Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions

Technology solutions must effectively balance economic growth, social equity, and environmental integrity to achieve a sustainable society. Notably, although the Internet of Things (IoT) paradigm constitutes a key sustainability enabler, critical issues such as the increasing maintenance operations, energy consumption, and manufacturing/disposal of IoT devices have long-term negative economic, societal, and environmental impacts and must be efficiently addressed. This calls for self-sustainable IoT ecosystems requiring minimal external resources and intervention, effectively utilizing renewable energy sources, and recycling materials whenever possible, thus encompassing energy sustainability. In this work, we focus on energy-sustainable IoT during the operation phase, although our discussions sometimes extend to other sustainability aspects and IoT lifecycle phases. Specifically, we provide a fresh look at energy-sustainable IoT and identify energy provision, transfer, and energy efficiency as the three main energy-related processes whose harmonious coexistence pushes toward realizing self-sustainable IoT systems. Their main related technologies, recent advances, challenges, and research directions are also discussed. Moreover, we overview relevant performance metrics to assess the energy-sustainability potential of a certain technique, technology, device, or network, together with target values for the next generation of wireless systems, and discuss protocol, integration, and implementation issues. Overall, this paper offers insights that are valuable for advancing sustainability goals for present and future generations.

[1]  T. Leppänen,et al.  Capacitated spatial clustering with multiple constraints and attributes , 2024, Engineering applications of artificial intelligence.

[2]  Małgorzata Jasiulewicz-Kaczmarek,et al.  Maintenance 4.0 technologies – new opportunities for sustainability driven maintenance , 2023, Management and Production Engineering Review.

[3]  M. Bennis,et al.  Performance Analysis of ML-Based MTC Traffic Pattern Predictors , 2023, IEEE Wireless Communications Letters.

[4]  Prasoon Raghuwanshi,et al.  TinyML: Tools, Applications, Challenges, and Future Research Directions , 2023, Multim. Tools Appl..

[5]  V. Shah-Mansouri,et al.  Resource Allocation in an Open RAN System Using Network Slicing , 2023, IEEE Transactions on Network and Service Management.

[6]  J. Famaey,et al.  Towards energy-aware tinyML on battery-less IoT devices , 2023, Internet Things.

[7]  Victoria Dala Pegorara Souto,et al.  Optimal Traffic Load Allocation for Aloha-Based IoT LEO Constellations , 2023, IEEE Sensors Journal.

[8]  Rui Zhang,et al.  Active-IRS-Aided Wireless Communication: Fundamentals, Designs and Open Issues , 2023, IEEE Wireless Communications.

[9]  F. Alimenti,et al.  Next-Generation IoT Devices: Sustainable Eco-Friendly Manufacturing, Energy Harvesting, and Wireless Connectivity , 2023, IEEE Journal of Microwaves.

[10]  W. Chai,et al.  A Misalignment Tolerance and Lightweight Wireless Charging System via Reconfigurable Capacitive Coupling for Unmanned Aerial Vehicle Applications , 2023, IEEE Transactions on Power Electronics.

[11]  K. Zia,et al.  Bio-Inspired Optimization in Fog and Edge Computing Environments , 2022 .

[12]  S. Bedair,et al.  Wireless Power Transmission Using Acoustic-to-Inductive Relayed Transfer , 2022, 2022 21st International Conference on Micro and Nanotechnology for Power Generation and Energy Conversion Applications (PowerMEMS).

[13]  B. Prajwal,et al.  PreMa: Predictive Maintenance of Solenoid Valve in Real-Time at Embedded Edge-Level , 2022, ArXiv.

[14]  O. A. López,et al.  A Comprehensive Survey on Spectrum Sharing Techniques for 5G/B5G Intelligent Wireless Networks: Opportunities, Challenges and Future Research Directions , 2022, Computer Networks.

[15]  H. Alves,et al.  Throughput optimization in backscatter-assisted wireless-powered underground sensor networks for smart agriculture , 2022, Internet Things.

[16]  Wei Gong,et al.  SubScatter: Sub-symbol WiFi Backscatter for High Throughput , 2022, 2022 IEEE 30th International Conference on Network Protocols (ICNP).

[17]  Max L. Wang,et al.  Adaptive Beamforming for Wireless Powering of a Network of Ultrasonic Implants , 2022, 2022 IEEE International Ultrasonics Symposium (IUS).

[18]  A. Fakhfakh,et al.  Design and Implementation of Low Noise Amplifier Operating at 868 MHz for Duty Cycled Wake-Up Receiver Front-End , 2022, Electronics.

[19]  A. Schmeink,et al.  Joint Analog Beamforming and Trajectory Planning for Energy-Efficient UAV-Enabled Nonlinear Wireless Power Transfer , 2022, IEEE Journal on Selected Areas in Communications.

[20]  T. Cui,et al.  An Angle-Insensitive 3-Bit Reconfigurable Intelligent Surface , 2022, IEEE Transactions on Antennas and Propagation.

[21]  Lei Zhang,et al.  Anomaly Detection Approach in Industrial Control Systems Based on Measurement Data , 2022, Inf..

[22]  E. Harjula,et al.  A dark and stormy night: Reallocation storms in edge computing , 2022, EURASIP Journal on Wireless Communications and Networking.

[23]  Qingwen Liu,et al.  NLOS Transmission Analysis for Mobile SLIPT Using Resonant Beam , 2022, IEEE Transactions on Wireless Communications.

[24]  Vincenzo Sciancalepore,et al.  Designing, building, and characterizing RF switch-based reconfigurable intelligent surfaces , 2022, MobiCom.

[25]  F. Gao,et al.  Computer Vision-Aided Reconfigurable Intelligent Surface-Based Beam Tracking: Prototyping and Experimental Results , 2022, IEEE Transactions on Wireless Communications.

[26]  J. Shuja,et al.  Computation Offloading in Mobile Cloud Computing and Mobile Edge Computing: Survey, Taxonomy, and Open Issues , 2022, Mobile Information Systems.

[27]  O. Solgaard,et al.  Immersion graded index optics: theory, design, and prototypes , 2022, Microsystems & nanoengineering.

[28]  Jia Zhao,et al.  Content-agnostic backscatter from thin air , 2022, MobiSys.

[29]  David E. Ruíz‐Guirola,et al.  Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long Short-Term Memory Prediction , 2022, IEEE Internet of Things Journal.

[30]  Antti Tölli,et al.  Polarization Diversity-Enabled LOS/NLOS Identification via Carrier Phase Measurements , 2022, IEEE Transactions on Communications.

[31]  S. Bedair,et al.  Self-Detachable Through-Metal Acoustic Wireless Power Transfer , 2022, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[32]  Sabrina M. Neuman,et al.  Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots , 2022, 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS).

[33]  Jie Gao,et al.  Review on Wearable Thermoelectric Generators: From Devices to Applications , 2022, Energies.

[34]  Naser Hossein Motlagh,et al.  Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration , 2022, ArXiv.

[35]  H. Alves,et al.  Statistical Analysis of Received Signal Strength in Industrial IoT Distributed Massive MIMO Systems , 2022, 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit).

[36]  C. Adams,et al.  Waste heat mapping: A UK study , 2022, Renewable and Sustainable Energy Reviews.

[37]  Maryam Zaffar,et al.  The development of sustainable IoT E-waste management guideline for households. , 2022, Chemosphere.

[38]  Ahmet M. Elbir,et al.  The Rise of Intelligent Reflecting Surfaces in Integrated Sensing and Communications Paradigms , 2022, IEEE Network.

[39]  Kaviyarasi Renu,et al.  Recent advances in green technology and Industrial Revolution 4.0 for a sustainable future , 2022, Environmental Science and Pollution Research.

[40]  Yejun Liu,et al.  Computation offloading in mobile edge computing networks: A survey , 2022, J. Netw. Comput. Appl..

[41]  Junlei Wang,et al.  Frequency Up-Conversion for Vibration Energy Harvesting: A Review , 2022, Symmetry.

[42]  Wei Gong,et al.  Universal Space-Time Stream Backscatter with Ambient WiFi , 2022, 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom).

[43]  B. Murmann,et al.  Improving the Energy Efficiency and Robustness of tinyML Computer Vision using Log-Gradient Input Images , 2022, ArXiv.

[44]  Y. Tuncel,et al.  tinyMAN: Lightweight Energy Manager using Reinforcement Learning for Energy Harvesting Wearable IoT Devices , 2022, ArXiv.

[45]  P. Juyal,et al.  THz Bistatic Backscatter Side-Channel Sensing at a Distance , 2022, IEEE Transactions on Antennas and Propagation.

[46]  Tongguang Wang,et al.  A review: Approaches for aerodynamic performance improvement of lift-type vertical axis wind turbine , 2022, Sustainable Energy Technologies and Assessments.

[47]  Sreyam Sinha,et al.  Design of High-Efficiency Matching Networks for Capacitive Wireless Power Transfer Systems , 2022, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[48]  H. Alves,et al.  Minimization of the Worst Case Average Energy Consumption in UAV-Assisted IoT Networks , 2022, IEEE Internet of Things Journal.

[49]  M. Kiani,et al.  Design and Optimization of Ultrasonic Links With Phased Arrays for Wireless Power Transmission to Biomedical Implants , 2022, IEEE Transactions on Biomedical Circuits and Systems.

[50]  Xingqin Lin,et al.  An Overview of 5G Advanced Evolution in 3GPP Release 18 , 2022, IEEE Communications Standards Magazine.

[51]  Jiafeng Zhou,et al.  Metamaterials and Metasurfaces for Wireless Power Transfer and Energy Harvesting , 2022, Proceedings of the IEEE.

[52]  Linling Zhong,et al.  Long-Range FM Backscatter Tag With Tunnel Diode , 2022, IEEE Microwave and Wireless Components Letters.

[53]  D. Bochtis,et al.  Smart Technologies for Sustainable Water Management: An Urban Analysis , 2021, Sustainability.

[54]  Minfan Fu,et al.  Interleaved Capacitive Coupler for Wireless Power Transfer , 2021, IEEE Transactions on Power Electronics.

[55]  M. Rakotondrabe,et al.  Design and Development of a Lead-Freepiezoelectric Energy Harvester for Wideband, Low Frequency, and Low Amplitude Vibrations , 2021, Micromachines.

[56]  Zhiguo Ding,et al.  Energy-Efficient Design for a NOMA Assisted STAR-RIS Network With Deep Reinforcement Learning , 2021, IEEE Transactions on Vehicular Technology.

[57]  Wireless RF Energy Transfer in the Massive IoT Era , 2021 .

[58]  Mohamed-Slim Alouini,et al.  Charging Techniques for UAV-Assisted Data Collection: Is Laser Power Beaming the Answer? , 2021, IEEE Communications Magazine.

[59]  Sasu Tarkoma,et al.  Edge Intelligence: Empowering Intelligence to the Edge of Network , 2021, Proceedings of the IEEE.

[60]  Liesbet Van der Perre,et al.  A Multi-band Solution for Interacting with Energy-Neutral Devices , 2021, 2021 55th Asilomar Conference on Signals, Systems, and Computers.

[61]  Xianghao Yu,et al.  Cell-Free Massive MIMO for 6G Wireless Communication Networks , 2021, J. Commun. Inf. Networks.

[62]  S. P.,et al.  A review on recent advancements in bioenergy production using microbial fuel cells. , 2021, Chemosphere.

[63]  Philippe Ratajczak,et al.  Ambient Backscatter Communications in Mobile Networks: Crowd-Detectable Zero-Energy-Devices , 2021, 2021 IEEE International Conference on RFID Technology and Applications (RFID-TA).

[64]  Frédéric Kratz,et al.  Sustainable manufacturing, maintenance policies, prognostics and health management: A literature review , 2021, Reliab. Eng. Syst. Saf..

[65]  Muhammad Abdullah Hanif,et al.  Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper , 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

[66]  Jeremy Kepner,et al.  AI Accelerator Survey and Trends , 2021, 2021 IEEE High Performance Extreme Computing Conference (HPEC).

[67]  Ahmed Alkhateeb,et al.  Design and Evaluation of Reconfigurable Intelligent Surfaces in Real-World Environment , 2021, IEEE Open Journal of the Communications Society.

[68]  Gordon S. Blair,et al.  The real climate and transformative impact of ICT: A critique of estimates, trends, and regulations , 2021, Patterns.

[69]  Ian F. Akyildiz,et al.  In-Body Bionanosensor Localization for Anomaly Detection via Inertial Positioning and THz Backscattering Communication , 2021, IEEE Transactions on NanoBioscience.

[70]  Emil Björnson,et al.  Distributed Computation of A Posteriori Bit Likelihood Ratios in Cell-Free Massive MIMO , 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

[71]  Yonina C. Eldar,et al.  Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and Challenges , 2021, IEEE Communications Magazine.

[72]  L. Singh,et al.  Plant microbial fuel cell: Opportunities, challenges, and prospects. , 2021, Bioresource technology.

[73]  Bhaskar B. Gardas,et al.  Applications of IoT for achieving sustainability in agricultural sector: A comprehensive review. , 2021, Journal of environmental management.

[74]  Wei Xu,et al.  Reconfigurable Intelligent Surface-Aided Indoor Communication With Neural Beam Alignment , 2021, 2021 IEEE/CIC International Conference on Communications in China (ICCC).

[75]  K. S. Kumar,et al.  Green IoT for Sustainable Growth and Energy Management in Smart Cities , 2021, Handbook of Green Engineering Technologies for Sustainable Smart Cities.

[76]  Matti Latva-aho,et al.  Dynamic RF Combining for Multi-Antenna Ambient Energy Harvesting , 2021, IEEE Wireless Communications Letters.

[77]  L. Benini,et al.  DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors , 2021, ACM Trans. Embed. Comput. Syst..

[78]  P. Belov,et al.  Up-And-Coming Physical Concepts of Wireless Power Transfer , 2021, 2107.14086.

[79]  R. Dogaru,et al.  LB-CNN: An Open Source Framework for Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy , 2021, ArXiv.

[80]  Suleyman Tosun,et al.  A survey on computation offloading and service placement in fog computing-based IoT , 2021, The Journal of Supercomputing.

[81]  Hirley Alves,et al.  Massive Wireless Energy Transfer with Multiple Power Beacons for very large Internet of Things , 2021, Open J. Internet Things.

[82]  P. Popovski,et al.  Massive MIMO with Radio Stripes for Indoor Wireless Energy Transfer , 2021, IEEE Transactions on Wireless Communications.

[83]  F. Dimroth,et al.  Multi-junction solar cells paving the way for super high-efficiency , 2021, Journal of Applied Physics.

[84]  Md Zakirul Alam Bhuiyan,et al.  Multiagent Deep Reinforcement Learning for Vehicular Computation Offloading in IoT , 2021, IEEE Internet of Things Journal.

[85]  Christian Wietfeld,et al.  Machine type communications: key drivers and enablers towards the 6G era , 2021, EURASIP Journal on Wireless Communications and Networking.

[86]  Erkki Harjula,et al.  Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload , 2021, 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit).

[87]  Kalle Ruttik,et al.  A Review on Printed Electronics: Fabrication Methods, Inks, Substrates, Applications and Environmental Impacts , 2021, Journal of Manufacturing and Materials Processing.

[88]  K. Afridi,et al.  Tunable Multistage Matching Network for Capacitive Wireless Power Transfer System , 2021, 2021 IEEE Wireless Power Transfer Conference (WPTC).

[89]  Aggelos Bletsas,et al.  Intelligently Wireless Batteryless RF-Powered Reconfigurable Surface , 2021, 2021 IEEE Global Communications Conference (GLOBECOM).

[90]  Davide Dardari,et al.  Beam Focusing for Near-Field Multi-User MIMO Communications , 2021, IEEE Transactions on Wireless Communications.

[91]  Philippe Ratajczak,et al.  A Prototype of Reconfigurable Intelligent Surface with Continuous Control of the Reflection Phase , 2021, IEEE Wireless Communications.

[92]  Wen Fang,et al.  Charging a Smartphone Over the Air: The Resonant Beam Charging Method , 2021, IEEE Internet of Things Journal.

[93]  Qiwei Wang,et al.  RapidRider: Efficient WiFi Backscatter with Uncontrolled Ambient Signals , 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications.

[94]  Darko Anicic,et al.  The synergy of complex event processing and tiny machine learning in industrial IoT , 2021, DEBS.

[95]  Dong Sam Ha,et al.  An Energy Efficient RF Backscatter Modulator for IoT Applications , 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS).

[96]  R. Ray,et al.  Current Progress and Future Prospects of Agriculture Technology: Gateway to Sustainable Agriculture , 2021, Sustainability.

[97]  Matti Latva-aho,et al.  CSI-Free Rotary Antenna Beamforming for Massive RF Wireless Energy Transfer , 2021, IEEE Internet of Things Journal.

[98]  A. Yaqoob,et al.  Modern trend of anodes in microbial fuel cells (MFCs): An overview , 2021 .

[99]  Manmohan Sharma,et al.  A Machine Learning Approach for offload Decision Making in Mobile Cloud Computing , 2021, 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS).

[100]  Mohamed-Slim Alouini,et al.  Power Hotspots in Space: Powering CubeSats via Inter-Satellite Optical Wireless Power Transfer , 2021, IEEE Internet of Things Magazine.

[101]  Adrian Alan Pol,et al.  hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices , 2021, ArXiv.

[102]  Erik G. Larsson,et al.  Active Reconfigurable Intelligent Surface-Aided Wireless Communications , 2021, IEEE Transactions on Wireless Communications.

[103]  Marco Moretti,et al.  A Promising Technology for 6G Wireless Networks: Intelligent Reflecting Surface , 2021, Journal of Communications and Information Networks.

[104]  Emil Björnson,et al.  RIS-Aided Wireless Communications: Prototyping, Adaptive Beamforming, and Indoor/Outdoor Field Trials , 2021, IEEE Transactions on Communications.

[105]  M. Fathollahi,et al.  Maximizing the performance of single and multijunction MA and lead-free perovskite solar cell , 2021 .

[106]  N. Carvalho,et al.  Millimeter-Wave BiCMOS Backscatter Modulator for 5 G-IoT Applications , 2021, IEEE Microwave and Wireless Components Letters.

[107]  Merouane Debbah,et al.  A Survey on 5G Radio Access Network Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning , 2021, IEEE Communications Surveys & Tutorials.

[108]  Awishkar Ghimire,et al.  A Review of AI for Urban Planning: Towards Building Sustainable Smart Cities , 2021, 2021 6th International Conference on Inventive Computation Technologies (ICICT).

[109]  G. Heath,et al.  Do We Need a New Sustainability Assessment Method for the Circular Economy? A Critical Literature Review , 2021, Frontiers in Sustainability.

[110]  Bin Han,et al.  The Road Towards 6G: A Comprehensive Survey , 2021, IEEE Open Journal of the Communications Society.

[111]  Emil Björnson,et al.  MMSE-Optimal Sequential Processing for Cell-Free Massive MIMO With Radio Stripes , 2020, IEEE Transactions on Communications.

[112]  Zhenghong Lu,et al.  Review and perspective of materials for flexible solar cells , 2020 .

[113]  Hirley Alves,et al.  On the Optimal Deployment of Power Beacons for Massive Wireless Energy Transfer , 2020, IEEE Internet of Things Journal.

[114]  M. Ahmadi,et al.  Green Computing: Sustainable Design and Technologies , 2020, 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA).

[115]  Joshua R. Smith,et al.  Advances and Open Problems in Backscatter Networking , 2020, GetMobile Mob. Comput. Commun..

[116]  Unnikrishnan Kunnath Ganesan,et al.  RadioWeaves for Extreme Spatial Multiplexing in Indoor Environments , 2020, 2020 54th Asilomar Conference on Signals, Systems, and Computers.

[117]  Patrick P. Mercier,et al.  A Low-Power Backscatter Modulation System Communicating Across Tens of Meters With Standards-Compliant Wi-Fi Transceivers , 2020, IEEE Journal of Solid-State Circuits.

[118]  Christof Paar,et al.  Intelligent Reflecting Surface-Assisted Wireless Key Generation for Low-Entropy Environments , 2020, 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[119]  Mohammad Javad Shafiee,et al.  AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers , 2020, ArXiv.

[120]  Matti Latva-aho,et al.  Ultra-Low Latency, Low Energy, and Massiveness in the 6G Era via Efficient CSIT-Limited Scheme , 2020, IEEE Communications Magazine.

[121]  A. Yaqoob,et al.  Development and modification of materials to build cost-effective anodes for microbial fuel cells (MFCs): An overview , 2020 .

[122]  G. Ferrari,et al.  IoT-Enabled Smart Sustainable Cities: Challenges and Approaches , 2020, Smart Cities.

[123]  Mikko Valkama,et al.  Wake-Up Scheduling for Energy-Efficient Mobile Devices , 2020, IEEE Transactions on Wireless Communications.

[124]  Dinh Hoa Nguyen,et al.  Electric Vehicle – Wireless Charging-Discharging Lane Decentralized Peer-to-Peer Energy Trading , 2020, IEEE Access.

[125]  Lamia Chaari,et al.  A survey of 5G network systems: challenges and machine learning approaches , 2020, International Journal of Machine Learning and Cybernetics.

[126]  Antonio F. Skarmeta,et al.  TinyML-Enabled Frugal Smart Objects: Challenges and Opportunities , 2020, IEEE Circuits and Systems Magazine.

[127]  Guihai Chen,et al.  Area Charging for Wireless Rechargeable Sensors , 2020, 2020 29th International Conference on Computer Communications and Networks (ICCCN).

[128]  Song Han,et al.  MCUNet: Tiny Deep Learning on IoT Devices , 2020, NeurIPS.

[129]  Luigi Patrono,et al.  Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future , 2020, Journal of Cleaner Production.

[130]  Xinbing Wang,et al.  DigiScatter: efficiently prototyping large-scale OFDMA backscatter networks , 2020, MobiSys.

[131]  Joshua R. Smith,et al.  Relacks , 2020, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

[132]  Wasswa Shafik,et al.  Network Resource Management Drives Machine Learning: A Survey and Future Research Direction , 2020 .

[133]  Dusit Niyato,et al.  Federated learning for 6G communications: Challenges, methods, and future directions , 2020, China Communications.

[134]  M. R. K. Aziz,et al.  6G White Paper on Localization and Sensing , 2020, ArXiv.

[135]  Seungil Yoon,et al.  Intelligent O-RAN for Beyond 5G and 6G Wireless Networks , 2020, 2022 IEEE Globecom Workshops (GC Wkshps).

[136]  Konstantin Mikhaylov,et al.  Wake-up radio enabled BLE wearables: empirical and analytical evaluation of energy efficiency , 2020, 2020 14th International Symposium on Medical Information Communication Technology (ISMICT).

[137]  Marko Jurmu,et al.  6G White Paper on Edge Intelligence , 2020, ArXiv.

[138]  Harri Oinas-Kukkonen,et al.  White Paper on 6G Drivers and the UN SDGs , 2020, ArXiv.

[139]  Konstantin Mikhaylov,et al.  White Paper on Critical and Massive Machine Type Communication Towards 6G , 2020, ArXiv.

[140]  T. Cui,et al.  Frequency-Domain and Spatial-Domain Reconfigurable Metasurface. , 2020, ACS applied materials & interfaces.

[141]  Mohamed-Slim Alouini,et al.  Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How it Works, State of Research, and Road Ahead , 2020, ArXiv.

[142]  Tie Jun Cui,et al.  Polarization‐Controlled Dual‐Programmable Metasurfaces , 2020, Advanced science.

[143]  S. Levine,et al.  Learning Agile Robotic Locomotion Skills by Imitating Animals , 2020, Robotics: Science and Systems.

[144]  Valentin Rakovic,et al.  From Cloud RAN to Open RAN , 2020, Wireless Personal Communications.

[145]  Guidelines for Limiting Exposure to Electromagnetic Fields (100 kHz to 300 GHz). , 2020, Health physics.

[146]  Hirley Alves,et al.  Enabling URLLC for Low-Cost IoT Devices via Diversity Combining Schemes , 2020, 2020 IEEE International Conference on Communications Workshops (ICC Workshops).

[147]  M. Renzo,et al.  Reconfigurable Intelligent Surface-Based Wireless Communications: Antenna Design, Prototyping, and Experimental Results , 2020, IEEE Access.

[148]  Tri Nguyen,et al.  Privacy-Aware Blockchain Innovation for 6G: Challenges and Opportunities , 2020, 2020 2nd 6G Wireless Summit (6G SUMMIT).

[149]  Hirley Alves,et al.  Six Key Features of Machine Type Communication in 6G , 2020, 2020 2nd 6G Wireless Summit (6G SUMMIT).

[150]  Geoff V. Merrett,et al.  Internet of MIMO Things: UAV-Assisted Wireless-Powered Networks for Future Smart Cities , 2020, IEEE Internet of Things Magazine.

[151]  Victor Farm-Guoo Tseng,et al.  Ultrasonic Lamb Waves for Wireless Power Transfer , 2020, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[152]  Behnam Zakeri,et al.  Internet of Things (IoT) and the Energy Sector , 2020, Energies.

[153]  Mehmet C. Öztürk,et al.  Review of wearable thermoelectric energy harvesting: From body temperature to electronic systems , 2020 .

[154]  Vincent Wai Sum Wong,et al.  Direct Energy Trading of Microgrids in Distribution Energy Market , 2020, IEEE Transactions on Power Systems.

[155]  Yinshui Xia,et al.  A Piezo-Electromagnetic Coupling Multi-Directional Vibration Energy Harvester Based on Frequency Up-Conversion Technique , 2020, Micromachines.

[156]  Ekram Hossain,et al.  Modeling and Analysis of Energy Harvesting and Smart Grid-Powered Wireless Communication Networks: A Contemporary Survey , 2019, IEEE Transactions on Green Communications and Networking.

[157]  A. Erturk,et al.  Aspect Ratio-Dependent Dynamics of Piezoelectric Transducers in Wireless Acoustic Power Transfer , 2019, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[158]  Matti Latva-aho,et al.  Massive Wireless Energy Transfer: Enabling Sustainable IoT Toward 6G Era , 2019, IEEE Internet of Things Journal.

[159]  Richard Nock,et al.  Advances and Open Problems in Federated Learning , 2019, Found. Trends Mach. Learn..

[160]  Ernst Worrell,et al.  Towards sustainable development through the circular economy—A review and critical assessment on current circularity metrics , 2019 .

[161]  G. C. Alexandropoulos,et al.  Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends , 2019, IEEE Wireless Communications.

[162]  P. Dale,et al.  Thin-film micro-concentrator solar cells , 2019, Journal of Physics: Energy.

[163]  Dong In Kim,et al.  A Novel Coding Metasurface for Wireless Power Transfer Applications , 2019 .

[164]  L. Benini,et al.  FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things , 2019, IEEE Internet of Things Journal.

[165]  Thiemo Voigt,et al.  TunnelScatter: Low Power Communication for Sensor Tags using Tunnel Diodes , 2019, MobiCom.

[166]  Peter Sergeant,et al.  Hybrid Photovoltaic-Thermoelectric Generator Powered Synchronous Reluctance Motor for Pumping Applications , 2019, IEEE Access.

[167]  Thomas Wolf,et al.  DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter , 2019, ArXiv.

[168]  Ming-Wei Chang,et al.  Well-Read Students Learn Better: On the Importance of Pre-training Compact Models , 2019 .

[169]  Wansu Lim,et al.  Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions , 2019, IEEE Access.

[170]  Liang Xiao,et al.  Reinforcement Learning-Based Microgrid Energy Trading With a Reduced Power Plant Schedule , 2019, IEEE Internet of Things Journal.

[171]  Hui Wang,et al.  Striking a Balance Between System Throughput and Energy Efficiency for UAV-IoT Systems , 2019, IEEE Internet of Things Journal.

[172]  Albert Y. Zomaya,et al.  Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence , 2019, IEEE Internet of Things Journal.

[173]  Dipti Gupta,et al.  Fully printed organic solar cells – a review of techniques, challenges and their solutions , 2019, Opto-Electronics Review.

[174]  Yuma Koizumi,et al.  ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection , 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[175]  Heung Soo Kim,et al.  A Review of Human-Powered Energy Harvesting for Smart Electronics: Recent Progress and Challenges , 2019, International Journal of Precision Engineering and Manufacturing-Green Technology.

[176]  S. H. Alsamhi,et al.  Greening internet of things for greener and smarter cities: a survey and future prospects , 2019, Telecommunication Systems.

[177]  J. Riekki,et al.  Edge computing server placement with capacitated location allocation , 2019, J. Parallel Distributed Comput..

[178]  Giacomo Indiveri,et al.  Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network , 2019, IEEE Transactions on Biomedical Circuits and Systems.

[179]  Rezvan Alamian,et al.  Numerical Investigation of the Savonius Vertical Axis Wind Turbine and Evaluation of the Effect of the Overlap Parameter in Both Horizontal and Vertical Directions on Its Performance , 2019, Symmetry.

[180]  Mahaveer D. Kurkuri,et al.  A comprehensive review on microbial fuel cell technologies: Processes, utilization, and advanced developments in electrodes and membranes , 2019, Journal of Cleaner Production.

[181]  Abbas Behjat,et al.  Progress and challenges in perovskite photovoltaics from single- to multi-junction cells , 2019, Materials Today Energy.

[182]  Quoc V. Le,et al.  Searching for MobileNetV3 , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[183]  Matti Latva-aho,et al.  Joint Power Control and Rate Allocation Enabling Ultra-Reliability and Energy Efficiency in SIMO Wireless Networks , 2019, IEEE Transactions on Communications.

[184]  Rui Zhang,et al.  Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network , 2019, IEEE Communications Magazine.

[185]  Ove Edfors,et al.  Interference-Free OFDM Embedding of Wake-Up Signals for Low-Power Wake-Up Receivers , 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

[186]  Massimiliano Pierobon,et al.  Moving Forward With Molecular Communication: From Theory to Human Health Applications , 2019, Proc. IEEE.

[187]  Ting Liu,et al.  RF-Mehndi: A Fingertip Profiled RF Identifier , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[188]  Zwi Altman,et al.  Traffic-aware Advanced Sleep Modes management in 5G networks , 2019, 2019 IEEE Wireless Communications and Networking Conference (WCNC).

[189]  Ali Emadi,et al.  Review and Trends of Thermoelectric Generator Heat Recovery in Automotive Applications , 2019, IEEE Transactions on Vehicular Technology.

[190]  Ralf R. Müller,et al.  Intelligent Surface-Aided Transmitter Architectures for Millimeter-Wave Ultra Massive MIMO Systems , 2019, IEEE Open Journal of the Communications Society.

[191]  Anders Frøytlog,et al.  Ultra-Low Power Wake-up Radio for 5G IoT , 2019, IEEE Communications Magazine.

[192]  Mérouane Debbah,et al.  Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both? , 2019, IEEE Transactions on Communications.

[193]  Muhammad Abdullah Hanif,et al.  ROMANet: Fine-Grained Reuse-Driven Off-Chip Memory Access Management and Data Organization for Deep Neural Network Accelerators , 2019, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[194]  Qi Luo,et al.  Multibeam Dual-Circularly Polarized Reflectarray for Connected and Autonomous Vehicles , 2019, IEEE Transactions on Vehicular Technology.

[195]  Na Deng,et al.  The Energy and Rate Meta Distributions in Wirelessly Powered D2D Networks , 2019, IEEE Journal on Selected Areas in Communications.

[196]  Tengyu Ma,et al.  Fixup Initialization: Residual Learning Without Normalization , 2019, ICLR.

[197]  Matthew S. Reynolds,et al.  ZeroScatter: Zero-Added-Component Backscatter Communication Using Existing Digital I/O Pins , 2019, 2019 IEEE Topical Conference on Wireless Sensors and Sensor Networks (WiSNet).

[198]  Chenhui Shao,et al.  Enhancing Sustainability and Energy Efficiency in Smart Factories: A Review , 2018, Sustainability.

[199]  Mehdi Bennis,et al.  Wireless Network Intelligence at the Edge , 2018, Proceedings of the IEEE.

[200]  Jianqi Zhang,et al.  Large‐Area Organic Solar Cells: Material Requirements, Modular Designs, and Printing Methods , 2018, Advanced materials.

[201]  Xiao Zeng,et al.  NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision , 2018, MobiCom.

[202]  Soumyajit Mandal,et al.  Acoustic Wireless Power and Data Telemetry for Structural Health Monitoring , 2018, 2018 IEEE SENSORS.

[203]  Manos M. Tentzeris,et al.  A uW Backscatter-Morse-Leaf Sensor for Low-Power Agricultural Wireless Sensor Networks , 2018, IEEE Sensors Journal.

[204]  Jun Wu,et al.  TDMA in Adaptive Resonant Beam Charging for IoT Devices , 2018, IEEE Internet of Things Journal.

[205]  Lei Yang,et al.  Practical Backscatter Communication Systems for Battery-Free Internet of Things: A Tutorial and Survey of Recent Research , 2018, IEEE Signal Processing Magazine.

[206]  Xiaojiang Chen,et al.  PLoRa: a passive long-range data network from ambient LoRa transmissions , 2018, SIGCOMM.

[207]  Anastasius Gavras,et al.  Satellite communications integration with terrestrial networks , 2018, China Communications.

[208]  Zhetao Li,et al.  Consortium Blockchain for Secure Energy Trading in Industrial Internet of Things , 2018, IEEE Transactions on Industrial Informatics.

[209]  Ke Jin,et al.  Wireless Laser Power Transmission: A Review of Recent Progress , 2018, IEEE Transactions on Power Electronics.

[210]  Hua Lin,et al.  Wireless Energy Transmission Channel Modeling in Resonant Beam Charging for IoT Devices , 2018, IEEE Internet of Things Journal.

[211]  Victor Farm-Guoo Tseng,et al.  Acoustic Power Transfer and Communication With a Wireless Sensor Embedded Within Metal , 2018, IEEE Sensors Journal.

[212]  M. Mura,et al.  The Evolution of Sustainability Measurement Research , 2018, International Journal of Management Reviews.

[213]  Schahram Dustdar,et al.  A New Era for Web AR with Mobile Edge Computing , 2018, IEEE Internet Computing.

[214]  Petar M. Djuric,et al.  BARNET: Towards Activity Recognition Using Passive Backscattering Tag-to-Tag Network , 2018, MobiSys.

[215]  Jiangchuan Liu,et al.  Spatial Stream Backscatter Using Commodity WiFi , 2018, MobiSys.

[216]  Linbo Zhang,et al.  Design of Phase Gradient Coding Metasurfaces for Broadband Wave Modulating , 2018, Scientific Reports.

[217]  J. Jornet,et al.  Enabling Indoor Mobile Millimeter-wave Networks Based on Smart Reflect-arrays , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[218]  Emil Björnson,et al.  Ubiquitous cell-free Massive MIMO communications , 2018, EURASIP Journal on Wireless Communications and Networking.

[219]  Kalle Ruttik,et al.  Quantum Backscatter Communication: A New Paradigm , 2018, 2018 15th International Symposium on Wireless Communication Systems (ISWCS).

[220]  Muhammad Shafique,et al.  An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era , 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[221]  Jiajun Li,et al.  SmartShuttle: Optimizing off-chip memory accesses for deep learning accelerators , 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[222]  Raghavendra B. Deshmukh,et al.  Wideband auto-tunable vibration energy harvester using change in centre of gravity , 2018 .

[223]  Bo Yi,et al.  A comprehensive survey of Network Function Virtualization , 2018, Comput. Networks.

[224]  Hamed Haddadi,et al.  Deep Learning in Mobile and Wireless Networking: A Survey , 2018, IEEE Communications Surveys & Tutorials.

[225]  Mark Sandler,et al.  MobileNetV2: Inverted Residuals and Linear Bottlenecks , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[226]  Georges Kaddoum,et al.  Green cell-less design for RF-wireless power transfer networks , 2018, 2018 IEEE Wireless Communications and Networking Conference (WCNC).

[227]  Bo Chen,et al.  Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[228]  Minoo Naebe,et al.  Towards a Green and Self-Powered Internet of Things Using Piezoelectric Energy Harvesting , 2017, IEEE Access.

[229]  Jaehyun Park,et al.  Near-optimal energy allocation for self-powered wearable systems , 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

[230]  Xiangang Luo,et al.  Reconfigurable Metasurface for Multifunctional Control of Electromagnetic Waves , 2017 .

[231]  Tao Zhang,et al.  A Survey of Model Compression and Acceleration for Deep Neural Networks , 2017, ArXiv.

[232]  Maneesha Vinodini Ramesh,et al.  An Internet of Things (IoT) based sustainable water management , 2017, 2017 IEEE Global Humanitarian Technology Conference (GHTC).

[233]  Albert Y. Zomaya,et al.  Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers , 2017, IEEE Transactions on Cloud Computing.

[234]  Ji-Woong Choi,et al.  Review of Near-Field Wireless Power and Communication for Biomedical Applications , 2017, IEEE Access.

[235]  Long Li,et al.  Design of 1-Bit Digital Reconfigurable Reflective Metasurface for Beam-Scanning , 2017 .

[236]  G. O'toole,et al.  Environmental Economics and Sustainable Development , 2017 .

[237]  Xin Wang,et al.  Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications , 2017, IEEE Wireless Communications.

[238]  Amin Arbabian,et al.  Wireless Power Transfer to Millimeter-Sized Nodes Using Airborne Ultrasound , 2017, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[239]  Saurabh Goyal,et al.  Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things , 2017, ICML.

[240]  Félix J. García Clemente,et al.  On the performance of a deep learning-based anomaly detection system for 5G networks , 2017, 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

[241]  Rajeev Piyare,et al.  Ultra Low Power Wake-Up Radios: A Hardware and Networking Survey , 2017, IEEE Communications Surveys & Tutorials.

[242]  Davide Dardari,et al.  A Millimeter-Wave Indoor Backscattering Channel Model for Environment Mapping , 2017, IEEE Transactions on Antennas and Propagation.

[243]  Ying-Khai Teh,et al.  Analysis and Design of a Thermoelectric Energy Harvesting System With Reconfigurable Array of Thermoelectric Generators for IoT Applications , 2017, IEEE Transactions on Circuits and Systems I: Regular Papers.

[244]  Lukasz Kaiser,et al.  Attention is All you Need , 2017, NIPS.

[245]  Mikko Valkama,et al.  Viability Bounds of M2M Communication Using Energy-Harvesting and Passive Wake-Up Radio , 2017, IEEE Access.

[246]  Victor Farm-Guoo Tseng,et al.  Acoustic wireless power transfer with receiver array for enhanced performance , 2017, 2017 IEEE Wireless Power Transfer Conference (WPTC).

[247]  Dominik Amschl,et al.  mm-Wave RFID for IoT applications , 2017, 2017 Integrated Nonlinear Microwave and Millimetre-wave Circuits Workshop (INMMiC).

[248]  Bo Chen,et al.  MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications , 2017, ArXiv.

[249]  Kaibin Huang,et al.  Exploiting Non-Causal CPU-State Information for Energy-Efficient Mobile Cooperative Computing , 2017, IEEE Transactions on Wireless Communications.

[250]  Ramya Venkatesan,et al.  A sustainable agricultural system using IoT , 2017, 2017 International Conference on Communication and Signal Processing (ICCSP).

[251]  Hugh Griffiths,et al.  An Introduction to Passive Radar , 2017 .

[252]  Joshua R. Smith,et al.  FM Backscatter: Enabling Connected Cities and Smart Fabrics , 2017, NSDI.

[253]  K. B. Letaief,et al.  A Survey on Mobile Edge Computing: The Communication Perspective , 2017, IEEE Communications Surveys & Tutorials.

[254]  Lajos Hanzo,et al.  Charging Unplugged: Will Distributed Laser Charging for Mobile Wireless Power Transfer Work? , 2016, IEEE Vehicular Technology Magazine.

[255]  Thiemo Voigt,et al.  LoRea: A Backscatter Architecture that Achieves a Long Communication Range , 2016, SenSys.

[256]  Min Sheng,et al.  Mobile-Edge Computing: Partial Computation Offloading Using Dynamic Voltage Scaling , 2016, IEEE Transactions on Communications.

[257]  Konstantin Mikhaylov,et al.  On the human body communications: wake-up receiver design and channel characterization , 2016, EURASIP Journal on Wireless Communications and Networking.

[258]  Rui Zhang,et al.  Node Placement and Distributed Magnetic Beamforming Optimization for Wireless Power Transfer , 2016, IEEE Transactions on Signal and Information Processing over Networks.

[259]  Walid Saad,et al.  Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture? , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[260]  Miao Hu,et al.  ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars , 2016, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA).

[261]  Nirwan Ansari,et al.  Green Cloudlet Network: A Distributed Green Mobile Cloud Network , 2016, IEEE Network.

[262]  Rakesh Kumar Jha,et al.  Power Optimization in 5G Networks: A Step Towards GrEEn Communication , 2016, IEEE Access.

[263]  Matthew S. Reynolds,et al.  Wireless Power Transfer in the Radiative Near Field , 2016, IEEE Antennas and Wireless Propagation Letters.

[264]  Ganguk Hwang,et al.  Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach , 2016, IEEE Transactions on Industrial Electronics.

[265]  Tolga Soyata,et al.  RF Energy Harvesting for Embedded Systems: A Survey of Tradeoffs and Methodology , 2016, IEEE Circuits and Systems Magazine.

[266]  Xiaobiao Shan,et al.  A Novel Tunable Multi-Frequency Hybrid Vibration Energy Harvester Using Piezoelectric and Electromagnetic Conversion Mechanisms , 2016 .

[267]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[268]  Mehmet Demirci,et al.  A Survey of Machine Learning Applications for Energy-Efficient Resource Management in Cloud Computing Environments , 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

[269]  Vijay K. Bhargava,et al.  Energy Efficiency in Massive MIMO-Based 5G Networks: Opportunities and Challenges , 2015, IEEE Wireless Communications.

[270]  David Silver,et al.  Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.

[271]  Mohsen Guizani,et al.  Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications , 2015, IEEE Communications Surveys & Tutorials.

[272]  Song Han,et al.  Learning both Weights and Connections for Efficient Neural Network , 2015, NIPS.

[273]  Rui Zhang,et al.  Multiuser Wireless Power Transfer via Magnetic Resonant Coupling: Performance Analysis, Charging Control, and Power Region Characterization , 2015, IEEE Transactions on Signal and Information Processing over Networks.

[274]  Yixin Chen,et al.  Compressing Neural Networks with the Hashing Trick , 2015, ICML.

[275]  Konstantin Mikhaylov,et al.  WBAN Energy Efficiency and Dependability Improvement Utilizing Wake-Up Receiver , 2015, IEICE Trans. Commun..

[276]  Ronn Andriessen,et al.  High efficiency, fully inkjet printed organic solar cells with freedom of design , 2015 .

[277]  Geoffrey E. Hinton,et al.  Distilling the Knowledge in a Neural Network , 2015, ArXiv.

[278]  Andrew Zisserman,et al.  Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.

[279]  Beverlee B. Anderson,et al.  The identity crisis of sustainable development , 2014 .

[280]  Zhu Han,et al.  Wireless Networks With RF Energy Harvesting: A Contemporary Survey , 2014, IEEE Communications Surveys & Tutorials.

[281]  V. Dovi' Energy Efficiency: Towards the End of Demand Growth. Edited by Fereidoon P. Sioshansi , 2014 .

[282]  Rui Zhang,et al.  Optimal training for wireless energy transfer , 2014, 2014 IEEE Global Communications Conference.

[283]  Jie Xu,et al.  Energy Beamforming With One-Bit Feedback , 2013, IEEE Transactions on Signal Processing.

[284]  Emil Björnson,et al.  Designing multi-user MIMO for energy efficiency: When is massive MIMO the answer? , 2013, 2014 IEEE Wireless Communications and Networking Conference (WCNC).

[285]  John C. Mankins,et al.  Wireless Power Transmission Options for Space Solar Power , 2013 .

[286]  Javier Matamoros,et al.  Distributed Energy Trading: The Multiple-Microgrid Case , 2013, IEEE Transactions on Industrial Electronics.

[287]  Guofan Shao,et al.  The planning, construction, and management toward sustainable cities in China needs the Environmental Internet of Things , 2013 .

[288]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[289]  A. Sahai,et al.  Optical wireless power transmission at long wavelengths , 2011, 2011 International Conference on Space Optical Systems and Applications (ICSOS).

[290]  P. Woias,et al.  An energy-autonomous self-tunable piezoelectric vibration energy harvesting system , 2011, 2011 IEEE 24th International Conference on Micro Electro Mechanical Systems.

[291]  Tao Chen,et al.  Energy efficiency metrics for green wireless communications , 2010, 2010 International Conference on Wireless Communications & Signal Processing (WCSP).

[292]  Julien Penders,et al.  Energy Harvesting for Autonomous Wireless Sensor Networks , 2010, IEEE Solid-State Circuits Magazine.

[293]  Yung-Hsiang Lu,et al.  Cloud Computing for Mobile Users: Can Offloading Computation Save Energy? , 2010, Computer.

[294]  A.M. Paracha,et al.  A Silicon MEMS DC/DC Converter for Autonomous Vibration-to-Electrical-Energy Scavenger , 2009, IEEE Electron Device Letters.

[295]  F. Vivien Sustainable development: An overview of economic proposals , 2008 .

[296]  Mani B. Srivastava,et al.  Power management in energy harvesting sensor networks , 2007, TECS.

[297]  S. Sikdar,et al.  Framework for Sustainability Metrics , 2007 .

[298]  Xenofon Fafoutis,et al.  A Primer for tinyML Predictive Maintenance: Input and Model Optimisation , 2022, AIAI.

[299]  E. Harjula,et al.  The Many Faces of Edge Intelligence , 2022, IEEE Access.

[300]  Josep M. Guerrero,et al.  A Comprehensive Review on Wireless Capacitive Power Transfer Technology: Fundamentals and Applications , 2022, IEEE Access.

[301]  K. Tao,et al.  A Vibration Energy Harvester With Targeted Frequency-Tuning Capability , 2022, IEEE Transactions on Instrumentation and Measurement.

[302]  G. S. Gajani,et al.  Comparison of Machine Learning Algorithms for Performance Evaluation of Photovoltaic Energy Forecasting and Management in the TinyML Framework , 2022, IEEE Access.

[303]  Manos N. Kamarianakis,et al.  Cloud-based XR Services: A Survey on Relevant Challenges and Enabling Technologies , 2022, Journal of Networking and Network Applications.

[304]  M. Latva-aho,et al.  Statistical Tools and Methodologies for URLLC - A Tutorial , 2022, ArXiv.

[305]  Sabrina M. Neuman,et al.  Closing the Sim-to-Real Gap for Ultra-Low-Cost, Resource-Constrained, Quadruped Robot Platforms , 2022 .

[306]  Muzammil Jusoh,et al.  Green Internet of Things (GIoT): Applications, Practices, Awareness, and Challenges , 2021, IEEE Access.

[307]  Tao Jiang,et al.  Robust Beamforming Design for Magnetic MIMO Wireless Power Transfer Systems , 2021, IEEE Transactions on Signal Processing.

[308]  Johann Sienz,et al.  Survey of Energy Harvesting Technologies for Wireless Sensor Networks , 2021, IEEE Access.

[309]  Martina De Sanctis,et al.  Social Sustainability in the e-Health Domain via Personalized and Self-Adaptive Mobile Apps , 2021, Software Sustainability.

[310]  R. Kishore Harvesting thermal energy with ferroelectric materials , 2021 .

[311]  B. George,et al.  Harvesting Vibration Energy: Technologies and Challenges , 2021, IEEE Industrial Electronics Magazine.

[312]  Juha Partala,et al.  The Intersection of Blockchain and 6G Technologies , 2021, Computer Communications and Networks.

[313]  Dinesh Bharadia,et al.  SyncScatter: Enabling WiFi like synchronization and range for WiFi backscatter Communication , 2021, NSDI.

[314]  Brian B. Tierney,et al.  Microwave and Millimeter Wave Power Beaming , 2021, IEEE Journal of Microwaves.

[315]  Aref Meddeb,et al.  Survey and taxonomy of MAC, routing and cross layer protocols using wake-up radio , 2020, J. Netw. Comput. Appl..

[316]  Antti Ylä-Jääski,et al.  Machine Learning Meets Communication Networks: Current Trends and Future Challenges , 2020, IEEE Access.

[317]  Arkadiusz Gola,et al.  Maintenance 4.0 Technologies for Sustainable Manufacturing - an Overview , 2019, IFAC-PapersOnLine.

[318]  Samira Keivanpour,et al.  Internet of Things Enabled Real-Time Sustainable End-of-Life Product Recovery , 2019, IFAC-PapersOnLine.

[319]  J. Riekki,et al.  EdgeAI: A Vision for Distributed, Edge-native Artificial Intelligence in Future 6G Networks , 2019 .

[320]  Yu Cheng,et al.  Towards Energy-Efficient Wireless Networking in the Big Data Era: A Survey , 2018, IEEE Communications Surveys & Tutorials.

[321]  D. J. Yánez VIV resonant wind generators , 2018 .

[322]  Victor Farm-Guoo Tseng,et al.  Phased Array Focusing for Acoustic Wireless Power Transfer , 2018, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[323]  Xinyu Yang,et al.  A Survey on the Edge Computing for the Internet of Things , 2018, IEEE Access.

[324]  Guigang Zhang,et al.  Deep Learning , 2016, Int. J. Semantic Comput..

[325]  Moshe Zukerman,et al.  Distributed Energy Trading in Microgrids: A Game-Theoretic Model and Its Equilibrium Analysis , 2015, IEEE Transactions on Industrial Electronics.

[326]  M. I. Onel L. A. López,et al.  Repositório ISCTE-IUL , 2022 .

[327]  P. Boulanger the Creative Commons Attribution 3.0 License. Surveys , 2022 .

[328]  Managing IoT and Mobile Technologies with Innovation, Trust, and Sustainable Computing , 2022 .