Reincarnation in the Ambiance: Devices and Networks with Energy Harvesting

Miniaturization of devices with higher computational capacity coupled with advancement in communication technologies is driving the growth of deployment of sensors and actuators in our surroundings. To keep up the pace with this growth, these tiny, battery-powered devices need small-sized and high-energy density batteries for longer operational time, which calls for improvement in battery technologies. An alternative is to harvest energy from the environment. An important aspect of energy harvesting is that the devices go through birth and death cycles with respect to their power unlike battery powered ones. Another important aspect is that contextual information is also generated while devices harvest energy from their ambiance. In this article we provide a comprehensive study of various types of energy harvesting techniques. We then provide some models used in energy harvesting systems and the design of such systems. We also throw light on the power management and networking aspects of the energy harvesting devices. At the end we discuss the major issues and avenues for further research.

[1]  Ignas G. Niemegeers,et al.  A novel DTN based energy neutral transfer scheme for energy harvested WSN Gateways , 2011, PERV.

[2]  Deborah Estrin,et al.  Directed diffusion for wireless sensor networking , 2003, TNET.

[3]  M. Muselli,et al.  Stochastic study of hourly total solar radiation in Corsica using a Markov model , 2000 .

[4]  David E. Culler,et al.  Perpetual environmentally powered sensor networks , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[5]  Christian Steger,et al.  HANS: Harvesting aware networking service for energy management in wireless sensor networks , 2011, 2011 18th International Conference on Telecommunications.

[6]  Martin A. Green,et al.  Solar cell efficiency tables (version 39) , 2012 .

[7]  Pai H. Chou,et al.  Power utility maximization for multiple-supply systems by a load-matching switch , 2004, Proceedings of the 2004 International Symposium on Low Power Electronics and Design (IEEE Cat. No.04TH8758).

[8]  S. Kim,et al.  Trio: enabling sustainable and scalable outdoor wireless sensor network deployments , 2006, 2006 5th International Conference on Information Processing in Sensor Networks.

[9]  Chih-Chiang Hua,et al.  Study of maximum power tracking techniques and control of DC/DC converters for photovoltaic power system , 1998, PESC 98 Record. 29th Annual IEEE Power Electronics Specialists Conference (Cat. No.98CH36196).

[10]  Luca Benini,et al.  Algorithms for harvested energy prediction in batteryless wireless sensor networks , 2009, 2009 3rd International Workshop on Advances in sensors and Interfaces.

[11]  Joseph A. Paradiso,et al.  Energy Metering for Free: Augmenting Switching Regulators for Real-Time Monitoring , 2008, 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008).

[12]  Carl A. Nelson,et al.  Power harvesting for railroad track health monitoring using piezoelectric and inductive devices , 2008, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[13]  Ingrid Moerman,et al.  Design and Implementation of a Generic Energy-Harvesting Framework Applied to the Evaluation of a Large-Scale Electronic Shelf-Labeling Wireless Sensor Network , 2010, EURASIP J. Wirel. Commun. Netw..

[14]  Jiann-Fuh Chen,et al.  Novel maximum-power-point-tracking controller for photovoltaic energy conversion system , 2001, IEEE Trans. Ind. Electron..

[15]  Michail E. Kiziroglou,et al.  MEMS Energy Harvesting Powered Wireless Biometric Sensor , 2009, 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks.

[16]  Andrea Fumagalli,et al.  Cooperative and Reliable ARQ Protocols for Energy Harvesting Wireless Sensor Nodes , 2007, IEEE Transactions on Wireless Communications.

[17]  Neelesh B. Mehta,et al.  Implications of Energy Profile and Storage on Energy Harvesting Sensor Link Performance , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[18]  Dusit Niyato,et al.  Sleep and Wakeup Strategies in Solar-Powered Wireless Sensor/Mesh Networks: Performance Analysis and Optimization , 2007, IEEE Transactions on Mobile Computing.

[19]  Mohammed Atiquzzaman,et al.  Wireless sensor network for aircraft health monitoring , 2004, First International Conference on Broadband Networks.

[20]  Luca Benini,et al.  Adaptive Power Management in Energy Harvesting Systems , 2007, 2007 Design, Automation & Test in Europe Conference & Exhibition.

[21]  Qing Wu,et al.  An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems , 2009, 2009 46th ACM/IEEE Design Automation Conference.

[22]  Chris Van Hoof,et al.  Thermoelectric and Hybrid Generators in Wearable Devices and Clothes , 2009, 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks.

[23]  Mani B. Srivastava,et al.  An environmental energy harvesting framework for sensor networks , 2003, ISLPED '03.

[24]  R. Bonert,et al.  Characterization of double-layer capacitors (DLCs) for power electronics applications , 1998, Conference Record of 1998 IEEE Industry Applications Conference. Thirty-Third IAS Annual Meeting (Cat. No.98CH36242).

[25]  Jan M. Rabaey,et al.  Energy aware routing for low energy ad hoc sensor networks , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).

[26]  Jon Crowcroft,et al.  Siphon: overload traffic management using multi-radio virtual sinks in sensor networks , 2005, SenSys '05.

[27]  Patrick L. Chapman Power management for energy harvesting devices , 2009, 2009 IEEE Radio and Wireless Symposium.

[28]  Naehyuck Chang,et al.  Maximum power transfer tracking for a photovoltaic-supercapacitor energy system , 2010, 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED).

[29]  Cher Ming Tan,et al.  A possible reality on battery-less low-power portable electronics , 2010, 2010 5th IEEE Conference on Industrial Electronics and Applications.

[30]  Mani B. Srivastava,et al.  Harvesting aware power management for sensor networks , 2006, 2006 43rd ACM/IEEE Design Automation Conference.

[31]  Roy D. Yates,et al.  A generic model for optimizing single-hop transmission policy of replenishable sensors , 2009, IEEE Transactions on Wireless Communications.

[32]  Neelesh B. Mehta,et al.  Voluntary Energy Harvesting Relays and Selection in Cooperative Wireless Networks , 2010, IEEE Transactions on Wireless Communications.

[33]  Hwee Pink Tan,et al.  Design and performance analysis of MAC schemes for Wireless Sensor Networks Powered by Ambient Energy Harvesting , 2011, Ad Hoc Networks.

[34]  Chandra R. Murthy Power Management and Data Rate Maximization in Wireless Energy Harvesting Sensors , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[35]  S. M. Heemstra de Groot,et al.  Power-aware routing in mobile ad hoc networks , 1998, MobiCom '98.

[36]  Vijay K. Bhargava,et al.  Wireless sensor networks with energy harvesting technologies: a game-theoretic approach to optimal energy management , 2007, IEEE Wireless Communications.

[37]  Vijay Raghunathan,et al.  Design and Power Management of Energy Harvesting Embedded Systems , 2006, ISLPED'06 Proceedings of the 2006 International Symposium on Low Power Electronics and Design.

[38]  Hwee Pink Tan,et al.  Impact of Power Control in Wireless Sensor Networks Powered by Ambient Energy Harvesting (WSN-HEAP) for Railroad Health Monitoring , 2009, 2009 International Conference on Advanced Information Networking and Applications Workshops.

[39]  Top 10 Reasons for using Ultracapacitors in your system designs , 2012 .

[40]  Cesare Alippi,et al.  An Adaptive System for Optimal Solar Energy Harvesting in Wireless Sensor Network Nodes , 2008, IEEE Transactions on Circuits and Systems I: Regular Papers.

[41]  Hwee Pink Tan,et al.  Empirical modeling of a solar-powered energy harvesting wireless sensor node for time-slotted operation , 2011, 2011 IEEE Wireless Communications and Networking Conference.

[42]  Cesare Alippi,et al.  Energy storage mechanisms in low power embedded systems: Twin batteries and supercapacitors , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[43]  Christian Steger,et al.  Designing of efficient energy harvesting systems for autonomous WSNs using a tier model , 2011, 2011 18th International Conference on Telecommunications.

[44]  C. Farrar,et al.  A Mobile Host Approach for Wireless Powering and Interrogation of Structural Health Monitoring Sensor Networks , 2009, IEEE Sensors Journal.

[45]  David Atienza,et al.  Prediction and management in energy harvested wireless sensor nodes , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[46]  Ting Zhu,et al.  Leakage-aware energy synchronization for wireless sensor networks , 2009, MobiSys '09.

[47]  Neil M. White,et al.  An Empirical Energy Model for Supercapacitor Powered Wireless Sensor Nodes , 2008, 2008 Proceedings of 17th International Conference on Computer Communications and Networks.

[48]  Charles R. Farrar,et al.  Energy Harvesting for Structural Health Monitoring Sensor Networks , 2008 .

[49]  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..

[50]  Pai H. Chou,et al.  DuraCap: A supercapacitor-based, power-bootstrapping, maximum power point tracking energy-harvesting system , 2010, 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED).

[51]  Pai H. Chou,et al.  Everlast: long-life, supercapacitor-operated wireless sensor node , 2005, SenSys '05.

[52]  H. L. Lee,et al.  Operating principles of the ultracapacitor , 1989 .

[53]  Ignas G. Niemegeers,et al.  Exploring system parameters for viability of energy harvesting technologies , 2011, 2011 Third International Conference on Communication Systems and Networks (COMSNETS 2011).

[54]  B. Sikdar,et al.  Modeling and analysis of energy harvesting nodes in wireless sensor networks , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[55]  D. V. Ragone Review of Battery Systems for Electrically Powered Vehicles , 1968 .

[56]  Adam Dunkels,et al.  Solar-aware clustering in wireless sensor networks , 2004, Proceedings. ISCC 2004. Ninth International Symposium on Computers And Communications (IEEE Cat. No.04TH8769).

[57]  Hartmut Ritter,et al.  Utilizing solar power in wireless sensor networks , 2003, 28th Annual IEEE International Conference on Local Computer Networks, 2003. LCN '03. Proceedings..

[58]  David Lindley The energy should always work twice , 2009, Nature.

[59]  P.L. Chapman,et al.  Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques , 2007, IEEE Transactions on Energy Conversion.

[60]  L. Benini,et al.  Photovoltaic cell modeling for solar energy powered sensor networks , 2007, 2007 2nd International Workshop on Advances in Sensors and Interface.

[61]  Jan M. Rabaey,et al.  A study of low level vibrations as a power source for wireless sensor nodes , 2003, Comput. Commun..

[62]  Purushottam Kulkarni,et al.  Energy Harvesting Sensor Nodes: Survey and Implications , 2011, IEEE Communications Surveys & Tutorials.

[63]  Ignas G. Niemegeers,et al.  Providing security in energy harvesting sensor networks , 2011, 2011 IEEE Consumer Communications and Networking Conference (CCNC).

[64]  Luca Benini,et al.  Design of a Solar-Harvesting Circuit for Batteryless Embedded Systems , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[65]  B. Conway Electrochemical Supercapacitors: Scientific Fundamentals and Technological Applications , 1999 .

[66]  Joseph Sankman,et al.  Supercapacitor-based reconfigurable energy management unit for autonomous wireless sensor nodes , 2011, 2011 IEEE International Symposium of Circuits and Systems (ISCAS).

[67]  P.H. Chou,et al.  Efficient Charging of Supercapacitors for Extended Lifetime of Wireless Sensor Nodes , 2008, IEEE Transactions on Power Electronics.

[68]  Mani B. Srivastava,et al.  Performance aware tasking for environmentally powered sensor networks , 2004, SIGMETRICS '04/Performance '04.

[69]  J.M. Conrad,et al.  A survey of energy harvesting sources for embedded systems , 2008, IEEE SoutheastCon 2008.

[70]  S. Saggini,et al.  Supercapacitor-based hybrid storage systems for energy harvesting in wireless sensor networks , 2010, 2010 Twenty-Fifth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[71]  Pai H. Chou,et al.  AmbiMax: Autonomous Energy Harvesting Platform for Multi-Supply Wireless Sensor Nodes , 2006, 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks.

[72]  David L. Churchill,et al.  Power management for energy harvesting wireless sensors , 2005, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[73]  R. Kötz,et al.  Temperature behavior and impedance fundamentals of supercapacitors , 2006 .

[74]  Neil M. White,et al.  Energy devices for sensor networks: Properties for simulation and deployment , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[75]  L. Ventura,et al.  An experimental evaluation of surrounding RF energy harvesting devices , 2010, The 40th European Microwave Conference.

[76]  Sennur Ulukus,et al.  Information-theoretic analysis of an energy harvesting communication system , 2010, 2010 IEEE 21st International Symposium on Personal, Indoor and Mobile Radio Communications Workshops.

[77]  Dong-Seok Hyun,et al.  An improved MPPT converter using current compensation method for small scaled PV-applications , 2003, Eighteenth Annual IEEE Applied Power Electronics Conference and Exposition, 2003. APEC '03..

[78]  R. Venkatesha Prasad,et al.  Smart applications for energy harvested WSNs , 2010, 2010 Second International Conference on COMmunication Systems and NETworks (COMSNETS 2010).

[79]  A. B. Cultura,et al.  Performance evaluation of a supercapacitor module for energy storage applications , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[80]  K G SeahWinston,et al.  Design and performance analysis of MAC schemes for Wireless Sensor Networks Powered by Ambient Energy Harvesting , 2011, AdHocNets 2011.

[81]  Faruk Yildiz,et al.  Potential Ambient Energy-Harvesting Sources and Techniques , 2009 .

[82]  Irene M. Plitz,et al.  A comparative study of Li-ion battery, supercapacitor and nonaqueous asymmetric hybrid devices for automotive applications , 2003 .

[83]  R. Kötz,et al.  Principles and applications of electrochemical capacitors , 2000 .

[84]  T. Otterpohl,et al.  Power management for thermal energy harvesting in aircrafts , 2008, 2008 IEEE Sensors.

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

[86]  Zhi Ang Eu,et al.  Wireless sensor networks powered by ambient energy harvesting (WSN-HEAP) - Survey and challenges , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[87]  Zhi Ang Eu,et al.  Wireless Sensor Networks Powered by Ambient Energy Harvesting: An Empirical Characterization , 2010, 2010 IEEE International Conference on Communications.

[88]  Luca Benini,et al.  Real-time scheduling with regenerative energy , 2006, 18th Euromicro Conference on Real-Time Systems (ECRTS'06).

[89]  Chin Keong Ho,et al.  Markovian models for harvested energy in wireless communications , 2010, 2010 IEEE International Conference on Communication Systems.

[90]  Andrea Acquaviva,et al.  Energetic sustainability of routing algorithms for energy-harvesting wireless sensor networks , 2007, Comput. Commun..

[91]  Conversion and delivery of electrical energy in the 21st century , 2008, IEEE Power & Energy Society General Meeting.

[92]  Jürgen Nuffer,et al.  APPLICATION OF PIEZOELECTRIC MATERIALS IN TRANSPORTATION INDUSTRY , 2006 .

[93]  P. Barrade Series Connection of Supercapacitors: Comparative Study of Solutions for the Active equalization of the Voltages , 2002 .