-1812, ISBN 978-1-5386-6009-6
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8580733

Optimized Wake-Up Scheme with Bounded Delay for Energy-Efficient MTC

Author(s): Soheil Rostami, Sandra Lagen, Mario Costa, Paolo Dini, Mikko Valkama
Published in: 2019 IEEE Global Communications Conference (GLOBECOM), 2019, Page(s) 1-6, ISBN 978-1-7281-0962-6
Publisher: IEEE
DOI: 10.1109/globecom38437.2019.9013534

A Low-Complexity Cache-Aided Multi-Antenna Content Delivery Scheme

Author(s): Junlin Zhao; Deniz Gunduz; Mohammad Mohammadi Amiri
Published in: SPAWC, 6, 2019
Publisher: IEEE
DOI: 10.1109/spawc.2019.8815596

Energy minimization based Resource Scheduling for Strict Delay Constrained Wireless Communications

Author(s): Fawaz Ibrahim; Ciblat Philippe; Sarkiss Mireille
Published in: Proc. IEEE GlobalSIP 2017, 1, 2017
Publisher: IEEE
DOI: 10.5281/zenodo.1118706

Asymmetry in energy-harvesting wireless sensor network operation modeled via Bayesian games

Author(s): Elvina Gindullina, Leonardo Badia
Published in: 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2017, Page(s) 1-3, ISBN 978-1-5386-2723-5
Publisher: IEEE
DOI: 10.1109/WoWMoM.2017.7974348

Towards self-control of service rate for battery management in energy harvesting devices

Author(s): Elvina Gindullina, Leonardo Badia
Published in: 2017 IEEE International Conference on Communications Workshops (ICC Workshops), 2017, Page(s) 355-360, ISBN 978-1-5090-1525-2
Publisher: IEEE
DOI: 10.1109/ICCW.2017.7962683

Analysis and Modeling of Mobile Traffic Using Real Traces

Author(s): Trinh, Hoang Duy; Bui, Nicola; Widmer, Joerg; Giupponi, Lorenza; Dini, Paolo
Published in: Proc. IEEE PIMRC 2018, 1, 2017
Publisher: IEEE
DOI: 10.5281/zenodo.1033637

Security Establishment for IoT Environments in 5G: Direct MTC-UE Communications

Author(s): Conceição, Filipe; Oualha, Nouha; Zeghlache, Djamal
Published in: Proc. IEEE PIMRC 2018, 1, 2017
Publisher: IEEE
DOI: 10.5281/zenodo.1117881

A Markov Model Accounting for Charge Recovery in Energy Harvesting Devices

Author(s): Leonardo Badia, Elisa Feltre, Elvina Gindullina
Published in: 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2017, Page(s) 1-6, ISBN 978-1-5090-5908-9
Publisher: IEEE
DOI: 10.1109/WCNCW.2017.7919072

Wireless power transfer under the spotlight: Charging terminals amid dense cellular networks

Author(s): Leonardo Bonati, Angel Fernandez Gambin, Michele Rossi
Published in: 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2017, Page(s) 1-9, ISBN 978-1-5386-2723-5
Publisher: IEEE
DOI: 10.1109/WoWMoM.2017.7974284

Energy Cooperation for Sustainable Base Station Deployments: Principles and Algorithms

Author(s): Angel Fernandez Gambin, Michele Rossi
Published in: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017, Page(s) 1-7, ISBN 978-1-5090-5019-2
Publisher: IEEE
DOI: 10.1109/GLOCOM.2017.8254212

Reinforcement Learning for Delay-Constrained Energy-Aware Small Cells with Multi-Sleeping Control

Author(s): Ali El Amine, Paolo Dini, Loutfi Nuaymi
Published in: 2020 IEEE International Conference on Communications Workshops (ICC Workshops), 2020, Page(s) 1-6, ISBN 978-1-7281-7440-2
Publisher: IEEE
DOI: 10.1109/iccworkshops49005.2020.9145431

Towards an Optimal Management of the 5G Cloud-RAN through a Spatio-Temporal Prediction of Users’ Dynamics

Author(s): Gennaro Boggia; Giuseppe Piro; Pasquale Ventrella; Arcangela Rago; Paolo Dini
Published in: MEDCOMNET, 2, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3987218

An analysis of packet fragmentation impact in LPWAN

Author(s): Ioana Suciu, Xavier Vilajosana, Ferran Adelantado
Published in: 2018 IEEE Wireless Communications and Networking Conference (WCNC), 2018, Page(s) 1-6, ISBN 978-1-5386-1734-2
Publisher: IEEE
DOI: 10.1109/wcnc.2018.8377440

Unveiling Radio Resource Utilization Dynamics of Mobile Traffic through Unsupervised Learning

Author(s): Arcangela Rago; Giuseppe Piro; Gennaro Boggia; Paolo Dini; Hoang Duy Trinh
Published in: TMA, 2, 2019
Publisher: IEEE
DOI: 10.23919/tma.2019.8784692

Aggressive Fragmentation Strategy for Enhanced Network Performance in Dense LPWANs

Author(s): Ioana Suciu, Xavier Vilajosana, Ferran Adelantado
Published in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, Page(s) 1833-1838, ISBN 978-1-5386-6009-6
Publisher: IEEE
DOI: 10.1109/pimrc.2018.8581051

Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers

Author(s): Emre Ozfatura, Deniz Gunduz, Sennur Ulukus
Published in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Page(s) 2729-2733, ISBN 978-1-5386-9291-2
Publisher: IEEE
DOI: 10.1109/isit.2019.8849684

A Crystal-Free Single-Chip Micro Mote with Integrated 802.15.4 Compatible Transceiver, sub-mW BLE Compatible Beacon Transmitter, and Cortex M0

Author(s): Filip Maksimovic, Brad Wheeler, David C. Burnett, Osama Khan, Sahar Mesri, Ioana Suciu, Lydia Lee, Alex Moreno, Arvind Sundararajan, Bob Zhou, Rachel Zoll, Andrew Ng, Tengfei Chang, Xavier Villajosana, Thomas Watteyne, Ali Niknejad, Kristofer S. J. Pister
Published in: 2019 Symposium on VLSI Circuits, 2019, Page(s) C88-C89, ISBN 978-4-86348-720-8
Publisher: IEEE
DOI: 10.23919/vlsic.2019.8777971

Packet Scheduling and Computation Offloading for Energy Harvesting Devices without CSIT

Author(s): Ibrahim Fawaz, Mireille Sarkiss, Philippe Ciblat
Published in: 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020, Page(s) 1-5, ISBN 978-1-7281-5207-3
Publisher: IEEE
DOI: 10.1109/vtc2020-spring48590.2020.9128717

Smart Energy Policies for Sustainable Mobile Networks via Forecasting and Adaptive Control

Author(s): Angel Fernandez Gambin, Michele Rossi
Published in: 2018 IEEE Globecom Workshops (GC Wkshps), 2018, Page(s) 1-6, ISBN 978-1-5386-4920-6
Publisher: IEEE
DOI: 10.1109/glocomw.2018.8644112

Experimental Clock Calibration on a Crystal-Free Mote-on-a-Chip

Author(s): Kris Pister; Osama Khan; David C. Burnett; Brad Wheeler; Arvind Sundararajan; Thomas Watteyne; Filip Maksimovic; Ioana Suciu; Xavier Vilajosana
Published in: INFOCOM, 2, 2019
Publisher: IEEE
DOI: 10.1109/infcomw.2019.8845103

Distributed Gradient Descent with Coded Partial Gradient Computations

Author(s): E. Ozfatura, S. Ulukus, D. Gunduz
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 3492-3496, ISBN 978-1-4799-8131-1
Publisher: IEEE
DOI: 10.1109/icassp.2019.8683267

Gradient Coding with Clustering and Multi-Message Communication

Author(s): Emre Ozfatura; Deniz Gunduz; Sennur Ulukus
Published in: IEEE Data Science Workshop (DSW), 3, 2019
Publisher: IEEE
DOI: 10.1109/dsw.2019.8755563

Age-of-Information with Information Source Diversity in an Energy Harvesting System

Author(s): Gindullina, Elvina; Badia, Leonardo; Gündüz, Deniz
Published in: 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 6, 2019
Publisher: IEEE

Joint Resource Scheduling and Computation Offloading for Energy Harvesting Communications

Author(s): Philippe Ciblar; Ibrahim Fawaz; Mireille Sarkiss
Published in: ICT, 2, 2018
Publisher: IEEE
DOI: 10.1109/ict.2018.8464942

Authenticated Preambles for Denial of Service Mitigation in LPWANs

Author(s): Ioana Suciu, Jose Carlos Pacho, Andrea Bartoli, Xavier Vilajosana
Published in: Ad-hoc, Mobile, and Wireless Networks - 17th International Conference on Ad Hoc Networks and Wireless, ADHOC-NOW 2018, Saint-Malo, France, September 5-7, 2018. Proceedings, 11104, 2018, Page(s) 199-210, ISBN 978-3-030-00246-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-00247-3_19