Energy-Aware System Design for Autonomous Wireless Sensor Nodes: A Comprehensive Review

Nowadays, wireless sensor networks are becoming increasingly important in several sectors including industry, transportation, environment and medicine. 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.

[1]  Olfa Kanoun,et al.  A Tuned-RF Duty-Cycled Wake-Up Receiver with −90 dBm Sensitivity , 2017, Sensors.

[2]  Inès Kammoun,et al.  Redundancy Elimination for Data Aggregation in Wireless Sensor Networks , 2018, 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD).

[3]  Olfa Kanoun,et al.  Recent Trends of FPGA Used for Low-Power Wireless Sensor Network , 2019, IEEE Aerospace and Electronic Systems Magazine.

[4]  Olfa Kanoun,et al.  An 868 MHz 7.5 µW wake-up receiver with −60 dBm sensitivity , 2016 .

[5]  Min Xia,et al.  An Energy Efficient Adaptive Sampling Algorithm in a Sensor Network for Automated Water Quality Monitoring , 2017, Sensors.

[6]  Faouzi Derbel,et al.  Forecasting methods to reduce energy consumption in WSN , 2017, 2017 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[7]  Bilel Kallel,et al.  Next Generation Wireless Energy Aware Sensors for Internet of Things: A Review , 2018, 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD).

[8]  Christos T. Nakas,et al.  Energy Efficient Routing in Wireless Sensor Networks: A Comprehensive Survey , 2020, Algorithms.

[9]  Leonhard M. Reindl,et al.  Wake-Up Receiver with Equal-Gain Antenna Diversity † , 2017, Sensors.

[10]  Marco Tartagni,et al.  A Nanocurrent Power Management IC for Multiple Heterogeneous Energy Harvesting Sources , 2015, IEEE Transactions on Power Electronics.

[11]  Kamel Besbes,et al.  Wireless sensor networks in agricultural applications , 2018, Energy Harvesting for Wireless Sensor Networks.

[12]  Leila Parsa,et al.  Modified electromagnetic microgenerator design for improved performance of low-voltage energy-harvesting systems , 2013 .

[13]  C. Bowen,et al.  Recent Progress in Hybridized Nanogenerators for Energy Scavenging , 2020, iScience.

[14]  Han Yan,et al.  Integrated Energy-Harvesting System by Combining the Advantages of Polymer Solar Cells and Thermoelectric Devices , 2013 .

[15]  Jian Zheng,et al.  Work in progress: Data compression of wireless sensor network employing Kalman filter and QC-LDPC codes , 2014, 9th International Conference on Communications and Networking in China.

[16]  Sadok Bdiri,et al.  Power aware wireless sensor networks based on compressive sensing , 2018, 2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[17]  Olfa Kanoun,et al.  Multiplexed Supply of a MISO Wireless Power Transfer System for Battery-Free Wireless Sensors , 2020 .

[18]  S. L. Ho,et al.  Quantitative Design and Analysis of Relay Resonators in Wireless Power Transfer System , 2012, IEEE Transactions on Magnetics.

[19]  Lorenzo Mucchi,et al.  A Flexible Wireless Sensor Network Based on Ultra-Wide Band Technology for Ground Instability Monitoring , 2018, Sensors.

[20]  Jie Chen,et al.  A nanogenerator for harvesting airflow energy and light energy , 2014 .

[21]  Mahamod Ismail,et al.  Opportunities and Challenges for Near-Field Wireless Power Transfer: A Review , 2017 .

[22]  B. H. Stark,et al.  Ultralow Power, Fully Autonomous Boost Rectifier for Electromagnetic Energy Harvesters , 2013, IEEE Transactions on Power Electronics.

[23]  Farid Ullah Khan,et al.  Hybrid vibration and wind energy harvesting using combined piezoelectric and electromagnetic conversion for bridge health monitoring applications , 2018, Energy Conversion and Management.

[24]  Wenxing Zhong,et al.  A Critical Review of Recent Progress in Mid-Range Wireless Power Transfer , 2014, IEEE Transactions on Power Electronics.

[25]  Q. Tang,et al.  Interfacial engineering of hybridized solar cells for simultaneously harvesting solar and rain energies , 2017 .

[26]  Philip H. W. Leong,et al.  A Laser-micromachined Multi-modal Resonating Power Transducer for Wireless Sensing Systems , 2001 .

[27]  Olfa Kanoun,et al.  Logically controlled energy management circuit , 2012, International Multi-Conference on Systems, Sygnals & Devices.

[28]  Gengchen Liu,et al.  A self-powered power conditioning circuit for battery-free energy scavenging applications , 2015 .

[29]  Zhong Lin Wang,et al.  Microfibre–nanowire hybrid structure for energy scavenging , 2009, Nature.

[30]  Hyunseung Choo,et al.  An energy-efficient routing scheme by using GPS information for wireless sensor networks , 2018, Int. J. Sens. Networks.

[31]  Pooi See Lee,et al.  All 3D Printed Stretchable Piezoelectric Nanogenerator for Self-Powered Sensor Application , 2020, Sensors.

[32]  D. Narducci,et al.  Suitability of Electrical Coupling in Solar Cell Thermoelectric Hybridization , 2018, Designs.

[33]  Yacine Challal,et al.  Energy efficiency in wireless sensor networks: A top-down survey , 2014, Comput. Networks.

[34]  Aduwati Sali,et al.  A Review on Hierarchical Routing Protocols for Wireless Sensor Networks , 2013, Wirel. Pers. Commun..

[35]  Vincent Lee,et al.  Energy Harvesting for Wireless Sensor Networks , 2012 .

[36]  Wenyi Liu,et al.  Energy-Efficient Sleep/Wake Scheduling for Acoustic Localization Wireless Sensor Network Node , 2014, Int. J. Distributed Sens. Networks.

[37]  Zheng You,et al.  Design and Experimental Evaluation on an Advanced Multisource Energy Harvesting System for Wireless Sensor Nodes , 2014, TheScientificWorldJournal.

[38]  Maram Ahmed Alamri,et al.  An efficient cooperative technique for power-constrained multiuser wireless network , 2018, Telecommun. Syst..

[39]  Meriam Ben Ammar,et al.  Design of a DC-DC Boost Converter of Hybrid Energy Harvester for Low-Power Biomedical Applications , 2020, 2020 17th International Multi-Conference on Systems, Signals & Devices (SSD).

[40]  Bilel Kallel,et al.  MISO configuration efficiency in inductive power transmission for supplying wireless sensors , 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14).

[41]  Christopher R. Bowen,et al.  Piezoelectric and ferroelectric materials and structures for energy harvesting applications , 2014 .

[42]  Kverner Brug,et al.  Wave energy , 2019, Energy Innovation for the Twenty-First Century.

[43]  Olfa Kanoun,et al.  Multi-Parallel Sending Coils for Movable Receivers in Inductive Charging Systems , 2019, 2019 16th International Multi-Conference on Systems, Signals & Devices (SSD).

[44]  Zhong Lin Wang,et al.  Self-powered textile for wearable electronics by hybridizing fiber-shaped nanogenerators, solar cells, and supercapacitors , 2016, Science Advances.

[45]  Min Ki Kim,et al.  Triboelectric–thermoelectric hybrid nanogenerator for harvesting frictional energy , 2016 .

[46]  Zhen Zhang,et al.  Homogeneous Wireless Power Transfer for Move-and-Charge , 2015, IEEE Transactions on Power Electronics.

[47]  Olfa Kanoun,et al.  Microcontrollers for IoT: Optimizations, Computing Paradigms, and Future Directions , 2020, 2020 IEEE 6th World Forum on Internet of Things (WF-IoT).

[48]  Martin D. Judd,et al.  Harvesting Energy From Magnetic Fields to Power Condition Monitoring Sensors , 2013, IEEE Sensors Journal.

[49]  Olfa Kanoun,et al.  Enhanced Passive RF-DC Converter Circuit Efficiency for Low RF Energy Harvesting , 2017, Sensors.

[50]  Development of a hybrid vibration converter for real vibration source / Entwicklung eines Hybrid-Vibrationswandlers für eine echte Schwingungsquelle , 2019, tm - Technisches Messen.

[51]  Linh Nguyen,et al.  Mobility based network lifetime in wireless sensor networks: A review , 2019, Comput. Networks.

[52]  Olfa Kanoun,et al.  Measuring Energy Consumption of a Wireless Sensor Node During Transmission: panStamp , 2018, 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA).

[53]  Jean-Marie Dilhac,et al.  Multisource and Battery-Free Energy Harvesting Architecture for Aeronautics Applications , 2015, IEEE Transactions on Power Electronics.

[54]  Mohamad Abou Houran,et al.  Magnetically Coupled Resonance WPT: Review of Compensation Topologies, Resonator Structures with Misalignment, and EMI Diagnostics , 2018, Electronics.

[55]  Pedro Lluís Miribel-Català,et al.  A Multiharvested Self-Powered System in a Low-Voltage Low-Power Technology , 2011, IEEE Transactions on Industrial Electronics.

[56]  Olfa Kanoun,et al.  Electromagnetic Vibration Energy Harvesting for Railway Applications , 2018 .

[57]  Wei Zhu,et al.  Synergistic photovoltaic–thermoelectric effect in a nanostructured CdTe/Bi2Te3 heterojunction for hybrid energy harvesting , 2016 .

[58]  A. Nagaraju,et al.  Low latency and energy efficient routing-aware network coding-based data transmission in multi-hop and multi-sink WSN , 2020, Ad Hoc Networks.

[59]  Philip Heng Wai Leong,et al.  An AA-Sized Vibration-Based Microgenerator for Wireless Sensors , 2007, IEEE Pervasive Computing.

[60]  H Dinis,et al.  A comprehensive review of powering methods used in state-of-the-art miniaturized implantable electronic devices. , 2020, Biosensors & bioelectronics.

[61]  Dong Kun Noh,et al.  Adaptive Data Aggregation and Compression to Improve Energy Utilization in Solar-Powered Wireless Sensor Networks , 2017, Sensors.

[62]  Xiaohui Hu,et al.  An Energy-Efficient and Fault-Tolerant Topology Control Game Algorithm for Wireless Sensor Network , 2019 .

[63]  Gerard Cummins,et al.  Wireless Power Transfer Techniques for Implantable Medical Devices: A Review , 2020, Sensors.

[64]  Cesare Stefanini,et al.  Piezoelectric Energy Harvesting Solutions , 2014, Sensors.

[65]  H. Vincent Poor,et al.  Fundamentals of Wireless Information and Power Transfer: From RF Energy Harvester Models to Signal and System Designs , 2018, IEEE Journal on Selected Areas in Communications.

[66]  Olfa Kanoun,et al.  Performance Analysis of Received Signal Strength and Link Quality in Wireless Sensor Networks , 2018, 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD).

[67]  Björn Scheuermann,et al.  Effective Lossless Compression of Sensor Information in Manufacturing Industry , 2017, 2017 IEEE 42nd Conference on Local Computer Networks (LCN).

[68]  Zhiyi Wu,et al.  Self-Powered Sensors and Systems Based on Nanogenerators , 2020, Sensors.

[69]  Umit Y. Ogras,et al.  A Survey on Energy Management for Mobile and IoT Devices , 2020, IEEE Design & Test.

[70]  Manal Abdullah,et al.  Routing Protocols for Dense Wireless Sensor Networks: Characteristics and Challenges , 2017 .

[71]  Olfa Kanoun,et al.  Survey of electromagnetic and magnetoelectric vibration energy harvesters for low frequency excitation , 2017 .

[72]  Liang Xiao,et al.  Learning-Based Privacy-Aware Offloading for Healthcare IoT With Energy Harvesting , 2019, IEEE Internet of Things Journal.

[74]  A. Fakhfakh,et al.  Modified rectifier circuit for high efficiency and low power RF energy harvester , 2016, 2016 13th International Multi-Conference on Systems, Signals & Devices (SSD).

[75]  K. K. Tse,et al.  MPPT for Electromagnetic Energy Harvesters Having Nonnegligible Output Reactance Operating Under Slow-Varying Conditions , 2020, IEEE Transactions on Power Electronics.

[76]  Ching-Ping Wong,et al.  A hybrid energy cell for self-powered water splitting† , 2013 .

[77]  Nabil Derbel,et al.  Energy management based on fractional open circuit and P-SSHI techniques for piezoelectric energy harvesting , 2018, tm - Technisches Messen.

[78]  Esraa Samy Abu Serea,et al.  Thermoelectric Energy Harvesters: A Review of Recent Developments in Materials and Devices for Different Potential Applications , 2020, Topics in Current Chemistry.

[79]  Felisberto Pereira,et al.  Challenges in Resource-Constrained IoT Devices: Energy and Communication as Critical Success Factors for Future IoT Deployment , 2020, Sensors.

[80]  Mani B. Srivastava,et al.  Design considerations for solar energy harvesting wireless embedded systems , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[81]  Hyungchul Kim,et al.  CMOS passive wake-up circuit for sensor network applications , 2010 .

[82]  Gerd Scholl,et al.  A New Rectifier and Trigger Circuit for a Piezoelectric Microgenerator , 2009 .

[83]  Stefanos Manias,et al.  Variable Frequency Controller for Inductive Power Transfer in Dynamic Conditions , 2017, IEEE Transactions on Power Electronics.

[84]  Kin K. Leung,et al.  MAC Essentials for Wireless Sensor Networks , 2010, IEEE Communications Surveys & Tutorials.

[85]  Kuo-Hsien Hsia,et al.  Transmission Power Control for Wireless Sensor Network , 2017, J. Robotics Netw. Artif. Life.

[86]  Song Guo,et al.  Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective , 2016, IEEE Communications Standards.

[87]  Li Zheng,et al.  Silicon-based hybrid cell for harvesting solar energy and raindrop electrostatic energy , 2014 .

[88]  Olfa Kanoun,et al.  Energy-Efficient Routing Algorithm Based on Localization and Clustering Techniques for Agricultural Applications , 2019, IEEE Aerospace and Electronic Systems Magazine.

[89]  Thomas Keutel,et al.  Energy harvesting for a wireless monitoring system of overhead high-voltage power lines , 2013, Energy Harvesting for Wireless Sensor Networks.

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

[91]  Bilel Kallel,et al.  Passive Peak Voltage Sensor for Multiple Sending Coils Inductive Power Transmission System , 2019, 2019 IEEE International Symposium on Measurements & Networking (M&N).

[92]  Olfa Kanoun,et al.  Energy-efficient techniques in wireless sensor networks , 2018, Energy Harvesting for Wireless Sensor Networks.

[93]  Zhen Zhang,et al.  Wireless Power Transfer—An Overview , 2019, IEEE Transactions on Industrial Electronics.

[94]  Zeljko Pantic,et al.  A Smart Autonomous WPT System for Electric Wheelchair Applications With Free-Positioning Charging Feature , 2020, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[95]  Olfa Kanoun,et al.  Accurate Dynamic Voltage and Frequency Scaling Measurement for Low-Power Microcontrollors in Wireless Sensor Networks , 2020, Microelectron. J..

[96]  Hengyu Guo,et al.  Triboelectric Nanogenerator: A Foundation of the Energy for the New Era , 2018, Advanced Energy Materials.

[97]  Deepa Puneeth,et al.  Data Aggregation using Compressive Sensing for Energy Efficient Routing Strategy , 2020 .

[98]  Zhong Lin Wang,et al.  Environmental energy harvesting based on triboelectric nanogenerators , 2020 .

[99]  Olfa Kanoun,et al.  Benchmarking-Based Investigation on Energy Efficiency of Low-Power Microcontrollers , 2020, IEEE Transactions on Instrumentation and Measurement.

[100]  Ranjit Kaur,et al.  A survey and taxonomy on energy management schemes in wireless sensor networks , 2020, J. Syst. Archit..

[101]  Marco Ferrari,et al.  A new nano-power trigger circuit for battery-less power management electronics in energy harvesting systems , 2017 .

[102]  Alessandro Pozzebon,et al.  A Review of Energy Harvesting Techniques for Low Power Wide Area Networks (LPWANs) , 2020 .

[103]  Edgar Sanchez-Sinencio,et al.  Multiple Input Energy Harvesting Systems for Autonomous IoT End-Nodes , 2018 .

[104]  P S Jayakrishna,et al.  Energy efficient wireless sensor network assisted spectrum sensing for cognitive radio network , 2017, 2017 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS).

[105]  Chris Mi,et al.  A Review on the Recent Development of Capacitive Wireless Power Transfer Technology , 2017 .

[106]  Salvatore Baglio,et al.  Electromagnetic transducer with bistable-RMSHI for energy harvesting from very weak kinetic sources , 2018, 2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).

[107]  Taner Cevik,et al.  A directional multicasting-based architecture for wireless sensor networks , 2019, International Journal of Electronics.

[108]  Fernando Rangel de Sousa,et al.  Fine Tuning of an Inductive Link Through a Voltage-Controlled Capacitance , 2017, IEEE Transactions on Power Electronics.

[109]  Jun Wang,et al.  Intelligent data fusion algorithm based on hybrid delay-aware adaptive clustering in wireless sensor networks , 2020, Future Gener. Comput. Syst..

[110]  Mohammed Abo-Zahhad,et al.  Optimization of Transmitted Power and Modulation Level for Minimizing Energy Consumption in Wireless Sensor Networks , 2017, Wireless Personal Communications.

[111]  Chi K. Tse,et al.  Control Design for Optimizing Efficiency in Inductive Power Transfer Systems , 2018, IEEE Transactions on Power Electronics.

[112]  Faouzi Derbel,et al.  Fast and Efficient Dual-Forecasting Algorithm for Wireless Sensor Networks , 2015 .

[113]  Dong Sam Ha,et al.  A New Approach to Low-Power and Low-Latency Wake-Up Receiver System for Wireless Sensor Nodes , 2012, IEEE Journal of Solid-State Circuits.

[114]  Bilel Kallel,et al.  Wireless power transmission via a multi-coil inductive system , 2018 .

[115]  Yifei Wang,et al.  Powering future body sensor network systems: A review of power sources. , 2020, Biosensors & bioelectronics.

[116]  Xudong Wang,et al.  Piezoelectric nanogenerators—Harvesting ambient mechanical energy at the nanometer scale , 2012 .

[117]  Sadok Bdiri,et al.  An ultra-low power wake up receiver with flip flops based address decoder , 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

[118]  Chris Van Hoof,et al.  Hybrid Thermoelectric–Photovoltaic Generators in Wireless Electroencephalography Diadem and Electrocardiography Shirt , 2009 .

[119]  F. Fan,et al.  Flexible Nanogenerators for Energy Harvesting and Self‐Powered Electronics , 2016, Advanced materials.

[120]  Zhu Han,et al.  Wireless Charging Technologies: Fundamentals, Standards, and Network Applications , 2015, IEEE Communications Surveys & Tutorials.

[121]  Bernard H. Stark,et al.  Start-up circuit with low minimum operating power for microwatt energy harvesters , 2011, IET Circuits Devices Syst..

[122]  C. Kang,et al.  A brief review of sound energy harvesting , 2019, Nano Energy.

[123]  Dukju Ahn,et al.  Coupling Extraction and Maximum Efficiency Tracking for Multiple Concurrent Transmitters in Dynamic Wireless Charging , 2020, IEEE Transactions on Power Electronics.

[124]  Bilel Kallel,et al.  Large air gap misalignment tolerable multi-coil inductive power transfer for wireless sensors , 2016 .

[125]  Cem Ersoy,et al.  Wake-up receivers for wireless sensor networks: benefits and challenges , 2009, IEEE Wireless Communications.

[126]  Y. Suzuki,et al.  Low-Resonant-Frequency Micro Electret Generator for Energy Harvesting Application , 2009, 2009 IEEE 22nd International Conference on Micro Electro Mechanical Systems.

[127]  Olfa Kanoun,et al.  Ultralow Power Voltage Supervisor for Ambient Power-Driven Microcontroller Systems , 2019, IEEE Transactions on Industrial Electronics.

[128]  Aduwati Sali,et al.  Review of Energy Conservation Using Duty Cycling Schemes for IEEE 802.15.4 Wireless Sensor Network (WSN) , 2014, Wirel. Pers. Commun..

[129]  Pedro Lluís Miribel-Català,et al.  Power-Conditioning Circuitry for a Self-Powered System Based on Micro PZT Generators in a 0.13-$\mu\hbox{m}$ Low-Voltage Low-Power Technology , 2008, IEEE Transactions on Industrial Electronics.

[130]  Athanasios V. Vasilakos,et al.  Algorithm design for data communications in duty-cycled wireless sensor networks: A survey , 2013, IEEE Communications Magazine.

[131]  Michele Magno,et al.  Design, Implementation, and Performance Evaluation of a Flexible Low-Latency Nanowatt Wake-Up Radio Receiver , 2016, IEEE Transactions on Industrial Informatics.

[132]  Gyanendra Prasad Joshi,et al.  Cognitive Radio Wireless Sensor Networks: Applications, Challenges and Research Trends , 2013, Sensors.

[133]  H. Akinaga Recent advances and future prospects in energy harvesting technologies , 2020, Japanese Journal of Applied Physics.

[134]  Michele Magno,et al.  Optimum Excitations for a Dual-Band Microwatt Wake-Up Radio , 2016, IEEE Transactions on Microwave Theory and Techniques.

[135]  Yogendra Kumar Mishra,et al.  Recent Advances in Self‐Powered Tribo‐/Piezoelectric Energy Harvesters: All‐In‐One Package for Future Smart Technologies , 2020, Advanced Functional Materials.