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Study on IoT networks with the combined use of wireless power transmission and solar energy harvesting

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Abstract

The efficiency of Internet of Things (IoT) mobile networks is limited by the battery’s capacity in IoT devices. In addition to their replacement/recharge problem, batteries delimit devices’ processing and data forwarding capabilities, hence degrading the performance of IoT networks. Recent advances in Wireless Power Transmission (WPT) technology provide an attractive solution, namely Wireless Powered Communication (WPC), in which wireless devices are charged through wireless power transmitters. However, the design and prospect of WPC applications are challenged by the poor efficiency of long-distance WPT. On the other hand, solar energy harvesting is a conventional and natural method for conveying energy wirelessly to devices. This article reviews WPT technology as well as solar energy harvesting and investigates their challenges in IoT networks. It is shown that smart integration of these two energy supply methods to power IoT networks wirelessly leads to more efficient WPCs called green WPC. Three frameworks for green WPC have been investigated in this article. These methods are simulated and analyzed in a network and energy model in separate scenarios. Green WPC is a potential solution to create networks with a longer lifetime and higher reliability and flexibility than conventional battery-based methods.

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Abbreviations

\(P^{IoTnode}\) :

consumed power of an IoT device

\(P_{static}^{IoTnode}\) :

static part of consumed power

\(P_{dynamic}^{IoTnode}\) :

dynamic part of consumed power

\(P_{idle}\) :

power required in idle mode

\(P_{RX}\) :

power required in reception mode

\(P_{TX}\) :

power required in transmission mode

\(P_r\) :

available power at the receiver

\(P_T\) :

output power of the transmitter

T :

time interval

\(T_{RX}\) :

duration of reception

\(T_{TX}\) :

duration of transmission

\(G_T\) :

transmitter antenna gain

\(G_r\) :

receiver antenna gain

\( \lambda \) :

wavelength of the microwave signal

d :

distance

References

  1. Pattar S, Buyya R, Venugopal K R, Iyengar S and Patnaik L 2018 Searching for the IoT resources: Fundamentals, requirements, comprehensive review, and future directions. IEEE Commun. 20: 2101–2132, https://doi.org/10.1109/COMST.2018.2825231

    Article  Google Scholar 

  2. Kim T, Ramos C and Mohammed S 2017 Smart city and IoT. Future Gener. Comput. S. 76: 159–162, https://doi.org/10.1016/j.future.2017.03.034

    Article  Google Scholar 

  3. Verma A, Prakash S, Srivastava V, Kumar A and Mukhopadhyay S 2019 Sensing, controlling, and IoT infrastructure in smart building: a review. IEEE Sens. J. 19: 9036–9046, https://doi.org/10.1109/JSEN.2019.2922409

    Article  Google Scholar 

  4. Soni G, Gour S, Agarwal M, Sharma A and Shekhawat C 2021 IoT based smart agriculture monitoring system. Design Engineering, 2243–2253, https://doi.org/10.17762/de.vi.2240

  5. Shang X, Yin H, Liu A, Li M, Wang Y and Wang Y 2020 Secure green-oriented multiuser scheduling for wireless-powered internet of things. Wirel. Commun. 2020, https://doi.org/10.1155/2020/7845107

  6. Bi S, Ho C and Zhang R 2015 Wireless powered communication: Opportunities and challenges. IEEE Commun. Mag. 53: 117–125, https://doi.org/10.1109/MCOM.2015.7081084

    Article  Google Scholar 

  7. Swain B, Patnaik D, Halder J, Nayak P, Kar D and Bhuyan S 2019 Photovoltaic driven resonant wireless energy transfer system for implantable electronic sensor. Prog. Electromagn. Res. 85: 175–184, https://doi.org/10.2528/PIERM19073103

    Article  Google Scholar 

  8. Krishnapriya S, Chandrakar H, Komaragiri R and Suja K 2019 Performance analysis of planar microcoils for biomedical wireless power transfer links. Sādhanā, 44: 1–8, https://doi.org/10.1007/s12046-019-1170-5

  9. Guegan L and Orgerie A-C 2019 Estimating the end to-end energy consumption of low-bandwidth IoT applications for WiFi devices. In: Proceedings of the IEEE International Conference on Cloud Computing Technology and Science (CloudCom), pp. 287–294, https://doi.org/10.1109/CloudCom.2019.00049

  10. Zhang Z, Shu L, Zhu C and Mukherjee M 2017 A short review on sleep scheduling mechanism in wireless sensor networks. In: Proceedings of the International conference on heterogeneous networking for quality, reliability, security and robustness, pp. 66–70 https://doi.org/10.1007/978-3-319-78078-87

  11. Ever E, Shah P, Mostarda L, Omondi F and Gemikonakli O 2019 On the performance, availability and energy consumption modelling of clustered IoT systems. Computing 101: 1935–1970, https://doi.org/10.1007/s00607-019-00720-9

  12. Wang C, Li J, Yang Y and Ye F 2016 A hybrid framework combining solar energy harvesting and wireless charging for wireless sensor networks. In: Proceedings of the IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications, pp. 1–9 https://doi.org/10.1109/INFOCOM.2016.7524337

  13. Kumar K and Lu Y-H 2010 Cloud computing for mobile users: Can offloading computation save energy. Computer 43: 51–56 https://doi.org/10.1109/MC.2010.98

    Article  Google Scholar 

  14. Stusek M, Zeman K, Masek P, Sedova J and Hosek J 2019 IoT protocols for low-power massive IoT: a communication perspective. In: Proceedings of the 2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), pp. 1–7, https://doi.org/10.1109/ICUMT48472.2019.8970868

  15. Ikpehai A, Adebisi B, Rabie K M, Anoh K, Ande R E, Hammoudeh M, Gacanin H and Mbanaso U M 2018 Low-power wide area network technologies for Internet-of-Things: A comparative review. IEEE Internet Things J. 6: 2225–2240, https://doi.org/10.1109/JIOT.2018.2883728

    Article  Google Scholar 

  16. Nikoukar A, Raza S, Poole A, Guneş M and Dezfouli B 2018 Low-power wireless for the Internet of Things: Standards and applications. IEEE Access. 6: 67893–67926, https://doi.org/10.1109/ACCESS.2018.2879189

    Article  Google Scholar 

  17. Niyato D, Kim D, Maso M and Han Z 2017 Wireless powered communication networks: Research directions and technological approaches. IEEE Wirel. Commun. 24: 88–97, https://doi.org/10.1109/MWC.2017.1600116

    Article  Google Scholar 

  18. Eidaks J, Litvinenko A, Aboltins A and Pikulins D 2019 Signal waveform impact on efficiency of low power harvesting devices in WSN. In: Proceedings of the 2019 IEEE Microwave Theory and Techniques in Wireless Communications (MTTW), pp. 57–61, https://doi.org/10.1109/MTTW.2019.8897262

  19. Sharma S, Kumar R, Singh A and Singh J 2020 Wireless information and power transfer using single and multiple path relays. Int. J. Commun. Syst. 33: e4464, https://doi.org/10.1002/dac.4464

  20. Psomopoulos C 2013 Solar Energy: Harvesting the sun’s energy for a sustainable future. In: Kauffman J., Lee KM. (eds) Handbook of Sustainable Engineering. Springer, Dordrecht. p. 1065–1107, https://doi.org/10.1007/978-1-4020-8939-8_117

  21. Samijayani O, Firdaus H and Mujadin A 2017 Solar energy harvesting for wireless sensor networks node. In: Proceedings of the 2017 International Symposium on Electronics and Smart Devices (ISESD), pp. 30-33, https://doi.org/10.1109/ISESD.2017.8253300

  22. Yi J and Yoon I 2019 Efficient energy supply using mobile charger for solar-powered wireless sensor networks. Sensors. 19: 2679 https://doi.org/10.3390/s19122679

  23. Mekikis P, Kartsakli E, Antonopoulos A, Alonso L and Verikoukis C 2018 Connectivity analysis in clustered wireless sensor networks powered by solar energy. IEEE Trans. Wirel. Commun. 17: 2389–2401, https://doi.org/10.1109/TWC.2018.2794963

    Article  Google Scholar 

  24. Raghunathan V, Kansal A, Hsu J, Friedman J and Srivastava M 2005 Design considerations for solar energy harvesting wireless embedded systems. In: Proceedings of the IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, pp. 457–462, https://doi.org/10.1109/IPSN.2005.1440973

  25. Bi S, Zeng Y and Zhang R 2016 Wireless powered communication networks: An overview. IEEE Wirel. Commun. 23: 10–18, https://doi.org/10.1109/MWC.2016.7462480

    Article  Google Scholar 

  26. Nguyen M, Nguyen C, Truong L, Le A, Quyen T, Masaracchia A and Teague K 2020 Electromagnetic field based WPT technologies for UAVS: A comprehensive survey. Electronics. 9: 461, https://doi.org/10.3390/electronics9030461

    Article  Google Scholar 

  27. Ma D and Kb R 2021 Systematic literature review on wireless power transmission. Turk. J. Comput. Math. Educ. 12: 4400-4406, https://doi.org/10.17762/turcomat.v12i10.5175

  28. Lu X, Wang P, Niyato D, Kim D and Han Z 2014 Wireless networks with RF energy harvesting: A contemporary survey. IEEE Commun. Surv. Tutor., 17(2), 757–789. https://doi.org/10.1109/COMST.2014.2368999

    Article  Google Scholar 

  29. Kurs A, Karalis A, Moffatt R, Joannopoulos J, Fisher P and Soljacić M 2007 Wireless power transfer via strongly coupled magnetic resonances. Science. 317: 83–86, https://doi.org/10.1126/science.1143254

  30. Wang Y, Qiao J, Du J, Wang F and Zhang W 2018 A view of research on wireless power transmission. J. Phys.: Conf. Ser. 1074: 012140 https://doi.org/10.1088/1742-6596/1074/1/012140

  31. Oruganti S, Khosla A and Thundat T 2020 Wireless power-data transmission for industrial internet of things: Simulations and experiments. IEEE Access. 8: 187965–187974 https://doi.org/10.1109/access.2020.3030658

    Article  Google Scholar 

  32. Oruganti S, Liu F, Paul D, Liu J, Malik J, Feng K, Kim H, Liang Y, Thundat T and Bien F 2020 Experimental realization of Zenneck type wave-based non-radiative, non-coupled wireless power transmission. Sci. Rep. 10: 1–12, https://doi.org/10.1038/s41598-020-57554-1

  33. Wu Q, Tao M, Ng D, Chen W and Schober R 2015 Energy-efficient resource allocation for wireless powered communication networks. IEEE Trans. Wirel. Commun. 15: 2312–2327 https://doi.org/10.1109/TWC.2015.2502590

    Article  Google Scholar 

  34. Ju H and Zhang R 2013 Throughput maximization in wireless powered communication networks. IEEE Trans. Wirel. Commun. 13: 418–428 https://doi.org/10.1109/TWC.2013.112513.130760

    Article  Google Scholar 

  35. Le S-P, Van Nguyen M-S, Do D-T, Nguyen H-N, Nguyen N-L, Nguyen N-T and Voznak M2020 Enabling wireless power transfer and multiple antennas selection to IoT network relying on NOMA. Elektron. ir Elektrotech. 26: 59–65, https://doi.org/10.5755/j01.eie.26.5.27889

  36. Feng W, Tang J, Yu Y, Song J, Zhao N, Chen G, Wong K and Chambers J 2020 UAVenabled SWIPT in IoT networks for emergency communications. IEEE Wirel. Commun. 27: 140–147, https://doi.org/10.1109/MWC.001.1900656

    Article  Google Scholar 

  37. Lhazmir S, Oualhaj O, Kobbane A and Ben-Othman J 2020 UAV for wireless power transfer in IoT networks: A GMDP approach. In: Proceedings of the ICC 2020-2020 IEEE International Conference on Communications (ICC), pp. 1–6 https://doi.org/10.1109/ICC40277.2020.9148956

  38. Su C, Ye F, Wang L, Wang L, Tian Y and Han Z 2020 UAV-assisted wireless charging for energy-constrained IoT devices using dynamic matching. IEEE Internet Things J. 7(6), 4789–4800. https://doi.org/10.1109/JIOT.2020.2968346

    Article  Google Scholar 

  39. Jeganathan A and Muthuchidambaranathan P 2021 Outage and throughput analysis of UAV-assisted wirelesspowered IoT sensor networks over Nakagami-m fading channel with non-linear energy harvester. Sadhana. 46: 1–9, https://doi.org/10.1007/s12046-021-01678-1

  40. Zhao M, Li J and Yang Y 2014 A framework of joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks. IEEE Trans. Mob. Comput. 13: 2689–2705 https://doi.org/10.1109/TMC.2014.2307335

    Article  Google Scholar 

  41. Shi Y, Xie L, Hou Y and Sherali H 2011 On renewable sensor networks with wireless energy transfer. In: Proceedings of the IEEE INFOCOM, pp. 1350–1358, https://doi.org/10.1109/INFCOM.2011.5934919

  42. Angelopoulos C, Nikoletseas S, Raptis T, Raptopoulos C and Vasilakis F 2015 Improving sensor network performance with wireless energy transfer. Int. J. Ad. Hoc. Ubiquitous Comput. 20: 159–171 https://doi.org/10.1504/IJAHUC.2015.073169

  43. Guo S, Wang C and Yang Y 2014 Joint mobile data gathering and energy provisioning in wireless rechargeable sensor networks. IEEE Trans. Mob. Comput. 13: 2836–2852, https://doi.org/10.1109/TMC.2014.2307332

    Article  Google Scholar 

  44. Zhou X, Zhang R and Ho C 2013 Wireless information and power transfer: Architecture design and rate-energy tradeo. IEEE Trans. Commun. 61: 4754–4767, https://doi.org/10.1109/TCOMM.2013.13.120855

    Article  Google Scholar 

  45. Sanislav T, Mois G, Zeadally S and FoleaS 2021 Energy harvesting techniques for internet of things (IoT). IEEE Access. 9: 39530–39549. https://doi.org/10.1109/ACCESS.2021.3064066

  46. Dai H, Liu Y, Chen G, Wu X, He T, Liu A and Ma H 2017 Safe charging for wireless power transfer. IEEE ACM Trans. Netw. 25: 3531–3544 https://doi.org/10.1109/TNET.2017.2750323

    Article  Google Scholar 

  47. Kazmerski L 2016 Renewable and sustainable energy reviews. Renew. Sustain. Energy Rev, 38: 834–847

    Google Scholar 

  48. Simjee F and Chou P 2008 Efficient charging of supercapacitors for extended lifetime of wireless sensor nodes. IEEE Trans. Power Electron. 23: 1526–1536, https://doi.org/10.1109/TPEL.2008.921078

    Article  Google Scholar 

  49. Rahimi M, Shah H, Sukhatme G, Heideman J and Estrin D 2003 Studying the feasibility of energy harvesting in a mobile sensor network. In: Proceedings of the 2003 IEEE International Conference on Robotics and Automation, pp. 19–24, https://doi.org/10.1109/ROBOT.2003.1241567

  50. Kalpana Chaudhary K and Deepak Kumar D 2018 Satellite solar wireless power transfer for baseload ground supply: clean energy for the future. Eur. J. Futures Res. 6: 9 https://doi.org/10.1186/s40309-018-0139-7

  51. Karbhari G and Nema P 2020 Adaptive Solar Energy Management System based on Internet of Things. IJRASET. 8 : 471– 474, https://doi.org/10.22214/ijraset.2020.3089

  52. Cheddadi Y, Cheddadi H, Cheddadi F, Errahimi F and Es-sbai N 2020 Design and implementation of an intelligent low-cost IoT solution for energy monitoring of photovoltaic stations. SN Appl. Sci. 2: 1–11 https://doi.org/10.1007/s42452-020-2997-4

  53. Spanias A 2017 Solar energy management as an Internet of Things (IoT) application. In: Proceedings of the 8th International Conference on Information, Intelligence, Systems & Applications (IISA), pp. 1–4, https://doi.org/10.1109/IISA.2017.8316460

  54. Kjellby R, Johnsrud T, Loetveit S, Cenkeramaddi L, Hamid M and Beferull-Lozano B 2018 Self-powered IoT device for indoor applications. In: Proceedings of the 31st International Conference on VLSI Design and 2018 17th International Conference on Embedded Systems (VLSID), pp. 455–456, https://doi.org/10.1109/VLSID.2018.110

  55. Nguyen A, Santos P, Rosa M and Aguiar A 2018 Study on solar-powered IoT node autonomy. In: Proceedings of the 2018 IEEE International Smart Cities Conference (ISC2), pp. 1–2, https://doi.org/10.1109/ISC2.2018.8656701

  56. Panda K, Behera N and Parida S 2017 Wireless power transfer application in solar power inverter integrated internet of things based home automation. In: Proceedings of the 2017 International Conference on Power and Embedded Drive Control (ICPEDC), pp. 112–117 https://doi.org/10.1109/ICPEDC.2017.8081070

  57. Kraemer F, Palma D, Braten A and Ammar D 2020 Operationalizing solar energy predictions for sustainable, autonomous IoT device management. IEEE Internet Things J. 7: 11803-11814 https://doi.org/10.1109/JIOT.2020.3002330

    Article  Google Scholar 

  58. Ram S, Chourasia S, Das B, Swain A, Mahapatra K and Mohanty S 2020 A solar based power module for battery-less IoT sensors towards sustainable smart cities. In: Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp. 458–463, https://doi.org/10.1109/ISVLSI49217.2020.00-14

  59. Mondal S and Paily R 2017 Efficient solar power management system for self-powered IoT node. IEEE Trans. Circuits Syst. I: Regul. Pap. 64: 2359–2369 https://doi.org/10.1109/TCSI.2017.2707566

  60. Tan Y and Panda S 2010 Energy harvesting from hybrid indoor ambient light and thermal energy sources for enhanced performance of wireless sensor nodes. IEEE Trans. Ind. Electron. 58: 4424–4435, https://doi.org/10.1109/TIE.2010.2102321

  61. Zhao M and Yang Y 2011 A framework for mobile data gathering with load balanced clustering and MIMO uploading. In: Proceedings of the IEEE INFOCOM, pp. 2759–2767, https://doi.org/10.1109/INFCOM.2011.5935108

  62. Georgiadis A and Collado A 2013 Solar powered class-E active antenna oscillator for wireless power transmission. In: Proceedings of the 2013 IEEE Radio and Wireless Symposium, pp. 40–42, https://doi.org/10.1109/RWS.2013.6486634

  63. Georgiadis A and Collado A 2012 Improving range of passive RFID tags utilizing energy harvesting and high efficiency class-E oscillators. 2012 6th European Conference on Antennas and Propagation (EUCAP), pp. 3455–3458, https://doi.org/10.1109/EuCAP.2012.6206429

  64. Wu Q, Chen W, Ng D and Schober R 2018 Spectral and energy-efficient wireless powered IoT networks: NOMA or TDMA. IEEE Trans. Veh. Technol. 67: 6663–6667 https://doi.org/10.1109/TVT.2018.2799947

    Article  Google Scholar 

  65. Xie L, Shi Y, Hou Y and Sherali H 2012 Making sensor networks immortal: An energy-renewal approach with wireless power transfer. IEEE ACM Trans. Netw. 20: 1748–1761 https://doi.org/10.1109/TNET.2012.2185831

    Article  Google Scholar 

  66. Krikidis I, Timotheou S, Nikolaou S, Zheng G, Ng D and Schober R 2014 Simultaneous wireless information and power transfer in modern communication systems. IEEE Commun. Mag. 52: 104–110, https://doi.org/10.1109/MCOM.2014.6957150

    Article  Google Scholar 

  67. Lee H, and Lee J 2020 Adaptive wireless power transfer beam scheduling for non-static IoT devices using deep reinforcement learning. IEEE Access. 8: 206659–206673 https://doi.org/10.1109/ACCESS.2020.3037323

    Article  Google Scholar 

  68. Balanis C 2015 Antenna theory: analysis and design, John Wiley & Sons.

  69. Stoopman M, Keyrouz S, Visser H, Philips K and Serdijn W 2014 Co-design of a CMOS rectifier and small loop antenna for highly sensitive RF energy harvesters. IEEE J. Solid-State Circuits. 49: 622–634 https://doi.org/10.1109/JSSC.2014.2302793

    Article  Google Scholar 

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Chinipardaz, M., Amraee, S. Study on IoT networks with the combined use of wireless power transmission and solar energy harvesting. Sādhanā 47, 86 (2022). https://doi.org/10.1007/s12046-022-01829-y

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