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16+ results
Field: Antenna Design and Optimization

Applications of Machine Learning and Deep Learning in Antenna Design, Optimization, and Selection: A Review

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Nayan Sarker, Prajoy Podder, M. Rubaiyat Hossain Mondal, Sakib Shahriar Shafin et al.

Journal: IEEE Access
Year: 2023
Citations: 140

This review paper provides an overview of the latest developments in artificial intelligence (AI)-based antenna design and optimization for wireless communications. Machine learning (ML) and deep learning (DL) algorithms are applied to antenna engineering to improve the efficiency of the design and ...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Nonuniformly Spaced Linear Antenna Array Design Using Firefly Algorithm

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Mohammad Asif Zaman, M. A. Matin

Journal: International Journal of Microwave Science and TechnologyYear: 2012Citations: 108

A nonuniformly spaced linear antenna array with broadside radiation characteristics is synthesized using firefly algorithm and particle swarm optimization. The objective of the work is to find the optimum spacing between the radiating antenna elements which will create a predefined arbitrary radiati...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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A review on machine learning and deep learning for various antenna design applications

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Mohammad Monirujjaman Khan, Sazzad Hossain, Puezia Mozumdar, Shamima Akter et al.

Journal: HeliyonYear: 2022Citations: 103

The next generation of wireless communication networks will rely heavily on machine learning and deep learning. In comparison to traditional ground-based systems, the development of various communication-based applications is projected to increase coverage and spectrum efficiency. Machine learning a...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Design and Performance Analysis of Microstrip Array Antennas with Optimum Parameters for X-band Applications

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Tanvir Ishtaique, Md. Kamal, Md. Shihabul, Md. Al-Amin

Journal: International Journal of Advanced Computer Science and ApplicationsYear: 2011Citations: 86

This paper demonstrates simple, low cost and high gain microstrip array antennas with suitable feeding techniques and dielectric substrate for applications in GHz frequency range. The optimum design parameters of the antenna are selected to achieve the compact dimensions as well as the best possible...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Dual Band Antenna Design and Prediction of Resonance Frequency Using Machine Learning Approaches

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Md. Ashraful Haque, Nayan Sarker, Narinderjit Singh Sawaran Singh, Md Afzalur Rahman et al.

Journal: Applied SciencesYear: 2022Citations: 79

An inset fed-microstrip patch antenna (MPA) with a partial ground structure is constructed and evaluated in this paper. This article covers how to evaluate the performance of the designed antenna by using a combination of simulation, measurement, creation of the RLC equivalent circuit model, and the...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Design and analysis of microstrip patch antenna for 5G wireless communication systems

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Md. Sohel Rana, Md. Mostafizur Rahman Smieee

Journal: Bulletin of Electrical Engineering and InformaticsYear: 2022Citations: 73

Due to lower latency, greater transmission speed, wider bandwidth, and the possibility to connect with greater multiple devices, fifth-generation (5G) networks are far better than 4G. In this study, a microstrip patch antenna operating at 28 GHz is investigated and modeled for future 5G communicatio...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Primary beam effects of radio astronomy antennas – II. Modelling MeerKAT <i>L</i>-band beams

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K. M. B. Asad, J. N. Girard, M. S. de Villiers, Theophilus Ansah-Narh et al.

Journal: Monthly Notices of the Royal Astronomical SocietyYear: 2021Citations: 62

ABSTRACT After a decade of design and construction, South Africa’s SKA-MID precursor MeerKAT has begun its science operations. To make full use of the widefield capability of the array, it is imperative that we have an accurate model of the primary beam of its antennas. We have taken available L-ban...

Physical SciencesPhysics and AstronomyAstronomy and AstrophysicsOpen Access
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Frequency diverse array OFDM transmitter for secure wireless communication

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Yuan Ding, Junqing Zhang, Vincent Fusco

Journal: Electronics LettersYear: 2015Citations: 60

In this reported work, the frequency diverse array concept is employed to construct an orthogonal frequency‐division multiplexing (OFDM) transmitter that has the capability of securing wireless communication in free space directly in the physical‐layer without the need for mathematical encryption. T...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Microstrip patch antennas for various applications: a review

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Md. Sohel Rana, Sifat Hossain, Shuvashis Biswas Rana, Md. Mostafizur Rahman

Journal: Indonesian Journal of Electrical Engineering and Computer ScienceYear: 2022Citations: 50

&lt;span lang="EN-US"&gt;This paper aims to review microstrip antennas for various applications. The design of microstrip patch antennas is a new research field developed for use in 5th generation communication applications. An antenna is a collection of multiple devices connected together that func...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Broadband high gain performance MIMO antenna array for 5 G mm-wave applications-based gain prediction using machine learning approach

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Md. Ashraful Haque, Md. Sharif Ahammed, Redwan A. Ananta, Khaled Aljaloud et al.

Journal: Alexandria Engineering JournalYear: 2024Citations: 47

This paper presents the findings about implementing a machine learning (ML) technique to optimize the performance of 5 G mm wave applications utilizing multiple-input multiple-output (MIMO) antennas operating at the 28 GHz frequency band. This article examines various methodologies, including simula...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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CPW-Fed Super-Wideband Antenna With Modified Vertical Bow-Tie-Shaped Patch for Wireless Sensor Networks

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Rezaul Azim, Mohammad Tariqul Islam, Haslina Arshad, Md. Mottahir Alam et al.

Journal: IEEE AccessYear: 2020Citations: 46

In this paper a coplanar waveguide-fed super-wideband antenna is presented for wireless sensor networks. The studied low-profile design is comprised of a modified bow-tie-shaped vertical patch and two asymmetrical ground planes and has been prototyped on a single-sided FR4 microwave substrate. The a...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Design of Antennas through Artificial Intelligence: State of the Art and Challenges

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Sotirios K. Goudos, Panagiotis D. Diamantoulakis, M. A. Matin, Panagiotis Sarigiannidis et al.

Journal: IEEE Communications MagazineYear: 2022Citations: 44

The antenna is a critical part of the RF front end of a communication system. In this study, we present some of the major applications of artificial intelligence (AI) to antenna design. We review the previous research and applications of several AI techniques such as evolutionary algorithms, machine...

Physical SciencesEngineeringAerospace Engineering
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Design, Simulation and Analysis of a High Gain Small Size Array Antenna for 5G Wireless Communication

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Nabil Mohammad, Muhammad Mostafa Amir Faisal

Journal: Wireless Personal CommunicationsYear: 2020Citations: 44
Physical SciencesEngineeringAerospace Engineering
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Design of a Multiband Patch Antenna for 5G Communication Systems

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Atik Mahabub, Md. Mostafizur Rahman, Md. Mamun Al-Amin, M. S. Rahman et al.

Journal: Open Journal of Antennas and PropagationYear: 2018Citations: 44

Currently, communication system requires multiband small antennas for 5G mobile applications. Driven this motivation, this paper proposes a multiband patch antenna for Wi-Fi, WiMAX and 5G applications. The proposed antenna can effectively operate at 2.4 GHz as Wi-Fi, 7.8 GHz as WiMAX and 33.5 GHz as...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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Machine learning-based technique for directivity prediction of a compact and highly efficient 4-port MIMO antenna for 5G millimeter wave applications

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Md. Ashraful Haque, Kamal Hossain Nahin, Jamal Hossain Nirob, Md Kawsar Ahmed et al.

Journal: Results in EngineeringYear: 2024Citations: 40

Miniaturized Millimeter Wave (mm-wave) MIMO antenna arrays with an observed 10-dB impedance broad bandwidth of 3.7 GHz (25.785-29.485) are the focus of this study’s design and analysis for a 5G application. Rogers RT/ duroid 5880, a low-loss dielectric material, is utilized in the antenna’s fabricat...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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