Design and Analysis of Multi-Mode Distributed Array with Hybrid Optimization Method
DOI:
https://doi.org/10.13052/2021.ACES.J.361203Keywords:
Distributed Array Synthesis, Grating Lobe Suppression, Differential Evolution Algorithm, PSO Optimization Algorithm, Convex OptimizationAbstract
In this paper, we presented an improved hybrid optimization method to construct distributed array with two identical sub-arrays, which is mainly applied on airplanes as the front-end of communication and detection system. According to different demands on array’s gain and operating distances, the proposed method presents a scheme of implementation of two operate modes by optimizing elements’ positions and excitations. Two sub-arrays are able to work together to realize high gain when the object is quite far away, and one sub-array is able to work alone when the object is relatively close. This method is presented based on Particle Swarm Optimization (PSO) method and convex method, accomplishing that peak sidelobe level (PSLL) of whole array is lowered under -10 dB, and PSLLs of sub-arrays are lowered under -20 dB by supplementing some auxiliary units and re-optimizing array’s excitation distribution. In the procedure of optimization, the hybrid method is designed catering to multiple constraints according to the requirements of practical application. A specific example for synthesizing reconfigurable distributed array is provided and the sensitivity of obtained performance affected by interference of optimized results is discussed.
Downloads
References
S. Rao, A. Pandya, and C. Ostroot, “Phased array antennas for aircraft applications,” IEEE Indian Conf. Antennas Propag. (InCAP), pp. 1-4, Dec. 2018.
K. Buchanan, C. Flores-Molina, O. Sternberg, D. Overturf, S. Wheeland, and N. Johnson, “Near-field receive beamforming analysis using circularly distributed random arrays,” IEEE Int. Symp. Antennas Propag. USNC/URSI National Radio Science Meeting, pp. 1591-1592, Jul. 2017.
P. Chatterjee and J. A. Nanzer, “Using platform motion for improved spatial filtering in distributed antenna arrays,” IEEE Radio Wirel. Symp., RWS, pp. 253-255, Jan. 2018.
S. Fang, W. Li, Z. Xue, and W. Ren, “Synthesis of distributed array consisting of two subarrays via hybrid method of differential evolution optimization and convex optimization,” IEEE Antennas Wirel. Propag. Lett., vol. 20, no. 2, pp. 125-129, Feb. 2021.
B. Feng and D. C. Jenn, “Grating lobe suppression for distributed digital subarrays using virtual filling,” IEEE Antennas Wirel. Propag. Lett., vol. 12, pp. 1323-1326, 2013.
S. Fang, Z. Xue, W. Li, and W. Ren, “Grating lobe suppression of planar array with large inter-element spacing by using genetic algorithm,” Int. Conf. Microw. Millim. Wave Technol., ICMMT - Proc., pp. 1-3, May 2018.
P. Chakravorty and D. Mandal, “Grating lobe suppression with discrete dipole element antenna arrays,” IEEE Antennas Wirel. Propag. Lett., vol. 15, pp. 1234-1237, 2016.
S. Jayaprakasam, S. K. A. Rahim, L. C. Yen, and K. R. Ramanathan, “Genetic Algorithm based weight optimization for minimizing sidelobes in distributed random array beamforming,” Int. Conf. Parallel Distrib. Syst., ICPADS, pp. 623-627, Dec. 2013.
Y. V. Krivosheev, A. V. Shishlov, and V. V. Denisenko, “Grating lobe suppression in aperiodic phased array antennas composed of periodic subarrays with large element spacing,” IEEE Antennas Propag. Mag., vol. 57, no. 1, pp. 76-85, Feb.2015.
H. Xiaojian, T. Xinhuai, Y. Jinyuan, and W. Jianguo, ‘‘Distributed genetic algorithm for optimal planar arrays of aperture synthesis telescope,” J. Syst. Eng. Electron., vol. 15, no. 3, pp. 419-425, Sep. 2004.
A. Trucco, “Synthesizing wide-band sparse arrays by simulated annealing,” in MTS/IEEE Oceans 2001. An Ocean Odyssey. Conf. Proc. (IEEE Cat. No.01CH37295), vol. 2, pp. 989-994, Nov.2001.
N. Jin and Y. Rahmat-Samii, “Advances in particle swarm optimization for antenna designs: Real-number, binary, single-objective and multiobjective implementations,” IEEE Trans. Antennas Propag., vol. 55, no. 3, pp. 556-567, Mar. 2007.
D. G. Kurup, M. Himdi, and A. Rydberg, “Synthesis of uniform amplitude unequally spaced antenna arrays using the differential evolution algorithm,” IEEE Trans. Antennas Propag., vol. 51, no. 9, pp. 2210-2217, Sep. 2003.
A. Massa, M. Pastorino, and A. Randazzo, “Optimization of the directivity of a monopulse antenna with a subarray weighting by a hybrid differential evolution method,” IEEE Antennas Wirel. Propag. Lett., vol. 5, pp. 155-158, 2006.
D. Mandal, A. K. Bhattacharjee, and S. P. Ghoshal, “Application of bio-inspired optimization technique for finding the optimal set of concentric circular antenna array,” in World Congr. Nat. Biol. Inspired Comput., NABIC, pp. 1247-1252, Dec. 2009.
E. J. Candès, M. B. Wakin, and S. P. Boyd, “Enhancing sparsity by reweighted L1 minimization,” J. Fourier Anal. Appl., vol. 14, no. 5-6, pp. 877-905, 2008.
S. E. Nai, W. Ser, Z. L. Yu, and H. Chen, “Beampattern synthesis for linear and planar arrays with antenna selection by convex optimization,” IEEE Trans. Antennas Propag., vol. 58, no. 12, pp. 3923-3930, Dec. 2010.
B. Fuchs, “Synthesis of sparse arrays with focused or shaped beampattern via sequential convex optimizations,” IEEE Trans. Antennas Propag., vol. 60, no. 7, pp. 3499-3503, Jul. 2012.
Y. Liu, L. Zhang, L. Ye, Z. Nie, and Q. H. Liu, ‘‘Synthesis of sparse arrays with frequency-invariant-focused beam patterns under accurate sidelobe control by iterative second-order cone programming,” IEEE Trans. Antennas Propag., vol. 63, no. 12, pp. 5826-5832, Dec. 2015.
J. Kennedy and R. C. Eberhart, “A discrete binary version of the particle swarm algorithm,” Conf. Proc. IEEE Int. Conf. Syst. Man Cybern. Comput. Cybern. Simul., vol. 5, pp. 4104-4108, Oct.1997.
X. Jia and G. Lu, “A hybrid taguchi binary particle swarm optimization for antenna designs,” IEEE Antennas Wirel. Propag. Lett., vol. 18, no. 8, pp. 1581-1585, Aug. 2019.
W. Weng, W. Ho, and M. Chang, “Optimal design of a planar antenna using binary particle swarm optimization,” IEEE Int. Workshop Electromagn., (iWEM), pp. 68-69, Aug. 2014.
F. Afshinmanesh, A. Marandi, and M. Shahabadi, “Design of a single-feed dual-band dual-polarized printed microstrip antenna using a boolean particle swarm optimization,” IEEE Trans. Antennas Propag., vol. 56, no. 7, pp. 1845-1852, Jul.2008.
X. Jun and H. Chang, “The discrete binary version of the improved particle swarm optimization algorithm,” in 2009 Int. Conf. Manage. Serv. Sci., pp. 1-6, Sep. 2009.