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Time-modulated linear array synthesis with optimal time schemes for the simultaneous suppression of sidelobe and sidebands

Published online by Cambridge University Press:  11 June 2021

Avishek Chakraborty*
Affiliation:
Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, West Bengal 713209, India
Gopi Ram
Affiliation:
Department of Electronics and Communication Engineering, National Institute of Technology, Warangal, Telangana 506004, India
Durbadal Mandal
Affiliation:
Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, West Bengal 713209, India
*
Author for correspondence: Avishek Chakraborty, E-mail: avishekdreamz@gmail.com

Abstract

An efficient analysis of time-modulated array (TMA) toward realizing less-attenuating radiation patterns with simultaneously suppressed sidelobe and sidebands is presented in this paper. In this framework, an optimal outer element-controlled time sequence is derived. The proposed time scheme, along with optimized array excitations, is profitably applied for the desired solution. TMAs are considered unconventional alternatives to the phased arrays. The desired array radiation features can be attained by periodically enabling and disabling the array elements through high-speed switches. Despite the advantages of architectural simplicity and real-time reconfigurability of periodic time sequences, time-domain antenna arrays inherently generate unavoidable sideband radiations (SRs). The undesired SRs obtained at multiple harmonics around the carrier frequency of the array resembles power loss in unintended directions. This paper aims to minimize the SRs as well as the sidelobe level (SLL) for an efficient analysis of time-modulated linear array (TMLA) with high-directive radiation patterns. The starting instants and the period of on-times are optimized to generate a unique shifted time scheme for the edge elements of the TMLA to reduce the sideband levels (SBLs). The array excitations and the uniform spacing between the elements are also optimized together with the shifted time scheme for the coveted solution. Other methods of suppressing SLLs and SBLs with shifted pulse schemes and sub-sectioned pulse schemes are also presented for a fair comparison. Modified versions of the particle swarm optimization algorithm (PSO) are applied for the desired solutions. The optimal results attained by wavelet mutation-based novel PSO is compared with the conventional PSO and the modified novel PSO-based results. The representative results are reported, and the superior performance abilities of the proposed method compared to other published studies are assessed.

Type
Antenna Design, Modelling and Measurements
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press in association with the European Microwave Association

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References

Shanks, HE and Bickmore, RW (1959) Four-dimensional electromagnetic radiators. Canadian Journal of Physics 37(3), 263275. doi: https://doi.org/10.1139/p59-031.CrossRefGoogle Scholar
Haupt, RL (2017) Antenna arrays in the time domain: an introduction to timed arrays. IEEE Antennas and Propagation Magazine 59(3), 3341. doi: https://doi.org/10.1109/MAP.2017.2686082.CrossRefGoogle Scholar
Rocca, P, Oliveri, G, Mailloux, RJ and Massa, A (2016) Unconventional phased array architectures and design methodologies – a review. Proceedings of the IEEE 104(3), 544560. doi: https://doi.org/10.1109/JPROC.2015.2512389.CrossRefGoogle Scholar
Rocca, P, Yang, F, Poli, L and Yang, S (2019) Time-modulated array antennas-theory, techniques, and applications. Journal of Electromagnetic Waves and Applications 33(12), 15031531. doi: https://doi.org/10.1080/09205071.2019.1627251.CrossRefGoogle Scholar
Shanks, HE (1961) A new technique for electronic scanning. IRE Transactions on Antennas and Propagation 9(2), 162166. doi: https://doi.org/10.1109/TAP.1961.1144965.CrossRefGoogle Scholar
Kummer, WH, Villeneuve, AT, Fong, TS and Terrio, FG (1963) Ultra-low sidelobes from time-modulated arrays. IEEE Transactions on Antennas and Propagation 11(6), 633639. doi: https://doi.org/10.1109/TAP.1963.1138102.CrossRefGoogle Scholar
Fondevila, J, Brégains, JC, Ares, F and Moreno, E (2004) Optimizing uniformly excited linear arrays through time modulation. IEEE Antennas and Wireless Propagation Letters 3, 298301. doi: https://doi.org/10.1109/LAWP.2004.838833.CrossRefGoogle Scholar
Yang, S, Gan, YB and Qing, A (2002) Sideband suppression in time-modulated linear arrays by the differential evolution algorithm. IEEE Antennas and Wireless Propagation Letters 1, 173175. doi: https://doi.org/10.1109/LAWP.2002.807789.CrossRefGoogle Scholar
Brégains, JC, Fondevila-Gómez, J, Franceschetti, G and Ares, F (2008) Signal radiation and power losses of time-modulated arrays. IEEE Transactions on Antennas and Propagation 56(6), 17991804. doi: https://doi.org/10.1109/TAP.2008.923345.CrossRefGoogle Scholar
Yang, S, Gan, YB, Qing, A and Tan, PK (2005) Design of a uniform amplitude time modulated linear array with optimized time sequences. IEEE Transactions on Antennas and Propagation 53(7), 23372339. doi: https://doi.org/10.1109/TAP.2005.850765.CrossRefGoogle Scholar
Poli, L, Rocca, P, Manica, L and Massa, A (2010) Handling sideband radiations in time-modulated arrays through particle swarm optimization. IEEE Transactions on Antennas and Propagation 58(4), 14081411. doi: https://doi.org/10.1109/TAP.2010.2041165.CrossRefGoogle Scholar
Poli, L, Rocca, P, Manica, L and Massa, A (2010) Pattern synthesis in time-modulated linear arrays through pulse shifting. IET Microwaves, Antennas and Propagation 4(9), 11571164. doi: https://doi.org/10.1049/iet-map.2009.0042.CrossRefGoogle Scholar
Zhu, Q, Yang, S, Zheng, L and Nie, Z (2012) Design of a low sidelobe time modulated linear array with uniform amplitude and sub-sectional optimized time steps. IEEE Transactions on Antennas and Propagation 60(9), 44364439. doi: https://doi.org/10.1109/TAP.2012.2207082.CrossRefGoogle Scholar
Tong, Y and Tennant, A (2012) Sideband level suppression in time-modulated linear arrays using modified switching sequences and fixed bandwidth elements. Electronics Letters 48(1), 1011. doi: https://doi.org/10.1049/el.2011.2378.CrossRefGoogle Scholar
Aksoy, E and Afacan, E (2010) Thinned nonuniform amplitude time-modulated linear arrays. IEEE Antennas and Wireless Propagation Letters 9, 514517. doi: https://doi.org/10.1109/LAWP.2010.2051312.CrossRefGoogle Scholar
Yang, F, Yang, S, Chen, Y and Qu, S (2017) A joint optimization approach for the synthesis of large 4-D heterogeneous antenna arrays. IEEE Transactions on Antennas and Propagation 65(9), 45854594. doi: https://doi.org/10.1109/TAP.2017.2725379.CrossRefGoogle Scholar
Yang, F, Yang, S, Chen, Y, Qu, S and Hu, J (2018) Convex optimization of pencil beams through large-scale 4-D antenna arrays. IEEE Transactions on Antennas and Propagation 66(7), 34533462. doi: https://doi.org/10.1109/TAP.2018.2829875.CrossRefGoogle Scholar
Yang, F, Yang, S, Member, S, Chen, Y and Member, S (2019) Efficient pencil beam synthesis in 4-D antenna arrays using an iterative convex optimization algorithm. IEEE Transactions on Antennas and Propagation 67(11), 68476858. doi: https://doi.org/10.1109/TAP.2019.2922817.CrossRefGoogle Scholar
Yang, F, Yang, S, Chen, Y and Guo, J (2019) An effective hybrid approach for the synthesis of pencil beams and shaped beams through 4D linear antenna arrays with constrained DRR. Journal of Electromagnetic Waves and Applications 33(5), 584600. doi: https://doi.org/10.1080/09205071.2018.1564704.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2020) Optimal pulse shifting in timed antenna array for simultaneous reduction of sidelobe and sideband level. IEEE Access 8, 131063131075. doi: https://doi.org/10.1109/ACCESS.2020.3010047.CrossRefGoogle Scholar
Zhu, Q, Yang, S, Yao, R and Nie, Z (2012) Gain improvement in time-modulated linear arrays using SPDT switches. IEEE Antennas and Wireless Propagation Letters 11, 994997. doi: https://doi.org/10.1109/LAWP.2012.2213292.Google Scholar
Rocca, P, Poli, L and Massa, A (2012) Instantaneous directivity optimisation in time-modulated array receivers. IET Microwaves, Antennas and Propagation 6(14), 15901597. doi: https://doi.org/10.1049/iet-map.2012.0400.CrossRefGoogle Scholar
Chen, J, Liang, X, He, C, Fan, H, Zhu, W, Geng, J and Jin, R (2018) Instantaneous gain optimization in time modulated array using reconfigurable power divide/combiner. IEEE Antennas and Wireless Propagation Letters 17(4), 530533. doi: https://doi.org/10.1109/LAWP.2018.2795008.CrossRefGoogle Scholar
Bekele, ET, Poli, L, Rocca, P, D'Urso, M and Massa, A (2013) Pulse-shaping strategy for time modulated arrays – analysis and design. IEEE Transactions on Antennas and Propagation 61(7), 35253537. doi: https://doi.org/10.1109/TAP.2013.2256096.CrossRefGoogle Scholar
Zhu, Q, Yang, S, Yao, R, Huang, M and Nie, Z (2013) Unified time-and frequency-domain study on time-modulated arrays. IEEE Transactions on Antennas and Propagation 61(6), 30693076. doi: https://doi.org/10.1109/TAP.2013.2253538.CrossRefGoogle Scholar
Rocca, P, Masotti, D, Costanzo, A, Salucci, M and Poli, L (2017) The role of accurate dynamic analysis for evaluating time-modulated arrays performance. IEEE Antennas and Wireless Propagation Letters 16, 26632666. doi: https://doi.org/10.1109/LAWP.2017.2740359.CrossRefGoogle Scholar
Masotti, D, Poli, L, Salucci, M, Rocca, P and Costanzo, A (2019) An effective procedure for nonlinear dynamic optimization of time-modulated arrays. IEEE Antennas and Wireless Propagation Letters 18(10), 22042208. doi: https://doi.org/10.1109/LAWP.2019.2940280.CrossRefGoogle Scholar
Li, G, Yang, S and Nie, Z (2010) Direction of arrival estimation in time modulated linear arrays with unidirectional phase center motion. IEEE Transactions on Antennas and Propagation 58(4), 11051111. doi: https://doi.org/10.1109/TAP.2010.2041313.Google Scholar
Guo, J, Yang, S, Qu, SW, Hu, J and Nie, Z (2015) A study on linear frequency modulation signal transmission by 4-D antenna arrays. IEEE Transactions on Antennas and Propagation 63(12), 54095416. doi: https://doi.org/10.1109/TAP.2015.2493559.CrossRefGoogle Scholar
Maneiro-Catoira, R, Brégains, J, García-Naya, JA and Castedo, L (2017) Time modulated arrays: from their origin to their utilization in wireless communication systems. Sensors (Switzerland) 17(3), 114. doi: https://doi.org/10.3390/s17030590.CrossRefGoogle ScholarPubMed
Poli, L, Rocca, P, Oliveri, G and Massa, A (2011) Harmonic beamforming in time-modulated linear arrays. IEEE Transactions on Antennas and Propagation 59(7), 25382545. doi: https://doi.org/10.1109/TAP.2011.2152323.CrossRefGoogle Scholar
Li, H, Chen, Y and Yang, S (2019) Harmonic beamforming in antenna array with time-modulated amplitude-phase weighting technique. IEEE Transactions on Antennas and Propagation 67(10), 64616472. doi: https://doi.org/10.1109/TAP.2019.2922815.CrossRefGoogle Scholar
Gassab, O, Azrar, A, Dahimene, A, Bouguerra, S and He, C (2020) Efficient electronic beam steering method in time modulated linear arrays. IET Microwaves, Antennas and Propagation 14(5), 402408. doi: https://doi.org/10.1049/iet-map.2019.0673.CrossRefGoogle Scholar
Chakraborty, A, Mandal, D and Ram, G (2019) Beam steering in a time switched antenna array with reduced side lobe level using evolutionary optimization technique. 2019 IEEE Indian Conf. Antennas Propagation, InCAP 2019. doi: https://doi.org/10.1109/InCAP47789.2019.9134497.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Pattern synthesis of timed antenna array with the exploitation and suppression of harmonic radiation. International Journal of Communication Systems 34(4), e4727. doi: https://doi.org/10.1002/dac.4727.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Multibeam steered pattern synthesis in time-modulated antenna array with controlled harmonic radiation. International Journal of RF and Microwave Computer-Aided Engineering 31(5), e22597. doi: https://doi.org/10.1002/mmce.22597.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Time-modulated multibeam steered antenna array synthesis with optimally designed switching sequence. International Journal of Communication Systems 34(9), e4828. doi: https://doi.org/10.1002/dac.4828.CrossRefGoogle Scholar
Poli, L, Masotti, D, Hannan, MA, Costanzo, A and Rocca, P (2020) Codesign of switching sequence and diode parameters for multiple pattern optimization in time-modulated arrays. IEEE Antennas and Wireless Propagation Letters 19(11), 18521856. doi: https://doi.org/10.1109/LAWP.2020.3010824.CrossRefGoogle Scholar
Rocca, P, Zhu, Q, Bekele, ET, Yang, S and Massa, A (2014) 4-D arrays as enabling technology for cognitive radio systems. IEEE Transactions on Antennas and Propagation 62(3), 11021116. doi: https://doi.org/10.1109/TAP.2013.2288109.CrossRefGoogle Scholar
Poli, L, Rocca, P, Oliveri, G, Chuan, M, Mazzucco, C, Verzura, S, Lombardi, R and Massa, A (2018) Advanced pulse sequence design in time-modulated arrays for cognitive radio. IEEE Antennas and Wireless Propagation Letters 17(5), 898902. doi: https://doi.org/10.1109/LAWP.2018.2821715.CrossRefGoogle Scholar
Bogdan, G, Godziszewski, K and Yashchyshyn, Y (2020) Experimental investigation of beam-steering applied to 2 × 2 MIMO system with single receiving RF chain and time-modulated antenna array. International Journal of Microwave and Wireless Technologies 12(6), 504512. doi: https://doi.org/10.1017/S1759078720000744.CrossRefGoogle Scholar
Ni, D, Yang, S, Chen, Y and Guo, J (2017) A study on the application of subarrayed time-modulated arrays to MIMO radar. IEEE Antennas and Wireless Propagation Letters 16, 11711174. doi: https://doi.org/10.1109/LAWP.2016.2626478.CrossRefGoogle Scholar
Robinson, J and Rahmat-Samii, Y (2004) Particle swarm optimization in electromagnetics. IEEE Transactions on Antennas and Propagation 52(2), 397407. doi: https://doi.org/10.1109/TAP.2004.823969.CrossRefGoogle Scholar
Mandal, D, Ghoshal, SP and Bhattacharjee, AK (2010) Novel particle swarm optimization based synthesis of concentric circular antenna array for broadside radiation. Lecture Notes in Computer Science (including its subseries Lecture Notes in Artificial Intelligence and Lecture Notes 6466, 432439. doi: https://doi.org/10.1007/978-3-642-17563-3_52.Google Scholar
Ling, SH, Iu, HHC, Leung, FHF and Chan, KY (2008) Improved hybrid particle swarm optimized wavelet neural network for modeling the development of fluid dispensing for electronic packaging. IEEE Transactions on Industrial Electronics 55(9), 34473460. doi: https://doi.org/10.1109/TIE.2008.922599.CrossRefGoogle Scholar
Ram, G, Mandal, D, Kar, R and Ghoshal, SP (2016) Improvement in various radiation characteristics of time modulated linear antenna arrays using evolutionary algorithms. Journal of Experimental and Theoretical Artificial Intelligence 28, 151180. doi: https://doi.org/10.1080/0952813X.2015.1020522.CrossRefGoogle Scholar