Abstract
A 2 × 6 planar coaxial cavity horn antenna array has been proposed for the transmitter module of the MELISSA GB-SAR system [7]. This system is installed in Italy for monitoring of land deformations leading to landslides and is required to work round-the-clock for continuous monitoring. Failure of even a single antenna element in the transmitting or receiving module of this system could alter the radiation pattern of the system and could prove to be hazardous. This article performs a comparative analysis of the Genetic algorithm and Particle Swarm Optimization algorithm to recover the failed element in the 2 × 6 antenna array. The results of MatLab simulation prove that both the GA and PSO algorithms converge well to auto-recover the failed element.
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References
Tarchi, D., Oliveri, F., Sammartino, P.F.: MIMO radar and ground-based SAR imaging systems: equivalent approaches for remote sensing. IEEE Trans. Geosci. Remote Sens. 51(1), 425–435 (2013)
Broussolle, J., et al.: MELISSA, a new class of ground based InSAR system. An example of application in support to the Costa Concordia emergency. ISPRS J. Photogrammetry Remote Sens. 91, 50–58 (2014)
Vincent, S., Francis, S.A.J., Rajsingh, E.B.: An alternate antenna array geometry for a GB-SAR system used in landslide monitoring. J. Indian Soc. Remote Sens. 43(3), 761–768 (2015)
Vincent, S., Francis, S.A.J., Kumar, O.P., Rajsingh, E.B.: A comparative study of horn antennas suitable for the transmitting antenna array module of melissa architecture. In: Proceedings of the International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER - 2016), 13–14 August 2016. IEEE-Xplore Digital Library, Surathkal (2016)
Vincent, S., Francis, S.A.J., Kumar, O.P., Rajsingh, E.B.: Design of a planar antenna array for the transmitting module of MELISSA. Int. J. Appl. Eng. Res. 12(1), 179–184 (2017)
Vincent, S., Francis, S.A.J., Kumar, O.P., Rajsingh, E.B.: Optimization of gain and return loss of a 2 × 6 planar coaxial cavity horn antenna array for MELISSA. In: Proceedings of 2017 IEEE International Conference on Antenna Innovations and Modern Technologies for Ground, Aircraft and Satellite Applications (iAIM - 2017) held in Bangalore, India in Novemeber 2017. IEEE-Xplore Digital Library (2017)
Vincent, S., Francis, S.A.J., Kumar, O.P., Raimond, K.: A comparative performance evaluation of beamforming techniques for a 2 × 6 coaxial cavity horn antenna array for MELISSA. In: Ray, K., Sharan, S., Rawat, S., Jain, S., Srivastava, S., Bandyopadhyay, A. (eds.) Engineering Vibration, Communication and Information Processing. Lecture Notes in Electrical Engineering, vol. 478, pp. 65–74. Springer, Singapore (2019). https://doi.org/10.1007/978-981-13-1642-5_6
Haupt, R.L.: Thin arrays using genetic algorithms. IEEE Trans. Antennas Propag. 42, 993–999 (1994)
Yeo, B., Liu, Y.: Array failure correction with a Genetic Algorithm. IEEE Trans. Antennas Propag. 47(5), 823–828 (1999)
Yan, K., Lu, Y.: Sidelobe reduction in Array-pattern synthesis using Genetic Algorithm. IEEE Trans. Antennas Propag. 45(7), 1117–1122 (1997)
Rahman, S.U., Cao, Q.: Analysis of Linear Antenna Array for minimum side lobe level, half power beamwidth and nulls control using PSO. J. Microwave Optoelectron. Electromagnet. Appl. 16(2), 577–591 (2017)
Han, C., Wang, L.: Array pattern synthesis using Particle Swarm Optimization with dynamic inertia weight. Int. J. Antennas Propag. Hindawi Publishers (2016). Article id 1829458
Goudos, S., Kalialakis, C., Mittra, R.: Evolutionary algorithms applied to antennas and propagation: a review of state of the art. Int. J. Antennas Propag. Hindawi Publishers (2016). Article id 1010459
Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, pp. 1942–1948 (1995)
Banks, A., Vincent, J., Anyakoha, Ch.: A review of particle swarm optimization. Part I: Background Dev. Natural Comput. 6, 467–484 (2007)
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Vincent, S., John Francis, S.A., Kumar, O.P., Raimond, K. (2019). Recovery of a Failed Antenna Element Using Genetic Algorithm and Particle Swarm Optimization for MELISSA. In: Thampi, S., Marques, O., Krishnan, S., Li, KC., Ciuonzo, D., Kolekar, M. (eds) Advances in Signal Processing and Intelligent Recognition Systems. SIRS 2018. Communications in Computer and Information Science, vol 968. Springer, Singapore. https://doi.org/10.1007/978-981-13-5758-9_19
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