Optimal Design of Smart Antenna Arrays for Beamforming, Direction Finding, and Null Placement Using the Soft Computing Method

IF 1.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Avishek Chakraborty, Aishwarya Mishra, Indrasen Singh, Saif Ahmad, Mohd Javed Khan, Deepti Sharma, Ahmed Alkhayyat, Sumit Gupta
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引用次数: 0

Abstract

The urge of modern communication system is to design and development of the smart antennas with adaptive radiation characteristics. The multifold capabilities of fourth-dimensional antenna arrays can cater that much needed adaptiveness if properly designed. Compared to the conventional arrays, the fourth-dimensional arrays have one added advantage as the ‘Time’ of all the switched-on antenna elements can be managed to generate the required amplitude and phase tapering without even using attenuators and phase shifters. However, one inherent limitation of fourth-dimensional control parameter is the generation of harmonics or sidebands. This article proposes various means of radiation pattern synthesis in fourth-dimensional linear antenna arrays with pulse shifting, pulse splitting, and a combination of both. First of all, the pulse splitting and shifting techniques are combinedly proposed by reducing the sidelobe levels and sideband levels of the beamforming antenna arrays to enhance directivities and efficiencies. Then, this mathematical proposition of the direction finding fourth-dimensional arrays is developed. Finally, broad nulls over a specific angle of arrival region are created for jamming and interference mitigation. For all these cases, the sidelobe level and the unwanted higher-order sideband levels are suppressed to reduce the unwanted interferences and power losses. The optimal time schemes for all the synthesized patterns are generated by proposing a chaos-based soft computing algorithm. The radiofrequency signals at each radiating array element are processed by the optimal time schemes proposed for specific applications. The outcomes are validated and compared with other state-of-the-art works of this domain to prove the competency of the proposed work. The qualitative and quantitative comparisons presented for beamforming array is aimed for a good improvement over other reported works by targeting ultralow (less than −40 dB) sidelobe and sideband levels. For direction-finding array, the proposed idea has also targeted ultralow sidelobes for the main as well as steered beam patterns. Furthermore, the null placement over a region has been aimed to cover more area for jamming and sidelobe reduction for interference mitigation. Overall, the optimal designs proposed for these advanced applications are beneficial for cutting-edge communication systems.

利用软计算方法优化智能天线阵列的波束成形、测向和空位放置设计
现代通信系统迫切需要设计和开发具有自适应辐射特性的智能天线。如果设计得当,四维天线阵列的多重功能可以满足这种急需的适应性。与传统阵列相比,四维阵列有一个额外的优势,即所有开启的天线元件的 "时间 "都可以管理,以产生所需的振幅和相位渐变,甚至无需使用衰减器和移相器。然而,四维控制参数的一个固有限制是会产生谐波或边带。本文提出了四维线性天线阵列辐射模式合成的各种方法,包括脉冲移动、脉冲分裂以及两者的结合。首先,通过降低波束成形天线阵列的边带电平和侧带电平,综合提出了脉冲分割和移位技术,以提高指向性和效率。然后,提出了第四维天线阵列的测向数学命题。最后,创建特定到达角区域的宽空域,以减少干扰。在所有这些情况下,都会抑制边带电平和不需要的高阶边带电平,以减少不需要的干扰和功率损耗。所有合成模式的最佳时间方案都是通过提出一种基于混沌的软计算算法生成的。每个辐射阵列元件上的射频信号都是通过针对特定应用提出的最佳时间方案进行处理的。这些结果经过验证,并与该领域其他最先进的作品进行了比较,以证明所提议的工作的能力。针对波束成形阵列的定性和定量比较旨在通过超低(小于-40 dB)的边音和边带水平,对其他已报道的作品进行良好的改进。对于测向阵列,所提出的想法也以主波束和转向波束模式的超低边带为目标。此外,在一个区域内放置空点的目的是覆盖更多区域,以减少干扰和降低侧叶。总之,为这些先进应用提出的优化设计有利于尖端通信系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.60
自引率
6.20%
发文量
101
审稿时长
>12 weeks
期刊介绍: Prediction through modelling forms the basis of engineering design. The computational power at the fingertips of the professional engineer is increasing enormously and techniques for computer simulation are changing rapidly. Engineers need models which relate to their design area and which are adaptable to new design concepts. They also need efficient and friendly ways of presenting, viewing and transmitting the data associated with their models. The International Journal of Numerical Modelling: Electronic Networks, Devices and Fields provides a communication vehicle for numerical modelling methods and data preparation methods associated with electrical and electronic circuits and fields. It concentrates on numerical modelling rather than abstract numerical mathematics. Contributions on numerical modelling will cover the entire subject of electrical and electronic engineering. They will range from electrical distribution networks to integrated circuits on VLSI design, and from static electric and magnetic fields through microwaves to optical design. They will also include the use of electrical networks as a modelling medium.
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