eprintid: 695 rev_number: 9 eprint_status: archive userid: 4 dir: disk0/00/00/06/95 datestamp: 2015-06-10 10:50:42 lastmod: 2018-02-26 14:44:50 status_changed: 2015-06-10 10:50:42 type: monograph metadata_visibility: show creators_name: Poli, L. creators_name: Oliveri, G. creators_name: Viani, F. creators_name: Massa, A. title: Robust Synthesis of Shaped Beams exploiting Interval Analysis and Particle Swarm Optimization ispublished: pub subjects: MEA full_text_status: public monograph_type: technical_report keywords: Interval Analysis, Array Synthesis, Array Analysis, Reflector Antennas, Inverse Scattering, Evolutionary Optimization, PSO, Particle Swarm. abstract: The potentialities and the intrinsic robustness of an IA-based synthesis method in defining the intervals of values for the array excitations still guaranteeing the generation of shaped beam patterns laying within the desired mask-constraint are investigated in this report. A stochastic global optimiser is employed to determine the amplitude excitations defined in terms of intervals of width corresponding to the maximum manufacturing tolerance around the nominal values that allow to match the power pattern constraints. date: 2015 publisher: University of Trento referencetext: [1] P. Rocca, N. Anselmi, and A. Massa, "Optimal synthesis of robust beamformer weights exploiting interval analysis and convex optimization," IEEE Trans. Antennas Propag., vol. 62, no. 7, pp. 3603-3612, Jul. 2014. [2] L. Manica, N. Anselmi, P. Rocca, and A. Massa, "Robust mask-constrained linear array synthesis through an interval-based particle swarm optimisation," IET Microwaves, Antennas and Propagation, vol. 7, no. 12, pp. 976-984, Sep. 2013. [3] N. Anselmi, L. Manica, P. Rocca, and A. Massa, "Tolerance analysis of antenna arrays through interval arithmetic," IEEE Transactions on Antennas and Propagation, vol. 61, no. 11, pp. 5496-5507, Nov. 2013. [4] P. Rocca, L. Manica, N. Anselmi, and A. Massa, "Analysis of the pattern tolerances in linear arrays with arbitrary amplitude errors," IEEE Antennas Wireless Propag. Lett., vol. 12, pp. 639-642, 2013. [5] T. Moriyama, L. Poli, N. Anselmi, M. Salucci, and P. Rocca, "Real array pattern tolerances from amplitude excitation errors," IEICE Electronics Express, vol. 11, no. 17, pp. 1-8, Sep. 2014. [6] L. Manica, P. Rocca, N. Anselmi, and A. Massa, "On the synthesis of reliable linear arrays through interval arithmetic," IEEE International Symposium on Antennas Propag. (APS/URSI 2013), Orlando, Florida, USA, Jul. 7-12, 2013. [7] L. Manica, P. Rocca, G. Oliveri, and A. Massa, "Designing radiating systems through interval analysis tools," IEEE International Symposium on Antennas Propag. (APS/URSI 2013), Orlando, Florida, USA, Jul. 7-12, 2013. [8] M. Carlin, N. Anselmi, L. Manica, P. Rocca, and A. Massa, "Exploiting interval arithmetic for predict- ing real arrays performances - The linear case," IEEE International Symposium on Antennas Propag. (APS/URSI 2013), Orlando, Florida, USA, Jul. 7-12, 2013. [9] P. Rocca, L. Manica, and A. Massa, "Interval-based analysis of pattern distortions in reflector antennas with bump-like surface deformations," IET Microwaves, Antennas and Propagation, vol. 8, no. 15, pp. 1277-1285, Dec. 2014. [10] P. Rocca, N. Anselmi, and A. Massa, "Interval Arithmetic for pattern tolerance analysis of parabolic reflectors," IEEE Trans. Antennas Propag., vol. 62, no. 10, pp. 4952-4960, Oct. 2014. [11] P. Rocca, M. Carlin, L. Manica, and A. Massa, "Microwave imaging within the interval analysis framework," Progress in Electromagnetic Research, vol. 143, pp. 675-708, 2013. [12] P. Rocca, M. Carlin, G. Oliveri, and A. Massa, "Interval analysis as applied to inverse scattering," IEEE International Symposium on Antennas Propag. (APS/URSI 2013), Chicago, Illinois, USA, Jul. 8-14, 2012. [13] L. Manica, P. Rocca, M. Salucci, M. Carlin, and A. Massa, "Scattering data inversion through interval analysis under Rytov approximation," 7th European Conference on Antennas Propag. (EuCAP 2013), Gothenburg, Sweden, Apr. 8-12, 2013. [14] P. Rocca, M. Carlin, and A. Massa, "Imaging weak scatterers by means of an innovative inverse scattering technique based on the interval analysis," 6th European Conference on Antennas Propag. (EuCAP 2012), Prague, Czech Republic, Mar. 26-30, 2012. [15] P. Rocca, M. Benedetti, M. Donelli, D. Franceschini, and A. Massa, "Evolutionary optimization as applied to inverse problems," Inverse Problems - 25 th Year Special Issue of Inverse Problems, Invited Topical Review, vol. 25, pp. 1-41, Dec. 2009. [16] P. Rocca, G. Oliveri, and A. Massa, "Differential Evolution as applied to electromagnetics," IEEE Antennas Propag. Mag., vol. 53, no. 1, pp. 38-49, Feb. 2011. [17] L. Lizzi, F. Viani, R. Azaro, and A. Massa, "A PSO-driven spline-based shaping approach for ultra- wideband (UWB) antenna synthesis," IEEE Trans. Antennas Propag., vol. 56, no. 8, pp. 2613-2621, Aug. 2008. [18] L. Lizzi, F. Viani, R. Azaro, and A. Massa, "Optimization of a spline-shaped UWB antenna by PSO," IEEE Antennas Wireless Propag. Lett., vol. 6, pp. 182-185, 2007. [19] M. Benedetti, R. Azaro, and A. Massa, "Memory enhanced PSO-based optimization approach for smart antennas control in complex interference scenarios," IEEE Trans. Antennas Propag., vol. 56, no. 7, pp. 1939-1947, Jul. 2008. [20] M. Benedetti, R. Azaro, D. Franceschini, and A. Massa, "PSO-based real-time control of planar uniform circular arrays," IEEE Antennas Wireless Propag. Lett., vol. 5, pp. 545-548, 2006. [21] M. Donelli, D. Franceschini, P. Rocca, and A. Massa, "Three-dimensional microwave imaging problems solved through an efficient multi-scaling particle swarm optimization," IEEE Trans. Geosci. Remote Sens- ing, vol. 47, no. 5, pp. 1467-1481, May 2009. [22] L. Poli, P. Rocca, L. Manica, and A. Massa, "Handling sideband radiations in time-modulated arrays through particle swarm optimization," IEEE Trans. Antennas Propag., vol. 58, no. 4, pp. 1408-1411, Apr. 2010. [23] L. Manica, N. Anselmi, P. Rocca, and A. Massa, "Robust mask-constrained linear array synthesis through an interval-based particle swarm optimisation," IET Microwaves, Antennas and Propagation, vol. 7, no. 12, pp. 976-984, Sep. 2013. citation: Poli, L. and Oliveri, G. and Viani, F. and Massa, A. (2015) Robust Synthesis of Shaped Beams exploiting Interval Analysis and Particle Swarm Optimization. Technical Report. University of Trento. document_url: http://www.eledia.org/students-reports/695/1/Robust%20Synthesis%20of%20Shaped%20Beams%20exploiting%20Interval%20Analysis%20and%20Particle%20Swarm%20Optimization.pdf