A Review on Energy Efficient Techniques for Wireless Sensor Networks
Keywords:
Wireless Sensor NetworksAbstract
Recent advancements have demonstrated that Wireless Sensor Networks (WSNs) that harvest energy from the surrounding environment have the potential to enable continuous network operations using renewable energy sources. However, the spatio-temporal nature of such networks results in significant variations and only allows for intermittent recharging opportunities, leading to minimal data service sustainability. Among the numerous challenges faced by WSNs, energy-aware routing represents a critical constraint that limits the network's performance. Battery limitations also pose a significant challenge, particularly for battery-powered sensors that consume significant amounts of energy and quickly deplete their battery life. Therefore, this research paper explores various techniques for recharging sensor nodes (SNs) and proposes a robust model that can be utilized in an ad hoc on-demand distance vector routing protocol (AODV) scenario. This model not only improves the energy efficiency of WSNs but also enhances their overall lifespan and reduces traffic congestion.
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S. S. R. Gandham, M. Dawande, R. Prakash, and S. Venkatesan, “Energy Efficient Schemes for WSN with Multiple Mobile Base Stations,” GLOBECOM '03 IEEE Global Telecommunications Conference., DOI: 10.1109/GLOCOM.2003.1258265, pp. 377-381, 2004.
T. Y. Tsai, W. C. Lan, C. Liu, and M. T. Sun, “Distributed Compressive Data Aggregation in Large-Scale Wireless Sensor Networks,” Journal of Advances in Computer Networks., Vol. 1, No. 4, pp. 295-300, 2012.
A. Patooghy and M. Kamarei, A. Farajzadeh, F. Tavakoli, and M. Saeidmanesh, “Load- Balancing Enhancement by a Mobile Data Collector in Wireless Sensor Networks,” International Conference on Sensing Technology, Liverpool, UK., pp. 634-638, 2014.
M. Zhao and Y. Yang, “A Framework of Joint Mobile Energy Replenishment & Data Gethering in Wireless Rechargeable Sensor Networks,” IEEE Transactions on Mobile Computing., Vol. 13, No. 12, pp. 2689-2703, 2014.
R. L. Rosa, G. Zoppi, A. Finnochhiaro, G. Papotto, L. D. Donato and G. Sorbello, “An Over-the-Distance Wireless Battery Charger based on RF Energy Harvesting,” IEEE., pp. 1-4, 2017.
B. Strassner and K. Chang, “Microwave power transmission: Historical milestones and system components,” Proc. IEEE., Vol. 101, No. 6, pp. 1379-1396, 2013.
Qingwen Liu et al., “Charging unplugged: will distributed laser charging for mobile wireless power transfer work,” IEEE Vehicular Technology Magazine, Vol. 11, No. 4, pp. 36-45, 2016.
S. Kim, J. T. Boys, “Tripolar Pad for Inductive Power Transfer Systems for EV Charging,” IEEE Trans. Power Electron., vol. 32, no. 7, pp. 5045-5057, 2017.
S. Li, C. Mi, “Wireless Power Transfer for Electric Vehicle Applications,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 3, no. 1, pp. 4-17, 2015.
D. E. Raible. “High intensity laser power beaming for wireless power transmission,” Master’s Thesis, Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, OH, May, 2008.
N. Kawashima, and K. Takeda, “Laser Energy Transmission for a Wireless Energy Supply to Robots,” in Proc. Symposium on Automation and Robotics in Construction, pp. 373-380, 2005.
Dele Shi et al., “Research on wireless power transmission system between satellites,” in Proc. WPTC, pp. 1-4, 2016.
D. E. Raible. “Free space optical communications with high intensity laser power beaming,” Doctor’s Thesis, Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, OH, June, 2011.
W. C. Brown, "Satellite power stations: a new source of energy?," IEEE Spectrum, vol. 10, no. 3, pp. 38-47, March 1973.
R. M. Dickinson and W. C. Brown, ‘‘Radiated microwave power transmission system efficiency measurements,’’ Jet Propulsion Lab., California Inst. Technol., Pasadena, CA, USA, Tech. Memo 33-727, Mar. 15, 1975.
R. M. Dickinson, “Reception-conversion subsystem (RXCV) transmission system,” Raytheon Final Rep. Microwave Power, ER75- 4386, Sep. 1975, JPL Contract 953968, NASA Contract NAS 7-100.
J. Schlesak, A. Alden, and T. Ohno, “SHARP rectenna and low altitude flight trials,” in Proc. IEEE Global Telecommun. Conf., New Orleans, LA, USA, Dec. 2–5, 1985.
Y. Fujino, T. Ito, N. Kaya, H. Matsumoto, K. Kawabata, H. Sawada, and T. Onodera, “A rectenna for MILAX,” in Proc. Wireless Power Transm. Conf., Feb. 1993, pp. 273–277.
N. Shinohara and H. Matsumoto, "Experimental study of large rectenna array for microwave energy transmission," IEEE Transactions on Microwave Theory and Techniques, vol. 46, no. 3, pp. 261-268, March 1998.
X. Yi, X. Chen, L. Zhou, S. Hao, B. Zhang and X. Duan, "A microwave power transmission experiment based on the near-field focused transmitter," IEEE Antennas and Wireless Propagation Letters, vol. 18, no. 6, pp. 1105-1108, June 2019.
Q. Hui, K. Jin and X. Zhu, "Directional radiation technique for maximum receiving power in microwave power transmission system," IEEE Transactions on Industrial Electronics, vol. 67, no. 8, pp. 6376-6386, Aug. 2020.
O. Maynard, W. Brown, A. Edwards, et al, Microwave power transmission system studies, NASA Ref. Publ. 134886, 1975, vol. II, Introduction, organization, environmental and spaceborne systems analyses.
S. Saeed, C. Balanis, C. Birtcher, et al., "Wearable flexible reconfigurable antenna integrated with artificial magnetic conductor," IEEE Antennas and Wireless Propagation Letters, vol. 16, pp. 2396-2399, 2017.
D. Vital, S. Bhardwaj and J. L. Volakis, "Textile-based large area RFpower harvesting system for wearable applications," IEEE Transactions on Antennas and Propagation, vol. 68, no. 3, pp. 2323-2331, 2020.
J. L. Li, "Wireless power transmission: State-of-the-arts in technologies and potential applications (invited paper)," Asia-Pacific Microwave Conference 2011, Melbourne, VIC, 2011, pp. 86-89.
K. Dang, J. Zhang, H. Zhou, et al., "A 5.8-GHz high-power and highefficiency rectifier circuit with lateral GaN schottky diode for wireless power Transfer," IEEE Transactions on Power Electronics, vol. 35, no. 3, pp. 2247-2252, March 2020.
T. Takahashi, T. Sasaki, Y. Homma, et al., "Phased array system for high efficiency and high accuracy microwave power transmission," 2016 IEEE International Symposium on Phased Array Systems and Technology (PAST), Waltham, MA, 2016, pp. 1-7.
V. R. Gowda, O. Yurduseven, G. Lipworth, T. Zupan, M. S. Reynolds and D. R. Smith, "Wireless power transfer in the radiative near field," IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 1865-1868, 2016.
J. Park and B. Clerckx, “Joint Wireless Information and Energy Transfer in a Two-User MIMO Interference Channel,” IEEE Trans. Wireless Commun., vol. 12, no. 8, pp. 4210-4221, Aug. 2013.
J. Park and B. Clerckx, “Joint Wireless Information and Energy Transfer in a K-User MIMO Interference Channel,” IEEE Trans. Wireless Commun., vol. 13, no. 10, pp. 5781-5796, Oct. 2014. 31. J. Park and B. Clerckx, “Joint Wireless Information and Energy Transfer with Reduced Feedback in MIMO Interference Channels,” IEEE J. Sel. Areas Commun., vol. 33, no. 8, pp. 1563-1577, Aug. 2015.
K. Huang and E. G. Larsson, “Simultaneous Information and Power Transfer for Broadband Wireless Systems,” IEEE Trans. Signal Process., vol. 61, no. 23, pp. 5972-5986, Dec. 2013.
X. Zhou, R. Zhang, and C. K. Ho, “Wireless Information and Power Transfer in Multiuser OFDM Systems,” IEEE Trans. Wireless Commun., vol. 13, no. 4, pp. 2282-2294, Apr. 2014.
D. W. K. Ng, E. S. Lo, and R. Schober, “Wireless Information and Power Transfer: Energy Efficiency Optimization in OFDMA Systems,” IEEE Trans. Wireless Commun., vol. 12, no. 12, pp. 6352-6370, Dec. 2013.
A. A. Nasir, X. Zhou, S. Durrani, and R. A. Kennedy, “Relaying Protocols for Wireless Energy Harvesting and Information Processing,” IEEE Trans. Wireless Commun., vol. 12, no. 7, pp. 3622-3636, Jul. 2013.
Y. Huang and B. Clerckx, “Joint Wireless Information and Power Transfer for an Autonomous Multiple-Antenna Relay System,” IEEE Comm. Lett., vol. 19, no. 7, pp. 1113-1116, July 2015.
H. Ju and R. Zhang, “Throughput Maximization in Wireless Powered Communication Networks,” IEEE Trans. Wireless Commun., vol. 13, no. 1, pp. 418-428, Jan. 2014.
H. Lee et al., “Resource Allocation Techniques for Wireless Powered Communication Networks with Energy Storage Constraint,” IEEE Trans. Wireless Commun., vol. 15, no. 4, pp. 2619-2628, Apr. 2016.
C. Boyer and S. Roy, “Backscatter Communication and RFID: Coding, Energy, and MIMO Analysis,” IEEE Trans. Commun., vol. 62, pp. 770- 785, Mar. 2014.
G. Yang, C. K. Ho, and Y. L. Guan, “Multi-Antenna Wireless Energy Transfer for Backscatter Communication Systems,” IEEE J. Sel. Areas Commun., Vol. 33, No. 12, Dec 2015.
M. S. Trotter, J. D. Griffin, and G. D. Durgin, “Power-Optimized Waveforms for Improving the Range and Reliability of RFID Systems,” in Proc. 2009 IEEE International Conference on RFID.
M. S. Trotter and G. D. Durgin, “Survey of Range Improvement of Commercial RFID Tags with Power Optimized Waveforms,” in Proc. 2010 IEEE International Conference on RFID.
A. S. Boaventura and N. B. Carvalho, “Maximizing DC Power in Energy Harvesting Circuits Using Multisine Excitation,” in Proc. 2011 IEEE MTT-S.
A. Collado and A. Georgiadis, “Optimal Waveforms for Efficient Wireless Power Transmission,” IEEE Microw. Wirel. Compon. Lett., May 2014.
C. R. Valenta, M. M. Morys, and G. D. Durgin, “Theoretical EnergyConversion Efficiency for Energy-Harvesting Circuits Under PowerOptimized Waveform Excitation,” IEEE Trans. Microw. Theory Techn., vol. 63, no. 5, May 2015.
B. Clerckx and E. Bayguzina, “Waveform Design for Wireless Power Transfer,” IEEE Trans. Signal Process., vol. 64, no. 23, Dec 2016.
E. Boshkovska, D. W. K. Ng, N. Zlatanov, and R. Schober, “Practical Non-Linear Energy Harvesting Model and Resource Allocation for SWIPT Systems,” IEEE Commun. Lett., vol. 19, no. 12, pp. 2082-2085, Dec 2015.
B. Clerckx and E. Bayguzina, “A Low-Complexity Adaptive Multisine Waveform Design for Wireless Power Transfer,” IEEE Ant. Wireless Prop. Lett., Vol. 16, pp 2207 – 2210, 2017.
H. Sun, Z. Zhong, and Y.-X. Guo, “An Adaptive Reconfigurable Rectifier for Wireless Power Transmission,” IEEE Microw. Wireless Comp. Lett.,vol. 23, no. 9, Sept 2013.
LG. Tran, HK. Cha, and WT. Park, “RF power harvesting: a review on designing methodologies and applications,” Micro and Nano Syst Lett 5, Vol. 14, https://doi.org/10.1186/s40486-017-0051-0, 2017.
S. D. Barman, A. W. Reza, N. Kumar, Md. E. Karim, and A. B. Munir, “Wireless powering by magnetic resonant coupling: Recent trends in wireless power transfer system and its applications,” Renewable and Sustainable Energy Reviews, Vol. 51, 2015. https://doi.org/10.1016/j.rser.2015.07.031.
M. H. Shah, N. H. Abosaq, “Wireless power transfer via inductive coupling,” 3C Tecnología. Glosas de innovación aplicadas a la pyme. Edición Especial, April 2020. http://doi. org/10.17993/3ctecno.2020.specialissue5.107-117
R. A. Moffatt, “Wireless Power Transfer by Means of Electromagnetic Radiation Within an Enclosed Space,” arXiv:1611.07076v1 physics.class-ph], 2016.
C. Wang, W. Xu, C. Zhang, “Microwave wireless power transmission technology index system and test evaluation methods,” EURASIP J. Adv. Signal Process, 2022. https://doi.org/10.1186/s13634-022-00846-7
W. Xu, X. Wang, W. Li, et al., “Research on test and evaluation method of laser wireless power transmission system,” EURASIP J. Adv. Signal Process, 2022. https://doi.org/10.1186/s13634-022-00852-9.
Mohit Angurala, Manju Bala, Sukhvinder Singh Bamber, “Wireless battery recharging through UAV in wireless sensor networks,” Egyptian Informatics Journal, 2022, 23, 1, pp. 21-31, ISSN 1110-8665, (SCI Indexed- Impact Factor - 4.19) Elsevier. https://doi.org/10.1016/j.eij.2021.05.002
Mohit Angurala, Harmeet Singh, Anupriya Kaushal, Amit Grover, Mehtab Singh, “Testing Solar-MAODV energy efficient model on various modulation techniques in wireless sensor and optical networks,” Wireless Networks, 2022. https://doi.org/10.1007/s11276-021-02861-2
Soni, G., Gupta, S. & Vaish, A. Performance investigation of diffractive optical elements effect and rain attenuation on BER of an optical free space communication based system. J Opt 50, 606–610 (2021). https://doi.org/10.1007/s12596-021-00720-z.
P. Kaur and N. Sharma, "An IOT Based Smart Home Security Prototype Using IFTTT Alert System," 2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON), Faridabad, India, 2022, pp. 393-400, doi: 10.1109/COM-IT-CON54601.2022.9850500.
G. Soni, "Implementation of LM35 Interfacing of Temperature Sensor with Arduino using LabVIEW 2015," 2022 IEEE Delhi Section Conference (DELCON), New Delhi, India, 2022, pp. 1-3, doi: 10.1109/DELCON54057.2022.9753030.
S. Sinha and S. Aggarwal, "Cryptographic Algorithms for Security in Wireless Sensor Networks," 2022 3rd International Conference on Intelligent Engineering and Management (ICIEM), London, United Kingdom, 2022, pp. 111-117, doi: 10.1109/ICIEM54221.2022.9853139.
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