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Published in: Neural Computing and Applications 7/2018

30-10-2017 | Original Article

Power-pattern synthesis for energy beamforming in wireless power transmission

Authors: Geng Sun, Yanheng Liu, Han Li, Jionghui Li, Aimin Wang, Ying Zhang

Published in: Neural Computing and Applications | Issue 7/2018

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Abstract

This paper proposed a power-pattern optimization method for suppressing the maximum side lobe level outside of the collection region (CSL) of energy beamforming for wireless power transmission based on the biogeography-based optimization with local search (BBOLS). Two improved components, local search operator and selection operator, are introduced into the normal biogeography-based optimization to improve the performance of the algorithm. These two introduced factors can significantly help the algorithm to improve the convergence rate, prevent the candidate solutions from being trapped into the local optimum. Simulation results show that the CSL of the planar antenna array obtained by BBOLS can be depressed effectively while the beam collection efficiency can be enhanced. Moreover, the accuracy and the convergence rate of BBOLS are better than other algorithms. In addition, the power-pattern performance obtained by BBOLS is also verified by the electromagnetic simulations.

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Literature
1.
go back to reference Lim Y, Park J (2015) A novel phase-control-based energy beamforming techniques in nonradiative wireless power transfer. IEEE Trans Power Electron 30(11):6274–6287CrossRef Lim Y, Park J (2015) A novel phase-control-based energy beamforming techniques in nonradiative wireless power transfer. IEEE Trans Power Electron 30(11):6274–6287CrossRef
2.
go back to reference Phan-Huy DT, Sternad M, Svensson T (2015) Making 5G adaptive antennas work for very fast moving vehicles. IEEE Intell Transp Syst Mag 7(2):71–84CrossRef Phan-Huy DT, Sternad M, Svensson T (2015) Making 5G adaptive antennas work for very fast moving vehicles. IEEE Intell Transp Syst Mag 7(2):71–84CrossRef
3.
go back to reference Oliveri G, Poli L, Massa A (2013) Maximum efficiency beam synthesis of radiating planar arrays for wireless power transmission. IEEE Trans Antennas Propag 61(5):2490–2499CrossRef Oliveri G, Poli L, Massa A (2013) Maximum efficiency beam synthesis of radiating planar arrays for wireless power transmission. IEEE Trans Antennas Propag 61(5):2490–2499CrossRef
4.
go back to reference McSpadden JO, Mankins JC (2002) Space solar power programs and microwave wireless power transmission technology. IEEE Microwave Mag 3(4):46–57CrossRef McSpadden JO, Mankins JC (2002) Space solar power programs and microwave wireless power transmission technology. IEEE Microwave Mag 3(4):46–57CrossRef
5.
go back to reference Sample AP, Meyer DA, Smith JR (2011) Analysis, experimental results, and range adaptation of magnetically coupled resonators for wireless power transfer. IEEE Trans Industr Electron 58(2):544–554CrossRef Sample AP, Meyer DA, Smith JR (2011) Analysis, experimental results, and range adaptation of magnetically coupled resonators for wireless power transfer. IEEE Trans Industr Electron 58(2):544–554CrossRef
6.
go back to reference Sahai A, Graham D (2011) Optical wireless power transmission at long wavelengths. Space Optical Systems and Applications (ICSOS), 2011. International Conference on IEEE Sahai A, Graham D (2011) Optical wireless power transmission at long wavelengths. Space Optical Systems and Applications (ICSOS), 2011. International Conference on IEEE
7.
go back to reference Massa A, Oliveri G, Viani F, Rocca P (2013) Array designs for long-distance wireless power transmission: state-of-the-art and innovative solutions. Proc IEEE 101(6):1464–1481CrossRef Massa A, Oliveri G, Viani F, Rocca P (2013) Array designs for long-distance wireless power transmission: state-of-the-art and innovative solutions. Proc IEEE 101(6):1464–1481CrossRef
8.
go back to reference Ho SL, Wang JH, Fu WN, Sun MG (2011) A comparative study between novel witricity and traditional inductive magnetic coupling in wireless charging. IEEE Trans Magn 47(5):1522–1525CrossRef Ho SL, Wang JH, Fu WN, Sun MG (2011) A comparative study between novel witricity and traditional inductive magnetic coupling in wireless charging. IEEE Trans Magn 47(5):1522–1525CrossRef
9.
go back to reference Zhang W, Wong SC, Tse CK, Chen QH (2014) Design for efficiency optimization and voltage controllability of series-series compensated inductive power transfer systems. IEEE Trans Power Electron 29(1):191–200CrossRef Zhang W, Wong SC, Tse CK, Chen QH (2014) Design for efficiency optimization and voltage controllability of series-series compensated inductive power transfer systems. IEEE Trans Power Electron 29(1):191–200CrossRef
10.
go back to reference Chen X, Yuen C, Zhang Z (2014) Wireless energy and information transfer tradeoff for limited-feedback multiantenna systems with energy beamforming. IEEE Trans Veh Technol 63(1):407–412CrossRef Chen X, Yuen C, Zhang Z (2014) Wireless energy and information transfer tradeoff for limited-feedback multiantenna systems with energy beamforming. IEEE Trans Veh Technol 63(1):407–412CrossRef
11.
12.
go back to reference Baki AKM, Shinohara N, Matsumoto H, Hashimoto K, Mitani T (2007) Study of isosceles trapezoidal edge tapered phased array antenna for solar power station/satellite. IEICE Trans Commun E90b(4):968–977CrossRef Baki AKM, Shinohara N, Matsumoto H, Hashimoto K, Mitani T (2007) Study of isosceles trapezoidal edge tapered phased array antenna for solar power station/satellite. IEICE Trans Commun E90b(4):968–977CrossRef
13.
go back to reference Jamnejad V, Hoorfar A (2008) Optimization of antenna beam transmission efficiency. Antennas and Propagation Society International Symposium, 2008. AP-S 2008. IEEE Jamnejad V, Hoorfar A (2008) Optimization of antenna beam transmission efficiency. Antennas and Propagation Society International Symposium, 2008. AP-S 2008. IEEE
14.
go back to reference Sun G, Liu YH, Zhang J, Wang AM, Zhou X (2016) Node selection optimization for collaborative beamforming in wireless sensor networks. Ad Hoc Netw 37:389–403CrossRef Sun G, Liu YH, Zhang J, Wang AM, Zhou X (2016) Node selection optimization for collaborative beamforming in wireless sensor networks. Ad Hoc Netw 37:389–403CrossRef
15.
go back to reference Todnatee S, Phongcharoenpanich C (2016) Iterative GA optimization scheme for synthesis of radiation pattern of linear array antenna. Int J Antennas Propag 2016:7087298. doi:10.1155/2016/7087298 CrossRef Todnatee S, Phongcharoenpanich C (2016) Iterative GA optimization scheme for synthesis of radiation pattern of linear array antenna. Int J Antennas Propag 2016:7087298. doi:10.​1155/​2016/​7087298 CrossRef
16.
go back to reference Pappula L, Ghosh D (2013) Linear antenna array synthesis for wireless communications using particle swarm optimization. Advanced Communication Technology (ICACT), 2013. 15th International Conference on IEEE Pappula L, Ghosh D (2013) Linear antenna array synthesis for wireless communications using particle swarm optimization. Advanced Communication Technology (ICACT), 2013. 15th International Conference on IEEE
17.
go back to reference Sharaqa A, Dib N (2014) Circular antenna array synthesis using firefly algorithm. Int J RF Microwave Comput Aided Eng 24(2):139–146CrossRef Sharaqa A, Dib N (2014) Circular antenna array synthesis using firefly algorithm. Int J RF Microwave Comput Aided Eng 24(2):139–146CrossRef
18.
go back to reference Li Y, Yang F, Ouyang J, Yang P (2013) Synthesis of conical conformai array antenna using invasive weed optimization method. Appl Comput Electromag Soc J 28(11) Li Y, Yang F, Ouyang J, Yang P (2013) Synthesis of conical conformai array antenna using invasive weed optimization method. Appl Comput Electromag Soc J 28(11)
21.
go back to reference Pal S, Qu B, Das S, Suganthan P (2010) Linear antenna array synthesis with constrained multi-objective differential evolution. Progr Electromag Res B 21:87–111 Pal S, Qu B, Das S, Suganthan P (2010) Linear antenna array synthesis with constrained multi-objective differential evolution. Progr Electromag Res B 21:87–111
22.
go back to reference Guney K, Onay M (2011) Optimal synthesis of linear antenna arrays using a harmony search algorithm. Expert Syst Appl 38(12):15455–15462CrossRef Guney K, Onay M (2011) Optimal synthesis of linear antenna arrays using a harmony search algorithm. Expert Syst Appl 38(12):15455–15462CrossRef
23.
go back to reference Singh U, Rattan M (2014) Design of linear and circular antenna arrays using cuckoo optimization algorithm. Progr Electromag Res C 46:1–11CrossRef Singh U, Rattan M (2014) Design of linear and circular antenna arrays using cuckoo optimization algorithm. Progr Electromag Res C 46:1–11CrossRef
24.
go back to reference Li X, Zhou JZ, Du XL (2015) Planar arrays synthesis for optimal wireless power transmission. IEICE Electr Exp 12(11):20150346CrossRef Li X, Zhou JZ, Du XL (2015) Planar arrays synthesis for optimal wireless power transmission. IEICE Electr Exp 12(11):20150346CrossRef
25.
go back to reference Yang J, Li WT, Shi XW, Xin L, Yu JF (2013) A hybrid ABC-DE algorithm and its application for time-modulated arrays pattern synthesis. IEEE Trans Antennas Propag 61(11):5485–5495CrossRef Yang J, Li WT, Shi XW, Xin L, Yu JF (2013) A hybrid ABC-DE algorithm and its application for time-modulated arrays pattern synthesis. IEEE Trans Antennas Propag 61(11):5485–5495CrossRef
26.
go back to reference Mahto SK, Choubey A (2016) A novel hybrid IWO/WDO algorithm for nulling pattern synthesis of uniformly spaced linear and non-uniform circular array antenna. Aeu-Int J Electr Commun 70(6):750–756CrossRef Mahto SK, Choubey A (2016) A novel hybrid IWO/WDO algorithm for nulling pattern synthesis of uniformly spaced linear and non-uniform circular array antenna. Aeu-Int J Electr Commun 70(6):750–756CrossRef
27.
go back to reference Sharaqa A, Dib N (2014) Design of linear and elliptical antenna arrays using biogeography based optimization. Arab J Sci Eng 39(4):2929–2939CrossRef Sharaqa A, Dib N (2014) Design of linear and elliptical antenna arrays using biogeography based optimization. Arab J Sci Eng 39(4):2929–2939CrossRef
28.
go back to reference Sun G, Liu Y, Liang S, Wang A, Zhang Y (2017) Beam pattern design of circular antenna array via efficient biogeography-based optimization. AEU-Int J Electron Commun 79:275–285CrossRef Sun G, Liu Y, Liang S, Wang A, Zhang Y (2017) Beam pattern design of circular antenna array via efficient biogeography-based optimization. AEU-Int J Electron Commun 79:275–285CrossRef
29.
go back to reference Moriyama T, Poli L, Rocca P (2015) On the design of clustered planar phased arrays for wireless power transmission. IEICE Electr Exp 12(4)CrossRef Moriyama T, Poli L, Rocca P (2015) On the design of clustered planar phased arrays for wireless power transmission. IEICE Electr Exp 12(4)CrossRef
30.
go back to reference Jayaprakasam S, Rahim SKA, Leow CY (2015) PSOGSA-explore: a new hybrid metaheuristic approach for beampattern optimization in collaborative beamforming. Appl Soft Comput 30:229–237CrossRef Jayaprakasam S, Rahim SKA, Leow CY (2015) PSOGSA-explore: a new hybrid metaheuristic approach for beampattern optimization in collaborative beamforming. Appl Soft Comput 30:229–237CrossRef
31.
go back to reference Simon D (2008) Biogeography-based optimization. IEEE Trans Evol Comput 12(6):702–713CrossRef Simon D (2008) Biogeography-based optimization. IEEE Trans Evol Comput 12(6):702–713CrossRef
32.
go back to reference Mirjalili S, Mirjalili SM, Lewis A (2014) Let a biogeography-based optimizer train your multi-layer perceptron. Inf Sci 269:188–209MathSciNetCrossRef Mirjalili S, Mirjalili SM, Lewis A (2014) Let a biogeography-based optimizer train your multi-layer perceptron. Inf Sci 269:188–209MathSciNetCrossRef
33.
go back to reference Saremi S, Mirjalili S, Lewis A (2014) Biogeography-based optimisation with chaos. Neural Comput Appl 25(5):1077–1097CrossRef Saremi S, Mirjalili S, Lewis A (2014) Biogeography-based optimisation with chaos. Neural Comput Appl 25(5):1077–1097CrossRef
34.
go back to reference Jayaprakasam S, Rahim SKA, Leow CY, Ting TO (2017) Sidelobe reduction and capacity improvement of open-loop collaborative beamforming in wireless sensor networks. PLoS ONE 12(5):e0175510CrossRef Jayaprakasam S, Rahim SKA, Leow CY, Ting TO (2017) Sidelobe reduction and capacity improvement of open-loop collaborative beamforming in wireless sensor networks. PLoS ONE 12(5):e0175510CrossRef
35.
go back to reference Jayaprakasam S, Rahim S, Leow CY (2015) PSOGSA-Explore: a new hybrid metaheuristic approach for beampattern optimization in collaborative beamforming. Appl Soft Comput 30:229–237CrossRef Jayaprakasam S, Rahim S, Leow CY (2015) PSOGSA-Explore: a new hybrid metaheuristic approach for beampattern optimization in collaborative beamforming. Appl Soft Comput 30:229–237CrossRef
36.
go back to reference Jayaprakasam S, Rahim SKA, Leow CY, Ting TO, Eteng A (2017) Multiobjective beampattern optimization in collaborative beamforming via NSGA-II with selective distance. IEEE Trans Antennas Propag 65:2348–2357CrossRef Jayaprakasam S, Rahim SKA, Leow CY, Ting TO, Eteng A (2017) Multiobjective beampattern optimization in collaborative beamforming via NSGA-II with selective distance. IEEE Trans Antennas Propag 65:2348–2357CrossRef
Metadata
Title
Power-pattern synthesis for energy beamforming in wireless power transmission
Authors
Geng Sun
Yanheng Liu
Han Li
Jionghui Li
Aimin Wang
Ying Zhang
Publication date
30-10-2017
Publisher
Springer London
Published in
Neural Computing and Applications / Issue 7/2018
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-017-3255-6

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