Research Article
A Comparative Study on Sideband Optimization in
Time-Modulated Arrays
Ertugrul Aksoy and Erkan Afacan
Department of Electrical & Electronics Engineering, Faculty of Engineering, Gazi University, 06570 Ankara, Turkey
Correspondence should be addressed to Ertugrul Aksoy; ertugrulaksoy@gazi.edu.tr
Received 29 November 2013; Accepted 19 March 2014; Published 29 April 2014
Academic Editor: Paolo Rocca
Copyright © 2014 E. Aksoy and E. Afacan. his is an open access article distributed under the Creative Commons Attribution
License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly
cited.
A comparative analysis of the three diferent methods known as sideband level suppression (SBL), sideband radiation suppression
(SR), and sideband bound suppression (SB) which are used in sideband calculations for time-modulated arrays (TMAs) is presented.
he three methods are investigated in terms of sideband level, sideband power, time average directivity, and solution time for TMAs
so as to show the performances and potentialities of these distinct techniques. he problems of interference suppression, sidelobe
cancelling, and joint interference suppression and sidelobe cancelling are analyzed for a time-modulated linear array. In the linear
array 30 elements are used and the interelement spacing is determined to be a half-wavelength. During the investigations, diferential
evolution (DE) algorithm is chosen as the optimization tool. he common variable aperture size (VAS) time schemes are optimized
to synthesize the desired goals in order to compare the techniques. he results show that the SB method is more convenient than
the other two compared methods.
1. Introduction
he application of time as a fourth design parameter has
been irst suggested by Shanks and Bickmore in the late
1950s [1]. his irst work has been followed by the work of
Kummer et al. in 1963 in which time parameter is used to
obtain an ultralow sidelobe pattern for a linear 8-element slot
array [2]. Ater these works the time parameter has begun
to be used for the improvement of the properties of antenna
arrays [3]. he research in this area has gained acceleration
especially with the advancement of calculation speed and
with the emergence of new optimization techniques in the
early 2000s. he irst works were about obtaining the desired
pattern at the operating frequency and controlling sidebands
simultaneously [4–8] and also about investigating several
switching sequences such as variable aperture size (VAS) [9],
pulse shiting [10], and pulse splitting [11–14]. Also the time
modulation implementation of several optimization methods
such as diferential evolution (DE) [4, 5], particle swarm
optimization (PSO) [6], or simulated annealing (SA) [7] may
be considered amongst the early studies. Time modulation
has been also used in interference suppression and adaptive
beamforming applications [15–18].
Sidebands occurring due to the periodic nature of time
modulation are generally evaluated as a loss in many standard
applications, but in the work of Tennant and Chambers, it
is shown that these sidebands can be used on purpose [19].
Firstly, it is proposed that for a two-element time-modulated
array a steerable deep null at the irst harmonic frequency
can be found and used in direction inding applications [19],
and then this is proved experimentally in [20]. Later Li et al.
have suggested that the main beam of the irst harmonic can
be steered without using phase shiters and can be used for
communications [21]. Other direction inding applications
using time modulation are given by Li et al. [22] and Hong
et al. [23]. Recent studies about time modulation can be
expressed as follows: gain improvement by using single-
pole double-throw switches is investigated in [24]; relector
arrays with time modulation are investigated in [25]. he
optimization of switching durations so as to maintain main
beam directivity constant is given in [26]. Instead of switching
functions with ideal rectangulars, more realistic modellings
Hindawi Publishing Corporation
International Journal of Antennas and Propagation
Volume 2014, Article ID 290737, 14 pages
http://dx.doi.org/10.1155/2014/290737