A Novel Multi-objective Synthesis Method of Non-uniform Excitation Sparse Square Planar Transmitting Array Antenna for Microwave Wireless Power Transmission

Authors

  • Jianxiong Li School of Electronic and Information Engineering Tiangong University, Tianjin 300387, China
  • Ranran Zhang School of Electronic and Information Engineering Tiangong University, Tianjin 300387, China
  • Ziyu Han School of Electronic Science and Engineering National University of Defense Technology, Changsha 410000, China

DOI:

https://doi.org/10.13052/2024.ACES.J.390901

Keywords:

Beam collection efficiency (BCE), microwave wireless power transmission (MWPT), multi-objective particle swarm optimization algorithm based on the set of non-dominated solutions (NDSMOPSO), subarray partitioning

Abstract

A novel multi-objective optimal subarray partitioning synthesis method for non-uniformly excited sparse square planar array (NESSPA) antenna is proposed for the problems of maximizing beam collection efficiency (BCE) and minimizing excitation difference (diff) in microwave wireless power transmission (MWPT). The algorithm adopts the multi-objective particle swarm optimization algorithm based on the set of non-dominated solutions (NDSMOPSO) proposed in this paper, which determines the non-dominated solutions in the swarm according to the fitness value and updates the population during the evolution process; the array element positions and excitations are optimized simultaneously in each iteration. In addition, the performance parameter diff proposed in this paper can effectively measure the performance of the array; in general, the smaller the diff, the better the array performance. The effectiveness of the algorithm is demonstrated through a large number of simulations and, according to the method proposed in this paper compared with other two-step methods, a higher BCE can be obtained with fewer subarrays.

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Author Biographies

Jianxiong Li, School of Electronic and Information Engineering Tiangong University, Tianjin 300387, China

Jianxiong Li received the B.Sc. and M.Sc. degrees in Physics in 1991 and 1994, respectively, and obtained the Ph.D. degree in Communication and Information System in 2007, from Tianjin University, Tianjin, China. His main research interests are in computational electromagnetics, wireless communication, and antenna.

Ranran Zhang, School of Electronic and Information Engineering Tiangong University, Tianjin 300387, China

Ranran Zhang received B.Sc. degree in the School of Physical Science and Information Engineering from Liaocheng University in 2022. She is currently working toward M.Sc. degree in the School of Electronic and Information Engineering from Tiangong University. Her current research interests are electromagnetics, array antennas, and microwave wireless power transmission.

Ziyu Han, School of Electronic Science and Engineering National University of Defense Technology, Changsha 410000, China

Ziyu Han received M.Sc. degree in the School of Electronic and Information Engineering from Tiangong University in 2023. She is currently working toward Ph.D. degree in the National University of Defense Technology, School of Electronic Science. Her research focuses on distributed beamforming, DOA estimation, array signal processing, and intelligent optimization algorithms.

References

X. Zhu, K. Jin, Q. Hui, W. Gong, and D. Mao, “Long-range wireless microwave power transmission: A review of recent progress,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 4, pp. 4932-4946, Aug. 2021.

P. Lu, K. Huang, Y. Yang, B. Zhang, F. Cheng, and C. Song, “Space matching for highly efficient microwave wireless power transmission systems: Theory, prototype, and experiments,” IEEE Transactions on Microwave Theory and Techniques, vol. 69, no. 3, pp. 1985-1998, Mar. 2021.

X. Li, B. Duan, L. Song, Y. Zhang, and W. Xu, “Study of stepped amplitude distribution taper for microwave power transmission for SSPS,” IEEE Transactions on Antennas and Propagation, vol. 65, no. 10, pp. 5396-5405, Oct. 2017.

A. Massa, G. Oliveri, F. Viani, and P. Rocca, “Array designs for long-distance wireless power transmission: State-of-the-art and innovative solutions,” Proceedings of the IEEE, vol. 101, no. 6, pp. 1464-1481, June 2013.

C. Peng, Z. H. Ye, Y. H. Xia, and C. Yang, “Analysis on space transmission model of the microwave wireless power transfer system,” Frequenz, vol. 75, no. 11-12, pp. 449-458, 2021.

Y. Song, Y. Liu, W. Xu, X. Yang, and R. Wang, “Research on the multiobjective optimization of microwave wireless power receiving in an unmanned aerial vehicle network,” Complexity, vol. 2020, no. 1, p. 8882528, 2020.

S.-H. Ahn, Y.-S. Choi, M. Elhefnawy, and W.-S. Lee, “Multi-polarized reconfigurable antenna with ground plane slot and capacitance feeding for UAV-to-everything communications,” Applied Computational Electromagnetics Society (ACES) Journal, vol. 38, no. 12, pp. 998-1004, Dec. 2023.

X. Li, B. Duan, J. Zhou, L. Song, and Y. Zhang, “Planar array synthesis for optimal microwave power transmission with multiple constraints,” IEEE Antennas and Wireless Propagation Letters, vol. 16, pp. 70-73, 2017.

F. Yang, S. Yang, Y. Chen, S. Qu, and J. Hu, “An irregular tiled array technique for microwave wireless power transmission,” IEEE Transactions on Vehicular Technology, vol. 72, no. 4, pp. 5257-5273, Apr. 2023.

Q. H. Zhang, Q. H. Zhang, and Z. Y. Shen, “Planar array subarray division method in microwave wireless power transmission based on PSO&K-means algorithm,” IEEE Open Journal of Antennas and Propagation, vol. 4, pp. 520-527, 2023.

K. Vodvarka, M. Jurisic Bellotti, and M. Vucic, “Design of uniformly excited unequally spaced antenna arrays by using nonlinear optimization,” IEEE Antennas and Wireless Propagation Letters, vol. 23, no. 5, pp. 1463-1467, May 2024.

S. Prasad, “On the index for array optimization and the discrete prolate spheroidal functions,” IEEE Transactions on Antennas and Propagation, vol. 30, no. 5, pp. 1021-1023, Sep. 1982.

G. Oliveri, L. Poli, and A. Massa, “Maximum efficiency beam synthesis of radiating planar arrays for wireless power transmission,” IEEE Transactions on Antennas and Propagation, vol. 61, no. 5, pp. 2490-2499, May 2013.

S. Kojima, T. Mitani, and N. Shinohara, “Array optimization for maximum beam collection efficiency to an arbitrary receiving plane in the near field,” IEEE Open Journal of Antennas and Propagation, vol. 2, pp. 95-103, 2021.

J. Li and Z. Han, “Synthesis of sparse square arrays with high beam collection efficiency under minimum element spacing constraints,” Microwave and Optical Technology Letters, vol. 65, no. 1, pp. 240-246, 2023.

J. Li, J. Pan, and X. Li, “A novel synthesis method of sparse nonuniform-amplitude concentric ring arrays for microwave power transmission,” Progress in Electromagnetics Research C, vol. 107, pp. 1-15, 2021.

J. Li and S. Chang, “Novel sparse planar array synthesis model for microwave power transmission systems with high efficiency and low cost,” Progress in Electromagnetics Research C, vol. 115, pp. 245-259, 2021.

J. Li, Z. Han, and C. Guo, “Novel subarray partition algorithm for solving the problem of too low beam collection efficiency caused by dividing a few subarrays,” Progress in Electromagnetics Research M, vol. 108, pp. 223-235, 2022.

X. Li, B. Duan, and L. Song, “Design of clustered planar arrays for microwave wireless power transmission,” IEEE Transactions on Antennas and Propagation, vol. 67, no. 1, pp. 606-611, Jan. 2019.

X. Yang, W. Xi, Y. Sun, T. Zeng, T. Long, and T. K. Sarkar, “Optimization of subarray partition for large planar phased array radar based on weighted K-means clustering method,” IEEE Journal of Selected Topics in Signal Processing, vol. 9, no. 8, pp. 1460-1468, Dec. 2015.

P. Rocca, L. Poli, A. Polo, and A. Massa, “Optimal excitation matching strategy for sub-arrayed phased linear arrays generating arbitrary-shaped beams,” IEEE Transactions on Antennas and Propagation, vol. 68, no. 6, pp. 4638-4647, June 2020.

X. Sun, X. Li, K. Liu, and C. Liu. “Study on the transmitting array for ground microwave wireless power transmission system,” in 2023 IEEE 11th International Conference on Information, Communication and Networks (ICICN), Xi’an, China, pp. 659-663, Aug. 2023.

S. Liang, Z. Fang, G. Li, Y. Zhao, X. Liu, and G. Sun, “An improved multiobjective evolutionary algorithm based on decomposition approach and its application in antenna array beam pattern synthesis,” International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, vol. 35, no. 1, p. e2935, 2022.

M. W. Wolff and J. A. Nanzer, “Application of pseudo weights in antenna array optimization and design,” IEEE Antennas and Wireless Propagation Letters, vol. 23, no. 5, pp. 1478-1482, May 2024.

W. Deng, H. Zhao, X. Yang, J. Xiong, M. Sun, and B. Li, “Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment,” Applied Soft Computing, vol. 59, pp. 288-302, 2017.

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Published

2024-09-30

How to Cite

[1]
J. . Li, R. . Zhang, and Z. . Han, “A Novel Multi-objective Synthesis Method of Non-uniform Excitation Sparse Square Planar Transmitting Array Antenna for Microwave Wireless Power Transmission”, ACES Journal, vol. 39, no. 09, pp. 754–761, Sep. 2024.