Abstract
The antenna is the key component of the communication, radar, navigation, radio, television, and other radio system.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
D.S. Linden, E.E. Altshuler, Automating wire antenna design using genetic algorithms. Microwave J. 39(3), 74–86 (1996)
J. Holland, in Adaptation of Natural and Artificial Systems (1994)
M. Ding, R. Jin, J. Geng, G. Yang, Z. Fang, W. He, Design of UWB antennas using GA-FDTD approach, in 2007 IEEE Antennas and Propagation Society International Symposium, Honolulu, HI, pp. 753–753 (2007). https://doi.org/10.1109/APS.2007.4395603
M. Ding, R. Jin, J. Geng, Optimal design of UWB antennas using a mixed model of 2-D GA and FDTD. Microw. Opt. Technol. Lett. 49(12), 3177–3180 (2007)
M. Ding, R. Jin, J. Geng, Auto-design of band-notched UWB antennas using mixed model of 2D GA and FDTD. Electron. Lett. 44(4), 257–258 (2008)
J. Kennedy, R.C. Eberhart, Particle swarm optimization, in IEEE International Conference on Neural Networks, vol. 4, pp. 1942–1948 (1995)
G. Lu, Z. Cao, Radiation pattern synthesis with improved high dimension PSO, in 2017 Progress in Electromagnetics Research Symposium—Fall (PIERS—FALL), Singapore, pp. 2160–2165 (2017)
X. Zhao, Y. Jin, H. Ji, J. Geng, X. Liang, R. Jin, An improved mixed-integer multi-objective particle swarm optimization and its application in antenna array design, in 2013 5th IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications, Chengdu, pp. 412–415 (2013)
H. Wu, J. Geng, R. Jin, J. Qiu, W. Liu, J. Chen, S. Liu, An improved comprehensive learning particle swarm optimization and its application to the semiautomatic design of antennas. IEEE Trans. Antennas Propag. 57(10), 3018–3028 (2009)
J. Geng, X. Liu, R. Jin, X. Liang, Directional wideband antenna with low profile on PEC, in 2012 IEEE International Workshop on Antenna Technology (iWAT), Tucson, AZ, 2012, pp. 76–79
X. Tao, J. Geng, R. Jin, X. Liang, H. Wu, RFID tag antenna for use on metal, in 2010 International Workshop on Antenna Technology (iWAT), Lisbon, pp. 1–4 (2010)
L. Lizzi, F. Viani, R. Azaro, A. Massa, Optimization of a spline-shaped UWB antenna by PSO. IEEE Antennas Wirel. Propag. Lett. 6, 182–185 (2007)
H.P. Schwefel, T. Back, Evolution stratcgies I: Tariants and their computational implementation, in Proceedings of the Genetic Algorithms in Engineering and Computer Science (Wiley, New York, 1995), pp. 111–126
D.B. Fogel, Applying evolutionary programming to selected traveling salesman problem. Cybern. Syst. 24(1), 27–36 (1993)
J.H. Holland, Adaptation in Natural and Artificial System (University of Michigan Press, Ann Arbor, 1975)
A. Colorini, M. Dorigo, V. Maniczzo, Distributed optimization by ant colonics, in Proceeding of the First European Conference on Artificial Life (Elsevier Publishing, Paris, France, 1991), pp. 134–142
J. Kennedy, R.C. Eberhart, Particle swarm optimization, in Proceedings of IEEE International conference on Neural Network (IEEE, Perth, Australia, 1995), pp. 1942–1948
X. Li, Z. Shao, J. Qian, An optimization model based on animal autonomy: fish school algorithm. Syst. Eng. Theory Pract. 11, 32–38 (2002)
S. Kirkpatrick, C.D. Gelatt Jr, M.P. Vecchi, Optimization by simulated annealing. Science 220, 671–680 (1983)
F. Glover, Tabu search-part I. ORSA J. Comput. 1(3), 190–206 (1989)
F. Glover, Tabu search-part II. ORSA J. Comput. 2(1), 4–32 (1990)
J. Zhao, An intelligent optimization method of antenna feeder based on minimization of drive test (MDT) data. Telecommun. Eng. Technol. Standard. 12, 47–49 (2017)
L. Li, Y. Zhang, B. Hu, et al., Intelligent optimization of antenna feeder based on MEC and K-means clustering system and method design of telecommunications. Telecommun. Eng. Technol. Standard. 8 (2019)
Q. Zhong, X. Wu, Y. Luo, in Research based on MDT intelligent analysis of LTE wireless interference Research and Application [J/OL]. [2019–07–30].http://kns.cnki.net/kcms/detail/11.2103.TN.20190801.1241.004.html
Q. Wen, P. Huang, B. Wang, ACP network optimization system based on MDTMR data. China New Commun. 20(20), 50–51 (2018)
Z. Altman, R. Mittra, A. Boag, New designs of ultra wide-band communication antennas using agenetic algorithm. IEEE Trans. Antennas Propag. 45(10), 1494–1501 (1997)
S. Zhang, Application of neural network in antenna design. Modern Electron. Technol. 33(15), 71–73, 76 (2010)
S. Mishra, R.N. Yadav, R.P. Singh, Directivity estimations for short dipole antenna arrays using radial basis function neural networks. IEEE Antennas Wirel. Propag. Lett. 14, 1219–1222 (2015)
X. Liye, Research on Intelligent Design of Electromagnetic Field Based on Machine Learning (University of Electronic Science and Technology of China, Chengdu, 2019)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this chapter
Cite this chapter
Geng, J., Jin, R. (2022). Introduction. In: Antenna Optimization and Design Based on Binary Coding. Modern Antenna. Springer, Singapore. https://doi.org/10.1007/978-981-16-7965-0_1
Download citation
DOI: https://doi.org/10.1007/978-981-16-7965-0_1
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-7964-3
Online ISBN: 978-981-16-7965-0
eBook Packages: EngineeringEngineering (R0)