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This trend is reinforced by the spread of Internet of Things (IoT) technologies in almost all sectors. Autonomous energy supply is thereby an essential aspect as it decides the flexible positioning and easy maintenance, which are decisive for the acceptance of this technology, its wide use and sustainability. Significant improvements made in the last years have shown interesting possibilities for realizing energy-aware wireless sensor nodes (WSNs) by designing manifold and highly efficient energy converters and reducing energy consumption of hardware, software and communication protocols. Using only a few of these techniques or focusing on only one aspect is not sufficient to realize practicable and market relevant solutions. This paper therefore provides a comprehensive review on system design for battery-free and energy-aware WSN, making use of ambient energy or wireless energy transmission. It addresses energy supply strategies and gives a deep insight in energy management methods as well as possibilities for energy saving on node and network level. The aim therefore is to provide deep insight into system design and increase awareness of suitable techniques for realizing battery-free and energy-aware wireless sensor nodes.<\/jats:p>","DOI":"10.3390\/s21020548","type":"journal-article","created":{"date-parts":[[2021,1,15]],"date-time":"2021-01-15T01:33:29Z","timestamp":1610674409000},"page":"548","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":119,"title":["Energy-Aware System Design for Autonomous Wireless Sensor Nodes: A Comprehensive Review"],"prefix":"10.3390","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7166-1266","authenticated-orcid":false,"given":"Olfa","family":"Kanoun","sequence":"first","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sonia","family":"Bradai","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sabrine","family":"Khriji","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ghada","family":"Bouattour","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1764-6601","authenticated-orcid":false,"given":"Dhouha","family":"El Houssaini","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9991-0156","authenticated-orcid":false,"given":"Meriam","family":"Ben Ammar","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Slim","family":"Naifar","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2537-6920","authenticated-orcid":false,"given":"Ayda","family":"Bouhamed","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Faouzi","family":"Derbel","sequence":"additional","affiliation":[{"name":"Smart Diagnostic and Online Monitoring, Leipzig University of Applied Sciences, W\u00e4chterstrasse 13, 04107 Leipzig, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Viehweger","sequence":"additional","affiliation":[{"name":"Measurement and Sensor Technology, Technische Universit\u00e4t Chemnitz, Reichenhainer Stra\u00dfe 70, 09126 Chemnitz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2021,1,14]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Kanoun, O., Keutel, T., Viehweger, C., Zhao, X., Bradai, S., Naifar, S., Trigona, C., Kallel, B., Chaour, I., and Bouattour, G. (2018, January 19\u201322). Next Generation Wireless Energy Aware Sensors for Internet of Things: A Review. Proceedings of the 15th International Multi-Conference on Systems, Signals and Devices (SSD), Hammamet, Tunisia.","DOI":"10.1109\/SSD.2018.8570695"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"4307","DOI":"10.1109\/JIOT.2018.2875926","article-title":"Learning-Based Privacy-Aware off Loading for Healthcare IoT With Energy Harvesting","volume":"6","author":"Min","year":"2019","journal-title":"IEEE Internet Things J."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Peruzzi, G., and Pozzebon, A. (2020). A Review of Energy Harvesting Techniques for Low Power Wide Area Networks (LPWANs). Energies, 13.","DOI":"10.3390\/en13133433"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Kanoun, O. (2019). Energy Harvesting for Wireless Sensor Networks: Technology, Components and System Design, De Gruyter Oldenbourg.","DOI":"10.1515\/9783110445053"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1049\/iet-gtd.2012.0152","article-title":"Energy harvesting for a wireless-monitoring system of overhead high-voltage power lines","volume":"7","author":"Zhao","year":"2013","journal-title":"Iet Gener. Transm. Distrib."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.measurement.2016.07.074","article-title":"Survey of electromagnetic and magnetoelectric vibration energy harvesters for low frequency excitation","volume":"106","author":"Naifar","year":"2017","journal-title":"Measurement"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1515\/teme-2019-0050","article-title":"Development of a hybrid vibration converter for real vibration source","volume":"86","author":"Bradai","year":"2019","journal-title":"Tm-Tech. Mess."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"4500","DOI":"10.1109\/TPEL.2013.2249670","article-title":"A Critical Review of Recent Progress in Mid-Range Wireless Power Transfer","volume":"29","author":"Hui","year":"2014","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/JSAC.2018.2872615","article-title":"Fundamentals of wireless information and power transfer: From RF energy harvester models to signal and system designs","volume":"37","author":"Clerckx","year":"2019","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/MAES.2019.2901134","article-title":"Recent Trends of FPGA used for Low-Power Wireless Sensor Network","volume":"34","author":"Cheour","year":"2019","journal-title":"IEEE Aerosp. Electron. Syst. Mag."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"104874","DOI":"10.1016\/j.mejo.2020.104874","article-title":"Accurate Dynamic Voltage and Frequency Scaling Measurement for Low-Power Microcontrollers in Wireless Sensor Networks","volume":"105","author":"Khriji","year":"2020","journal-title":"Microelectron. J."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Kumberg, T., Tannhaeuser, R., and Reindl, L. (2017). Wake-Up receiver with Equal-Gain antenna diversity. Sensors, 17.","DOI":"10.3390\/s17091961"},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Kanoun, O. (2018). Energy-efficient techniques in wireless sensor networks, Technology, Components and System Design. Energy Harvesting for Wireless Sensor Networks, DE GRUYTER. [1st ed.].","DOI":"10.1515\/9783110445053"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1039\/C3EE42454E","article-title":"Piezoelectric and ferroelectric materials and structures for energy harvesting applications","volume":"7","author":"Bowen","year":"2014","journal-title":"Energy Environ. Sci."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.nanoen.2011.09.001","article-title":"Piezoelectric nanogenerators-Harvesting ambient mechanical energy at the nanometer scale","volume":"1","author":"Wang","year":"2012","journal-title":"Nano Energy"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1038\/nature06601","article-title":"Microfibre-nanowire hybrid structure for energy scavenging","volume":"451","author":"Qin","year":"2008","journal-title":"Nature"},{"key":"ref_17","unstructured":"Raghunathan, V., Kansal, A., Hsu, J., Friedman, J., and Srivastava, M. (2005, January 25\u201327). Design considerations for solar energy harvesting wireless embedded systems. Proceedings of the 4th International Symposium on Information Processing in Sensor Networks (IPSN), Los Angeles, CA, USA. Category number 05EX1086, Code 67416."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"4755","DOI":"10.3390\/s140304755","article-title":"Piezoelectric energy harvesting solutions","volume":"14","author":"Rongala","year":"2014","journal-title":"Sensors"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1007\/s41061-020-00310-w","article-title":"Thermoelectric Energy Harvesters: A Review of Recent Developments in Materials and Devices for Different Potential Applications","volume":"378","author":"Sanad","year":"2020","journal-title":"Top. Curr. Chem."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1802906","DOI":"10.1002\/aenm.201802906","article-title":"Triboelectric Nanogenerator: A Foundation of the Energy for the New Era","volume":"9","author":"Wu","year":"2019","journal-title":"Adv. Energy Mater."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"242001","DOI":"10.1088\/1361-6528\/ab793e","article-title":"Environmental energy harvesting based on triboelectric nanogenerators","volume":"31","author":"Tian","year":"2020","journal-title":"Nanotechnology"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MCOM.2016.1600399CM","article-title":"Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective","volume":"54","author":"Wang","year":"2016","journal-title":"IEEE Commun. Mag."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"112410","DOI":"10.1016\/j.bios.2020.112410","article-title":"Powering future body sensor network systems: A review of power sources","volume":"166","author":"Wang","year":"2020","journal-title":"Biosens. Bioelectron."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"112781","DOI":"10.1016\/j.bios.2020.112781","article-title":"A comprehensive review of powering methods used in state-of-the-art miniaturized implantable electronic devices","volume":"172","author":"Dinis","year":"2021","journal-title":"Biosens. Bioelectron."},{"key":"ref_25","first-page":"2004446","article-title":"Recent Advances in Self-Powered Tribo-\/Piezoelectric Energy Harvesters: All-In-One Package for Future Smart Technologies","volume":"30","author":"Karan","year":"2020","journal-title":"Adv. Mater."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"101689","DOI":"10.1016\/j.isci.2020.101689","article-title":"Recent Progress in Hybridized Nanogenerators for Energy Scavenging","volume":"23","author":"Zhang","year":"2020","journal-title":"iScience"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"101782","DOI":"10.1016\/j.sysarc.2020.101782","article-title":"A survey and taxonomy on energy management schemes in wireless sensor networks","volume":"111","author":"Singh","year":"2020","journal-title":"J. Syst. Archit."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1109\/MDAT.2020.2976669","article-title":"A survey on energy management for mobile and IoT devices","volume":"37","author":"Pasricha","year":"2020","journal-title":"IEEE Des. Test"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1109\/MWC.2009.5281260","article-title":"Wake-up receivers for wireless sensor networks: Benefits and challenges","volume":"16","author":"Demirkol","year":"2009","journal-title":"IEEE Wirel. Commun."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Pereira, F., Correia, R., Pinho, P., Lopes, S., and Carvalho, N.B. (2020). Challenges in resource constrained IoT devices: Energy and communication as critical success factors for future IoT deployment. Sensors, 20.","DOI":"10.3390\/s20226420"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"110201","DOI":"10.35848\/1347-4065\/abbfa0","article-title":"Recent advances and future prospects in energy harvesting technologies","volume":"59","author":"Akinaga","year":"2020","journal-title":"Jpn. J. Appl. Phys."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1515\/teme-2015-0111","article-title":"Model-based estimation of the power income for the energy management of solar-based wireless sensor systems","volume":"83","author":"Viehweger","year":"2016","journal-title":"Tech. Mess."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"12004","DOI":"10.1051\/matecconf\/201814812004","article-title":"Electromagnetic Vibration Energy Harvesting for Railway Applications","volume":"148","author":"Bradai","year":"2018","journal-title":"MATEC Web Conf."},{"key":"ref_34","unstructured":"(2020, December 22). Wave Energy. Available online: https:\/\/openei.org\/wiki\/Wave_Energy."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.nanoen.2018.11.036","article-title":"A brief review of sound energy harvesting","volume":"56","author":"Choi","year":"2019","journal-title":"Nano Energy"},{"key":"ref_36","first-page":"24685","article-title":"Integrated Energy-Harvesting System by Combining the Advantages of Polymer Solar Cells and Thermoelectric Devices","volume":"117","author":"Zhang","year":"2013","journal-title":"J. Phys. Chem."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Lorenzi, B., Acciarri, M., and Narducci, D. (2018). Suitability of Electrical Coupling in Solar Cell Thermoelectric Hybridization. Designs, 2.","DOI":"10.20944\/preprints201808.0173.v1"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"1674","DOI":"10.1007\/s11664-010-1230-4","article-title":"Hybrid Thermoelectric\u2013Photovoltaic Generators in Wireless Electroencephalography Diadem and Electrocardiography Shirt","volume":"39","author":"Leonov","year":"2010","journal-title":"J. Electron. Mater."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"114046","DOI":"10.1039\/C6RA20149K","article-title":"Synergistic photovoltaic\u2013thermoelectric effect in a nanostructured CdTe\/Bi2Te3 heterojunction for hybrid energy harvesting","volume":"6","author":"Luo","year":"2016","journal-title":"RSC Adv."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.nanoen.2014.07.024","article-title":"Silicon-based hybrid cell for harvesting solar energy and raindrop electrostatic energy","volume":"9","author":"Zheng","year":"2014","journal-title":"Nano Energy"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"18551","DOI":"10.1039\/C7TA05050J","article-title":"Interfacial engineering of hybridized solar cells for simultaneously harvesting solar and rain energies","volume":"5","author":"Wang","year":"2017","journal-title":"J. Mater. Chem. A"},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"2429","DOI":"10.1039\/c3ee41485j","article-title":"A hybrid energy cell for self-powered water splitting","volume":"6","author":"Yang","year":"2013","journal-title":"Energy Environ. Sci."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1016\/j.enconman.2018.07.044","article-title":"Hybrid vibration and wind energy harvesting using combined piezoelectric and electromagnetic conversion for bridge health monitoring applications","volume":"172","author":"Iqbal","year":"2018","journal-title":"Energy Convers. Manag."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"2079","DOI":"10.1039\/C3TA14421F","article-title":"A nanogenerator for harvesting airflow energy and light energy","volume":"2","author":"Guo","year":"2014","journal-title":"J. Mater. Chem. A"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"125007","DOI":"10.1088\/0964-1726\/25\/12\/125007","article-title":"Triboelectric\u2013thermoelectric hybrid nanogenerator for harvesting frictional energy","volume":"25","author":"Kim","year":"2016","journal-title":"Smart Mater. Struct."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"1044","DOI":"10.1109\/TIE.2018.2835378","article-title":"Wireless Power Transfer\u2014An Overview","volume":"66","author":"Zhang","year":"2019","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_47","first-page":"807","article-title":"Investigation on Wireless Charging","volume":"7","author":"Kumar","year":"2017","journal-title":"Int. J. Sci. Res. Publ."},{"key":"ref_48","doi-asserted-by":"crossref","unstructured":"Chaour, I., Fakhfakh, A., and Kanoun, O. (2017). Enhanced Passive RF-DC Converter Circuit Efficiency for Low RF Energy Harvesting. Sensors, 17.","DOI":"10.3390\/s17030546"},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Lu, F., Zhang, H., and Mi, C. (2017). A review on the recent development of capacitive wireless power transfer technology. Energies, 10.","DOI":"10.3390\/en10111752"},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Chaour, I., Bdiri, S., Fakhfakh, A., and Kanoun, O. (2016, January 21\u201324). Modified rectifier circuit for high efficiency and low power RF energy harvester. Proceedings of the 13th International Multi-Conference on Systems, Signals & Devices (SSD), Leipzig, Germany.","DOI":"10.1109\/SSD.2016.7473714"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"1413","DOI":"10.1109\/COMST.2015.2499783","article-title":"Wireless Charging Technologies: Fundamentals, Standards, and Network Applications","volume":"18","author":"Lu","year":"2016","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Jawad, A.M., Nordin, R., Gharghan, S.K., Jawad, H.M., and Ismail, M. (2017). Opportunities and challenges for near-field wireless power transfer: A review. Energies, 10.","DOI":"10.3390\/en10071022"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"4026","DOI":"10.1109\/TMAG.2012.2202883","article-title":"Quantitative design and analysis of relay resonators in wireless power transfer system","volume":"48","author":"Zhang","year":"2012","journal-title":"IEEE Trans. Magn."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Kallel, B., Keutel, T., and Kanoun, O. (2014, January 11\u201314). MISO configuration efficiency in inductive power transmission for supplying wireless sensors. Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14), Barcelona, Spain.","DOI":"10.1109\/SSD.2014.6808915"},{"key":"ref_55","doi-asserted-by":"crossref","unstructured":"Khan, S.R., Pavuluri, S.K., Cummins, G., and Desmullie, M.P.Y. (2020). Wireless Power Transfer Techniques for Implantable Medical Devices: A Review. Sensors, 20.","DOI":"10.3390\/s20123487"},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Abou Houran, M., Yang, X., and Chen, W. (2018). Magnetically Coupled Resonance WPT: Review of Compensation Topologies, Resonator Structures with Misalignment, and EMI Diagnostics. Electronics, 7.","DOI":"10.3390\/electronics7110296"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1684","DOI":"10.1109\/TPEL.2016.2555963","article-title":"Variable frequency controller for inductive power transfer in dynamic conditions","volume":"32","author":"Gati","year":"2016","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"6877","DOI":"10.1109\/TPEL.2017.2762924","article-title":"Tunable Class DC\u2013DC Converter with High Efficiency and Stable Output Power for 6.78-MHz Wireless Power Transfer","volume":"33","author":"Liu","year":"2018","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"4115","DOI":"10.1109\/TPEL.2016.2598284","article-title":"Fine Tuning of an Inductive Link Through a Voltage-Controlled Capacitance","volume":"32","author":"Porto","year":"2017","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"4523","DOI":"10.1109\/TPEL.2017.2724039","article-title":"Control Design for Optimizing Efficiency in Inductive Power Transfer Systems","volume":"33","author":"Huang","year":"2018","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_61","doi-asserted-by":"crossref","unstructured":"Kanoun, O. (2018). Wireless power transmission via a multi-coil inductive system. Energy Harvesting for Wireless Sensor Networks, De Gruyter.","DOI":"10.1515\/9783110445053"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"1768","DOI":"10.1049\/iet-pel.2015.0800","article-title":"Large air gap misalignment tolerable multi-coil inductive power transfer for wireless sensors","volume":"9","author":"Kallel","year":"2016","journal-title":"IET Power Electron."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"6213","DOI":"10.1109\/TPEL.2015.2414453","article-title":"Homogeneous Wireless Power Transfer for Move-and-Charge","volume":"30","author":"Zhang","year":"2015","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_64","doi-asserted-by":"crossref","unstructured":"Bouattour, G., Kallel, B., Derbel, H.B.J., and Kanoun, O. (2019, January 8\u201310). Passive Peak Voltage Sensor for Multiple Sending Coils Inductive Power Transmission System. Proceedings of the 2019 IEEE International Symposium on Measurements & Networking (M&N), Catania, Italy.","DOI":"10.1109\/IWMN.2019.8804989"},{"key":"ref_65","doi-asserted-by":"crossref","unstructured":"Bouattour, G., Elhawy, M., Naifar, S., Viehweger, C., Ben Jmaa Derbel, H., and Kanoun, O. (2020). Multiplexed Supply of a MISO Wireless Power Transfer System for Battery-Free Wireless Sensors. Energies, 13.","DOI":"10.3390\/en13051244"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"7853","DOI":"10.1109\/TPEL.2019.2962203","article-title":"Coupling Extraction and Maximum Efficiency Tracking for Multiple Concurrent Transmitters in Dynamic Wireless Charging","volume":"35","author":"Kim","year":"2020","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"3516","DOI":"10.1109\/JESTPE.2018.2884887","article-title":"A Smart Autonomous WPT System for Electric Wheelchair Applications with Free-Positioning Charging Feature","volume":"8","author":"Azad","year":"2018","journal-title":"IEEE J. Emerg. Sel. Top. Power Electron."},{"key":"ref_68","doi-asserted-by":"crossref","unstructured":"Bouattour, G., Ben Jemaa Derbel, H., and Kanoun, O. (2019, January 21\u201324). Multi-Parallel Sending Coils for Movable Receivers in Inductive Charging Systems. Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices (SSD), Istanbul, Turkey.","DOI":"10.1109\/SSD.2019.8893249"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1109\/SURV.2010.020510.00058","article-title":"MAC essentials for wireless sensor networks","volume":"12","author":"Abdelmalik","year":"2010","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"7505","DOI":"10.1109\/TIM.2020.2982810","article-title":"Benchmarking-Based Investigation on Energy Efficiency of Low-Power Microcontrollers","volume":"69","author":"Khriji","year":"2020","journal-title":"IEEE Trans. Instrum. Meas."},{"key":"ref_71","doi-asserted-by":"crossref","unstructured":"Ch\u00e9our, R., Khriji, S., and Kanoun, O. (2020, January 2\u201316). Microcontrollers for IoT: Optimizations, Computing Paradigms, and Future Directions. Proceedings of the 2020 IEEE 6th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA.","DOI":"10.1109\/WF-IoT48130.2020.9221219"},{"key":"ref_72","doi-asserted-by":"crossref","unstructured":"El Houssaini, D., Khriji, S., Besbes, K., and Kanoun, O. (2018, January 19\u201322). Performance Analysis of Received Signal Strength and Link Quality in Wireless Sensor Networks. Proceedings of the 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD), Hammamet, Tunisia.","DOI":"10.1109\/SSD.2018.8570634"},{"key":"ref_73","doi-asserted-by":"crossref","unstructured":"Khriji, S., Ch\u00e9our, R., Goetz, M., El Houssaini, D., Kammoun, I., and Kanoun, O. (2018, January 16\u201318). Measuring energy consumption of a wireless sensor node during transmission: Panstamp. Proceedings of the 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), Krakow, Poland.","DOI":"10.1109\/AINA.2018.00050"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"2948","DOI":"10.3390\/s18092948","article-title":"A flexible wireless sensor network based on ultra-wide band technology for ground instability monitoring","volume":"18","author":"Mucchi","year":"2018","journal-title":"Sensors"},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"970524","DOI":"10.1155\/2014\/970524","article-title":"Energy-efficient sleep\/wake scheduling for acoustic localization wireless sensor network node","volume":"10","author":"Zhen","year":"2014","journal-title":"Int. J. Distrib. Sens. Netw."},{"key":"ref_76","unstructured":"Amor, N.B., Kanoun, O., and Derbel, N. (2012, January 20\u201323). Logically controlled energy management circuit. Proceedings of the IEEE 9th International Multi-Conference on Systems, Signals and Devices, Chemnitz, Germany."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"7110","DOI":"10.1109\/TPEL.2019.2959625","article-title":"MPPT for Electromagnetic Energy Harvesters Having Nonnegligible Output Reactance Operating Under Slow-Varying Conditions","volume":"35","author":"Tse","year":"2020","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1515\/teme-2017-0121","article-title":"Energy management based on fractional open circuit and P-SSHI techniques for piezoelectric energy harvesting","volume":"86","author":"Zouari","year":"2019","journal-title":"Tm-Tech. Mess."},{"key":"ref_79","doi-asserted-by":"crossref","unstructured":"Bradai, S., Naifar, S., Trigona, C., Baglio, S., and Kanoun, O. (2018, January 14\u201317). Electromagnetic transducer with bistable-RMSHI for energy harvesting from very weak kinetic sources. Proceedings of the 2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Houston, TX, USA.","DOI":"10.1109\/I2MTC.2018.8409784"},{"key":"ref_80","doi-asserted-by":"crossref","unstructured":"Estrada-L\u00f3pez, J.J., Abuellil, A., Zeng, Z., and S\u00e1nchez-Sinencio, E. (2018). Multiple input energy harvesting systems for autonomous IoT end-nodes. J. Low Power Electron. Appl., 8.","DOI":"10.3390\/jlpea8010006"},{"key":"ref_81","doi-asserted-by":"crossref","unstructured":"Li, H., Zhang, G., Ma, R., and You, Z. (2014). Design and Experimental Evaluation on an Advanced Multisource Energy Harvesting System for Wireless Sensor Nodes. Sci. World J., 13.","DOI":"10.1155\/2014\/671280"},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"3215","DOI":"10.1109\/TPEL.2014.2331365","article-title":"Multisource and Battery-Free Energy Harvesting Architecture for Aeronautics Applications","volume":"30","author":"Vankecke","year":"2015","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"5665","DOI":"10.1109\/TPEL.2014.2379622","article-title":"A Nanocurrent Power Management IC for Multiple Heterogeneous Energy Harvesting Sources","volume":"30","author":"Dini","year":"2015","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"4250","DOI":"10.1109\/TIE.2010.2095395","article-title":"A Multiharvested Self-Powered System in a Low-Voltage Low-Power Technology","volume":"58","year":"2011","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_85","unstructured":"Ammar, M.B., Fakhfakh, A., Sahnoun, S., and Kanoun, O. (2020, January 23\u201326). Design of a DC-DC Boost Converter of Hybrid Energy Harvester for Low-Power Biomedical Applications. Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, Monastir, Tunisia."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"2263","DOI":"10.1109\/JSEN.2013.2251625","article-title":"Harvesting Energy from Magnetic Fields to Power Condition Monitoring Sensors","volume":"13","author":"Roscoe","year":"2013","journal-title":"IEEE Sens. J."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"3249","DOI":"10.1109\/TIE.2008.927973","article-title":"Power-Conditioning circuitry for a self-Powered system based on micro PZT generators in a 0.13-\u00b5m low-voltage low-power technology","volume":"55","author":"Samitier","year":"2008","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1049\/iet-cds.2010.0199","article-title":"Start-up circuit with low minimum operating power for microwatt energy harvesters","volume":"5","author":"Stark","year":"2011","journal-title":"IET Circuits Devices Syst."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"1751","DOI":"10.1049\/iet-pel.2011.0503","article-title":"Modified electromagnetic microgenerator design for improved performance of low-voltage energy-harvesting systems","volume":"6","author":"Dayal","year":"2013","journal-title":"IET Power Electron."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1016\/S0924-4247(02)00033-X","article-title":"A laser-micromachined multi-modal resonating power transducer for wireless sensing systems","volume":"97","author":"Ching","year":"2002","journal-title":"Sens. Actuators A"},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1109\/MPRV.2007.4","article-title":"An AA sized vibration-based microgenerator for wireless sensors","volume":"6","author":"Yuen","year":"2007","journal-title":"IEEE Pervasive Comput."},{"key":"ref_92","doi-asserted-by":"crossref","unstructured":"Edamoto, M., Suzuki, Y., Kasagi, N., Kashiwagi, K., Morizawa, Y., Yokoyama, T., Seki, T., and Oba, M. (2009, January 25\u201329). Low-Resonant-Frequency micro electret generator for energy harvesting application. Proceedings of the 2009 IEEE 22nd International Conference on Micro Electro Mechanical Systems, Sorrento, Italy.","DOI":"10.1109\/MEMSYS.2009.4805569"},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/j.sna.2017.06.025","article-title":"new nano-power trigger circuit for battery-less power management electronics in energy harvesting systems","volume":"263","author":"Alghisi","year":"2017","journal-title":"Sens. Actuators A Phys."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"1447","DOI":"10.1016\/j.proche.2009.07.361","article-title":"A new rectifier and trigger circuit for a piezoelectric microgenerator","volume":"1","author":"Marinkovic","year":"2009","journal-title":"Procedia Chem."},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/s10470-015-0530-2","article-title":"A self-powered power conditioning circuit for battery-free energy scavenging applications","volume":"83","author":"Liu","year":"2015","journal-title":"Analog Integr. Circuits Signal Process."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"3353","DOI":"10.1109\/TPEL.2012.2219594","article-title":"Ultralow power, fully autonomous boost rectifier for electromagnetic energy harvesters","volume":"28","author":"Szarka","year":"2013","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_97","unstructured":"(2020, December 07). TS831: Micropower Voltage Supervisor Reset Active Low. Available online: https:\/\/www.st.com\/en\/reset-and-supervisor-ics\/ts831.html."},{"key":"ref_98","first-page":"3843","article-title":"Ultralow Power Voltage Supervisor for Ambient Power-Driven Microcontroller Systems","volume":"66","author":"Kanoun","year":"2018","journal-title":"IEEE Trans. Ind. Electron."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1002\/mop.24982","article-title":"CMOS passive wake-up circuit for sensor network applications","volume":"52","author":"Kim","year":"2010","journal-title":"Microw. Opt. Technol. Lett."},{"key":"ref_100","doi-asserted-by":"crossref","unstructured":"Ammar, Y., Bdiri, S., and Derbel, F. (2015, January 16\u201319). An ultra-low power wake-up receiver with flip-flops based address decoder. Proceedings of the 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15), Mahdia, Tunisia.","DOI":"10.1109\/SSD.2015.7348127"},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1109\/TII.2016.2524982","article-title":"Design, Implementation, and Performance Evaluation of a Flexible Low-Latency Nanowatt Wake-Up Radio Receiver","volume":"12","author":"Magno","year":"2016","journal-title":"IEEE Trans. Ind. Inform."},{"key":"ref_102","doi-asserted-by":"crossref","unstructured":"Bdiri, S., and Derbel, F. (2015, January 19\u201321). An Ultra-Low Power Wake-Up Receiver for Realtime constrained Wireless Sensor Networks. Proceedings of the SENSOR 2015, N\u00fcrnberg, Germany.","DOI":"10.5162\/sensor2015\/D6.2"},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"433","DOI":"10.5194\/jsss-5-433-2016","article-title":"An 868MHz 7.5 \u03bcW Wake-up Receiver with \u221260 dBm Sensitivity","volume":"5","author":"Bdiri","year":"2016","journal-title":"J. Sens. Sens. Syst."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"4731","DOI":"10.1109\/TMTT.2016.2622699","article-title":"Optimum Excitations for a Dual-Band Microwatt Wake-Up Radio","volume":"64","author":"Prete","year":"2016","journal-title":"IEEE Trans. Microw. Theory Tech."},{"key":"ref_105","doi-asserted-by":"crossref","first-page":"2405","DOI":"10.1109\/JSSC.2012.2209778","article-title":"A New Approach to Low-Power and Low-Latency Wake-Up Receiver System for Wireless Sensor Nodes","volume":"47","author":"Yoon","year":"2012","journal-title":"IEEE J. Solid State Circuits"},{"key":"ref_106","doi-asserted-by":"crossref","unstructured":"Bdiri, S., Derbel, F., and Kanoun, O. (2018). A Tuned-RF Duty-Cycled Wake-Up Receiver with \u221290 dBm Sensitivity. Sensors, 18.","DOI":"10.3390\/s18010086"},{"key":"ref_107","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1186\/s13638-016-0674-5","article-title":"On the human body communications: Wake-up receiver design and channel characterization","volume":"2016","author":"Mikhaylov","year":"2016","journal-title":"EURASIP J. Wirel. Commun. Netw."},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.comnet.2014.03.027","article-title":"Energy efficiency in wireless sensor networks: A top-down survey","volume":"67","author":"Rault","year":"2014","journal-title":"Comput. Netw."},{"key":"ref_109","doi-asserted-by":"crossref","unstructured":"Jayakrishna, P.S., and Sudha, T. (2017, January 23\u201325). Energy efficient wireless sensor network assisted spectrum sensing for cognitive radio network. Proceedings of the 2017 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), Srivilliputhur, India.","DOI":"10.1109\/ITCOSP.2017.8303109"},{"key":"ref_110","doi-asserted-by":"crossref","first-page":"11196","DOI":"10.3390\/s130911196","article-title":"Cognitive radio wireless sensor networks: Applications, challenges, and research trends","volume":"13","author":"Joshi","year":"2013","journal-title":"Sensors"},{"key":"ref_111","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1007\/s11235-018-0431-7","article-title":"An efficient cooperative technique for power-constrained multiuser wireless network","volume":"69","author":"Alamri","year":"2018","journal-title":"Telecommun. Syst."},{"key":"ref_112","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1080\/00207217.2019.1600734","article-title":"A directional multicasting-based architecture for wireless sensor networks","volume":"106","author":"Cevik","year":"2019","journal-title":"Int. J. Electron."},{"key":"ref_113","doi-asserted-by":"crossref","first-page":"4047","DOI":"10.1007\/s11277-017-4367-0","article-title":"Optimization of Transmitted Power and Modulation Level for Minimizing Energy Consumption in Wireless Sensor Networks","volume":"96","author":"Farrag","year":"2017","journal-title":"Wirel. Pers. Commun."},{"key":"ref_114","doi-asserted-by":"crossref","first-page":"279","DOI":"10.2991\/jrnal.2017.3.4.14","article-title":"Transmission Power Control for Wireless Sensor Network","volume":"3","author":"Hsia","year":"2017","journal-title":"J. Robot. Netw. Artif. Life"},{"key":"ref_115","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1007\/s11277-013-1524-y","article-title":"Review of Energy Conservation Using Duty Cycling Schemes for IEEE 802.15.4 Wireless Sensor Network (WSN)","volume":"77","author":"Shabaneh","year":"2014","journal-title":"Wirel. Pers. Commun."},{"key":"ref_116","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1109\/MCOM.2013.6553686","article-title":"Algorithm design for data communications in duty-cycled wireless sensor networks: A survey","volume":"51","author":"Han","year":"2013","journal-title":"IEEE Commun. Mag."},{"key":"ref_117","doi-asserted-by":"crossref","unstructured":"Du, Y., Xia, J., Gong, J., and Hu, X. (2019). An Energy-Efficient and Fault-Tolerant Topology Control Game Algorithm for Wireless Sensor Network. Electronics, 8.","DOI":"10.3390\/electronics8091009"},{"key":"ref_118","doi-asserted-by":"crossref","unstructured":"Kanoun, O. (2018). Wireless sensor networks in agricultural applications. Energy Harvesting for Wireless Sensor Networks, De Gruyter.","DOI":"10.1515\/9783110445053"},{"key":"ref_119","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/MAES.2019.2905947","article-title":"Energy-Efficient Routing Algorithm Based on Localization and Clustering Techniques for Agricultural Applications","volume":"34","author":"Khriji","year":"2019","journal-title":"IEEE Aerosp. Electron. Syst. Mag."},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"107236","DOI":"10.1016\/j.comnet.2020.107236","article-title":"Mobility based network lifetime in wireless sensor networks: A review","volume":"174","author":"Nguyen","year":"2019","journal-title":"Comput. Netw."},{"key":"ref_121","doi-asserted-by":"crossref","unstructured":"Nakas, C., Kandris, D., and Visvardis, G. (2020). Energy Efficient Routing in Wireless Sensor Networks: A Comprehensive Survey. Algorithms, 13.","DOI":"10.3390\/a13030072"},{"key":"ref_122","doi-asserted-by":"crossref","unstructured":"Hu, Y.C., Tiwari, S., Mishra, K., and Trivedi, M. (2018). Review of Hierarchical Routing Protocols for Wireless Sensor Networks. Intelligent Communication and Computational Technologies, Springer.","DOI":"10.1007\/978-981-10-5523-2"},{"key":"ref_123","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1504\/IJSNET.2018.089264","article-title":"An energy-efficient routing scheme by using GPS information for wireless sensor networks","volume":"26","author":"Kang","year":"2018","journal-title":"Int. J. Sens. Netw."},{"key":"ref_124","first-page":"7","article-title":"Routing Protocols for Dense Wireless Sensor Networks: Characteristics and Challenges","volume":"9","author":"Alharbe","year":"2017","journal-title":"J. Telecommun. Electron. Comput. Eng."},{"key":"ref_125","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.future.2019.10.001","article-title":"Intelligent data fusion algorithm based on hybrid delay-aware adaptive clustering in wireless sensor networks","volume":"104","author":"Liu","year":"2020","journal-title":"Future Gener. Comput. Syst."},{"key":"ref_126","doi-asserted-by":"crossref","unstructured":"Khriji, S., Raventos, G.V., Kammoun, I., and Kanoun, O. (2018, January 19\u201322). Redundancy Elimination for Data Aggregation in Wireless Sensor Networks. Proceedings of the 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD), Hammamet, Tunisia.","DOI":"10.1109\/SSD.2018.8570459"},{"key":"ref_127","doi-asserted-by":"crossref","unstructured":"Zheng, J., Bie, H., Xu, D., Lei, C., and Zhang, X. (2014, January 14\u201316). Work in progress: Data compression of wireless sensor network employing Kalman filter and QC-LDPC codes. Proceedings of the 9th International Conference on Communications and Networking in China, Maoming, China.","DOI":"10.1109\/CHINACOM.2014.7054251"},{"key":"ref_128","doi-asserted-by":"crossref","unstructured":"Sparka, H., Naumann, R., Dietzel, S., and Scheuermann, B. (2017, January 9\u201312). Effective Lossless Compression of Sensor Information in Manufacturing Industry. Proceedings of the 2017 IEEE 42nd Conference on Local Computer Networks (LCN), Singapore.","DOI":"10.1109\/LCN.2017.89"},{"key":"ref_129","doi-asserted-by":"crossref","unstructured":"Yoon, I., Kim, H., and Noh, D.K. (2017). Adaptive Data Aggregation and Compression to Improve Energy Utilization in Solar-Powered Wireless Sensor Networks. Sensors, 17.","DOI":"10.3390\/s17061226"},{"key":"ref_130","doi-asserted-by":"crossref","unstructured":"Skhiri, M., Bdiri, S., and Derbel, F. (2018, January 14\u201317). Power Aware Wireless Sensor Networks based on Compressive Sensing. Proceedings of the 2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Houston, TX, USA.","DOI":"10.1109\/I2MTC.2018.8409762"},{"key":"ref_131","doi-asserted-by":"crossref","unstructured":"Ben Arbi, I., Derbel, F., and Strakosch, F. (2017, January 22\u201325). Forecasting Methods to Reduce Energy Consumption in WSN. Proceedings of the IEEE 2017 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Turin, Italy.","DOI":"10.1109\/I2MTC.2017.7969960"},{"key":"ref_132","doi-asserted-by":"crossref","unstructured":"Strakosch, F., and Derbel, F. (2015, January 19\u201321). Fast and Efficient Dual-Forecasting Algorithm for Wireless Sensor Networks. Proceedings of the SENSOR 2015, N\u00fcrnberg, Germany.","DOI":"10.5162\/sensor2015\/P9.2"},{"key":"ref_133","doi-asserted-by":"crossref","unstructured":"Shu, T., Xia, M., Chen, J., and Silva, C. (2017). An Energy Efficient Adaptive Sampling Algorithm in a Sensor Network for Automated Water Quality Monitoring. Sensors, 17.","DOI":"10.3390\/s17112551"},{"key":"ref_134","doi-asserted-by":"crossref","first-page":"102182","DOI":"10.1016\/j.adhoc.2020.102182","article-title":"Low latency and energy efficient routing-aware network coding-based data transmission in multi-hop and multi-sink WSN","volume":"107","author":"Singh","year":"2020","journal-title":"Ad Hoc Netw."},{"key":"ref_135","doi-asserted-by":"crossref","first-page":"2242","DOI":"10.1016\/j.procs.2020.04.242","article-title":"Data Aggregation using Compressive Sensing for Energy Efficient Routing Strategy","volume":"171","author":"Puneeth","year":"2020","journal-title":"Procedia Comput. Sci."},{"key":"ref_136","doi-asserted-by":"crossref","first-page":"4283","DOI":"10.1002\/adma.201504299","article-title":"Flexible Nanogenerators for Energy Harvesting and Self-Powered Electronics","volume":"28","author":"Fan","year":"2016","journal-title":"Adv. Mater."},{"key":"ref_137","doi-asserted-by":"crossref","unstructured":"Wu, Z., Cheng, T., and Wang, Z.L. (2020). Self-powered sensors and systems based on nanogenerators. Sensors, 20.","DOI":"10.3390\/s20102925"},{"key":"ref_138","doi-asserted-by":"crossref","unstructured":"Zhou, X., Parida, K., Halevi, O., Magdassi, S., and Lee, P.S. (2020). All 3d printed stretchable piezoelectric nanogenerator for self-powered sensor application. Sensors, 20.","DOI":"10.3390\/s20236748"},{"key":"ref_139","doi-asserted-by":"crossref","first-page":"1600097","DOI":"10.1126\/sciadv.1600097","article-title":"Self-powered textile for Wearable electronics by hybridizing fiber-shaped nanogenerators, solar cells, and supercapacitors","volume":"2","author":"Wen","year":"2016","journal-title":"Sci. Adv."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/2\/548\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:11:02Z","timestamp":1760159462000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/2\/548"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,14]]},"references-count":139,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2021,1]]}},"alternative-id":["s21020548"],"URL":"https:\/\/doi.org\/10.3390\/s21020548","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,14]]}}}