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Microwave Sensors for Industrial Applications

A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Industrial Sensors".

Deadline for manuscript submissions: 31 July 2024 | Viewed by 13559

Special Issue Editors


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Guest Editor
School of Electronics and Information Engineering, Beihang University (BUAA), Beijing 100191, China
Interests: microwave sensors and applications; dielectric characterization; millimeter wave terahertz radiation sources and amplifiers; micro-nano integrated vacuum electronics and systems; semiconductor vacuum transistors; terahertz devices and systems; terahertz spectroscopy and imaging systems

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Guest Editor
Department of Applied Engineering, Reykjavik University, 101 Reykjavík, Iceland
Interests: microwave sensors; inverse modeling; optimization; complementary metamaterial; dielectric characterization; industrial applications; millimeter and THz devices
Special Issues, Collections and Topics in MDPI journals

E-Mail Website
Guest Editor
Department of Applied Engineering, Reykjavik University, 101 Reykjavik, Iceland
Interests: RF and antenna; reconfigurable antenna; microwave and millimeter wave devices; metamaterials; sensors and industrial applications

Special Issue Information

Dear Colleagues,

Microwave sensors have applications in many different industries, including the biomedical, electronic, energy, and food sectors. This is because of their quick response time, sturdy design, high sensitivity, and good accuracy. These sensors are divided into two types: resonant and non-resonant. Transmission lines (such as coaxial lines, coplanar waveguides, and microstrip lines) are used in non-resonant broadband dielectric spectroscopy of materials (solids, liquids, and gases). This technique is used to derive material properties by analyzing the physical transmission mode or implying the distributed per unit length capacitance and conductance of a transmission line. Another approach that is gaining popularity is resonant, which uses metamaterial resonators to achieve high sensitivity in a specific frequency band. The basic idea behind these sensors is to measure changes in resonant frequency or quality factor caused by changes in the physical or electromagnetic properties of the sample under test. The modeling, optimization, and rapid redesign of these sensors for operating parameters and specifications pertinent to different application areas, including agriculture, aerospace, defense, electronics, and healthcare, remain some of the significant challenges.

We invite authors with both industrial and scientific backgrounds, working in any area of microwave sensing and applications, to submit their original manuscripts for consideration in this Special Issue. Specific areas of interest include but are not limited to:

  1. Microwave sensors;
  2. Non-destructive testing (NDT);
  3. Dielectric characterization;
  4. Microwave measurements and system design;
  5. Microwave sources and detectors;
  6. Metamaterial and complementary metamaterial;
  7. Optimization and modeling;
  8. Industrial applications;
  9. Rapid prototyping;
  10. Resonant and non-resonant approaches.

Prof. Dr. Cunjun Ruan
Dr. Tanveer Ul Haq
Dr. Bashar Ali Fraea Esmail
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Sensors is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • microwave sensors
  • non-destructive testing (NDT)
  • dielectric characterization
  • microwave measurements and system design
  • microwave sources and detectors
  • metamaterial and complementary metamaterial
  • optimization and modeling
  • industrial applications
  • rapid prototyping
  • resonant and non-resonant approaches

Published Papers (8 papers)

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Research

18 pages, 41717 KiB  
Article
Non-Invasive Determination of the Mass Flow Rate for Particulate Solids Using Microwaves
by Amrit Zoad, Alexander Koelpin and Andreas Penirschke
Sensors 2023, 23(24), 9821; https://doi.org/10.3390/s23249821 - 14 Dec 2023
Viewed by 683
Abstract
This paper presents a novel technique for the mass flow rate determination of particulate solids called the “Sliding Mass Technique”. The mass flow rate is a measure of the mass of a substance that passes through a given cross-sectional area per unit time. [...] Read more.
This paper presents a novel technique for the mass flow rate determination of particulate solids called the “Sliding Mass Technique”. The mass flow rate is a measure of the mass of a substance that passes through a given cross-sectional area per unit time. Its calculation requires simultaneous detection of the concentration and velocity of the Material Under Test. A novel measurement technique is designed for determining the concentration of the mass flow without the necessity for density evaluation. The mass flow rate is determined by fusing the established concentration results with velocity results obtained from “Microwave Spatial Filtering Velocimetry”. A new metamaterial-based mass flow sensor for particulate solids was designed, realized and measured in an industrial environment. A Software-Defined Radio (Ettus Research’s USRP B210) was utilized as a sensor electronic system for DAQ purposes. A MATLAB app was developed to operate the SDR. Measurements were carried out on-site using a state-of-the-art wood pellet heating system with wood pellets with different moisture contents. The measurement results were found to be in very good agreement with the expected results, which strengthens the feasibility of this newly proposed measurement technique. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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19 pages, 19545 KiB  
Article
A Novel Densely Packed 4 × 4 MIMO Antenna Design for UWB Wireless Applications
by Owais Khan, Shahid Khan, Safdar Nawaz Khan Marwat, Neelam Gohar, Muhammad Bilal and Mariana Dalarsson
Sensors 2023, 23(21), 8888; https://doi.org/10.3390/s23218888 - 01 Nov 2023
Viewed by 947
Abstract
In this article, a compact 4-port UWB (Ultra-Wide Band) MIMO (Multiple Input Multiple Output) antenna is proposed. A low profile FR-4 substrate is used as a dielectric material with the dimensions of 58 × 58 mm2 (0.52λ × 0.52λ) at 2.8 GHz [...] Read more.
In this article, a compact 4-port UWB (Ultra-Wide Band) MIMO (Multiple Input Multiple Output) antenna is proposed. A low profile FR-4 substrate is used as a dielectric material with the dimensions of 58 × 58 mm2 (0.52λ × 0.52λ) at 2.8 GHz and a standard thickness of 1.6 mm. The proposed design characterizes an impedance bandwidth starting from 2.8 to 12.1 GHz (124.1%). Each of the four elements of the proposed MIMO antenna configuration consists of a monopole antenna with PG (partial ground) that has a slot at its center. The corner of each patch (radiator) and ground slot are rounded for impedance matching. Each unit cell is in an orthogonal orientation, forming a quad-port MIMO antenna system. For reference, the partial ground of each unit cell is connected meticulously with the others. The simulated results of the proposed quad-port MIMO antenna design were configured and validated by fabrication and testing. The proposed Quad-port MIMO design has a 6.57 dBi peak gain and 97% radiation efficiency. The proposed design has good isolation below 15 dB in the lower frequency range and below 20 dB in the higher frequency range. The design has a measured ECC (Envelop Correlation Co-efficient) of 0.03 and DG (Diversity Gain) of 10 dB. The value of TARC (Total Active Reflection Coefficient) over the entire operating band is less than 10 dB. Moreover, the design maintained CCL (Channel Capacity Loss) < 0.4 bits/sec/Hz and MEG (Mean Effective Gain) < 3 dB. Based on the obtained results, the proposed design is suitable for the intended high data rate UWB wireless communication portable devices. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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22 pages, 7714 KiB  
Article
Investigation of Material Loading on an Evolved Antecedent Hexagonal CSRR-Loaded Electrically Small Antenna
by Jake Peng Sean Ng, Yee Loon Sum, Boon Hee Soong and Paulo J. M. Monteiro
Sensors 2023, 23(20), 8624; https://doi.org/10.3390/s23208624 - 21 Oct 2023
Viewed by 1076
Abstract
Recent advances in embedded antenna and sensor technologies for 5G communications have galvanized a response toward the investigation of their electromagnetic performance for urban contexts and civil engineering applications. This article quantitatively investigates the effects of material loading on an evolved antecedent hexagonal [...] Read more.
Recent advances in embedded antenna and sensor technologies for 5G communications have galvanized a response toward the investigation of their electromagnetic performance for urban contexts and civil engineering applications. This article quantitatively investigates the effects of material loading on an evolved antecedent hexagonal complementary split-ring resonator (CSRR)-loaded antenna design through simulation and experimentation. Optimization of the narrowband antenna system was first performed in a simulation environment to achieve resonance at 3.50 GHz, featuring an impedance bandwidth of 1.57% with maximum return loss and theoretical gain values of 20.0 dB and 1.80 dBi, respectively. As a proof-of-concept, a physical prototype is fabricated on a printed circuit board followed by a simulation-based parametric study involving antenna prototypes embedded into Ordinary Portland Cement pastes with varying weight percentages of iron(III) oxide inclusions. Simulation-derived and experimental results are mutually verified, achieving a systemic downward shift in resonant frequency and corresponding variations in impedance matching induced by changes in loading reactance. Finally, an inversion modeling procedure is employed using perturbation theory to extrapolate the relative permittivity of the dielectric loaded materials. Our proposed analysis contributes to optimizing concrete-embedded 5G antenna sensor designs and establishes a foundational framework for estimating unknown dielectric parameters of cementitious composites. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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15 pages, 963 KiB  
Article
Bandwidth-Controllable Third-Order Band Pass Filter Using Substrate-Integrated Full- and Semi-Circular Cavities
by Nrusingha Charan Pradhan, Slawomir Koziel, Rusan Kumar Barik and Anna Pietrenko-Dabrowska
Sensors 2023, 23(13), 6162; https://doi.org/10.3390/s23136162 - 05 Jul 2023
Cited by 4 | Viewed by 1405
Abstract
The article presents a novel circular substrate-integrated waveguide (SIW) bandpass filter (BPF) with controllable bandwidth. The proposed BPF was configured using two microstrip feed lines, semi-circular SIW cavities, capacitive slots, and inductive vias. The circular cavity was divided into two halves, and the [...] Read more.
The article presents a novel circular substrate-integrated waveguide (SIW) bandpass filter (BPF) with controllable bandwidth. The proposed BPF was configured using two microstrip feed lines, semi-circular SIW cavities, capacitive slots, and inductive vias. The circular cavity was divided into two halves, and the two copies were cascaded. The resulting bisected and cascaded structures were then connected back-to-back. Finally, by introducing two inductive vias to the circular center cavity, a transmission zero was generated. In order to examine the design concept, a coupling matrix was generated. To demonstrate the theory, a third-order BPF was realized, fabricated, and experimentally validated. The BPF prototype features a wide passband of 8.7%, a low insertion loss of 1.1 dB, and a stopband of 1.5 f0 with a rejection level better than 20 dB, which makes it a potential candidate for microwave sensing and communication industries. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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15 pages, 6640 KiB  
Article
Low-Cost Electronics for Automatic Classification and Permittivity Estimation of Glycerin Solutions Using a Dielectric Resonator Sensor and Machine Learning Techniques
by Miguel Monteagudo Honrubia, Javier Matanza Domingo, Francisco Javier Herraiz-Martínez and Romano Giannetti
Sensors 2023, 23(8), 3940; https://doi.org/10.3390/s23083940 - 12 Apr 2023
Cited by 3 | Viewed by 1854
Abstract
Glycerin is a versatile organic molecule widely used in the pharmaceutical, food, and cosmetic industries, but it also has a central role in biodiesel refining. This research proposes a dielectric resonator (DR) sensor with a small cavity to classify glycerin solutions. A commercial [...] Read more.
Glycerin is a versatile organic molecule widely used in the pharmaceutical, food, and cosmetic industries, but it also has a central role in biodiesel refining. This research proposes a dielectric resonator (DR) sensor with a small cavity to classify glycerin solutions. A commercial VNA and a novel low-cost portable electronic reader were tested and compared to evaluate the sensor performance. Within a relative permittivity range of 1 to 78.3, measurements of air and nine distinct glycerin concentrations were taken. Both devices achieved excellent accuracy (98–100%) using Principal Component Analysis (PCA) and Support Vector Machine (SVM). In addition, permittivity estimation using Support Vector Regressor (SVR) achieved low RMSE values, around 0.6 for the VNA dataset and between 1.2 for the electronic reader. These findings prove that low-cost electronics can match the results of commercial instrumentation using machine learning techniques. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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11 pages, 2399 KiB  
Communication
Microstrip Copper Nanowires Antenna Array for Connected Microwave Liquid Sensors
by Emanuele Cardillo, Francesco Tavella and Claudio Ampelli
Sensors 2023, 23(7), 3750; https://doi.org/10.3390/s23073750 - 05 Apr 2023
Cited by 3 | Viewed by 1392
Abstract
In this contribution, a 25 GHz planar antenna, designed and realized in microstrip technology, is exploited as a lightweight and compact liquid sensor. The high working frequency allows minimization of the sensor dimension. Moreover, particular attention was paid to keeping the design cost [...] Read more.
In this contribution, a 25 GHz planar antenna, designed and realized in microstrip technology, is exploited as a lightweight and compact liquid sensor. The high working frequency allows minimization of the sensor dimension. Moreover, particular attention was paid to keeping the design cost low. Indeed, the frequency of 25 GHz is widely exploited for many applications, e.g., up to the last decade concerning radars and, recently, 5G technology. Available commercial antennas allowed minimization of the effort that is usually required to design the microstrip sensor. The antenna was in-house realized, and the microstrip Cu conductor was modified through controlled anodic oxidation in order to enhance the sensing features. The sensor capability of detecting the presence and concentration of ethanol in water was experimentally demonstrated. In detail, a sensitivity of 0.21 kHz/(mg/L) and an average quality factor of 117 were achieved in a very compact size, i.e., 18 mm × 19 mm, and in a cost-effective way. As a matter of fact, the availability of devices able to collect data and then to send the related information wirelessly to a remote receiver represents a key feature for the next generation of connected smart sensors. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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18 pages, 6075 KiB  
Article
Rapid Design Optimization and Calibration of Microwave Sensors Based on Equivalent Complementary Resonators for High Sensitivity and Low Fabrication Tolerance
by Tanveerul Haq and Slawomir Koziel
Sensors 2023, 23(2), 1044; https://doi.org/10.3390/s23021044 - 16 Jan 2023
Cited by 11 | Viewed by 1949
Abstract
This paper presents the design, optimization, and calibration of multivariable resonators for microwave dielectric sensors. An optimization technique for the circular complementary split ring resonator (CC-SRR) and square complementary split ring resonator (SC-SRR) is presented to achieve the required transmission response in a [...] Read more.
This paper presents the design, optimization, and calibration of multivariable resonators for microwave dielectric sensors. An optimization technique for the circular complementary split ring resonator (CC-SRR) and square complementary split ring resonator (SC-SRR) is presented to achieve the required transmission response in a precise manner. The optimized resonators are manufactured using a standard photolithographic technique and measured for fabrication tolerance. The fabricated sensor is presented for the high-resolution characterization of dielectric substrates and oil samples. A three-dimensional dielectric container is attached to the sensor and acts as a pool for the sample under test (SUT). In the presented technique, the dielectric substrates and oil samples can interact directly with the electromagnetic (EM) field emitted from the resonator. For the sake of sensor calibration, a relation between the relative permittivity of the dielectric samples and the resonant frequency of the sensor is established in the form of an inverse regression model. Comparisons with state-of-the-art sensors indicate the superiority of the presented design in terms of oil characterization reliability. The significant technical contributions of this work include the employment of the rigorous optimization of geometry parameters of the sensor, leading to its superior performance, and the development and application of the inverse-model-based calibration procedure. Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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15 pages, 5362 KiB  
Article
A Self-Decoupling Technique to Realize Dense Packing of Antenna Elements in MIMO Arrays for Wideband Sub-6 GHz Communication Systems
by Shahid Khan, Safdar Nawaz Khan Marwat, Muhammad Amir Khan, Salman Ahmed, Neelam Gohar, Mohammad Ehsanul Alim, Abeer D. Algarni and Hela Elmannai
Sensors 2023, 23(2), 654; https://doi.org/10.3390/s23020654 - 06 Jan 2023
Cited by 4 | Viewed by 2458
Abstract
A self-decoupled technique is described that enables the radiating elements in the antenna array to be densely packed for multiple-input multiple-output (MIMO) wireless communications systems. High isolation between the adjacent antenna elements is obtained by fixing the radiating elements in an orthogonal configuration [...] Read more.
A self-decoupled technique is described that enables the radiating elements in the antenna array to be densely packed for multiple-input multiple-output (MIMO) wireless communications systems. High isolation between the adjacent antenna elements is obtained by fixing the radiating elements in an orthogonal configuration with respects to each other. Current from the adjacent ports cancels their impact which results in low mutual coupling. The additional benefit of this configuration is realizing a densely packed array. The ground plane of each radiating element on the array board itself are isolated to mitigate surface wave propagations to suppress mutual coupling between the antenna elements. The radiating elements are based on a modified edge-fed circular patch antenna that includes a curved slot line and open-circuited stub to widen the array’s impedance bandwidth with no impact on the antenna’s footprint size. The proposed technique was verified with the design of an antenna array of matrix size 4 × 4 centered at 3.5 GHz. The array had a measured impedance bandwidth of 4 GHz from 1.5 GHz to 5.5 GHz, which corresponds to a fractional bandwidth of 114%, peak gain of 3 dBi and radiation efficiency of 84%. Its average diversity gain and envelope correlation coefficient (ECC) over its operating band are 9.6 dB and <0.016, respectively. The minimum isolation achieved between the radiating elements is better than 15 dB. The dimensions of the array are 0.4 × 0.4 × 0.039λ_g^3. The proposed array has characteristics suitable for sub-6 GHz wireless communication systems Full article
(This article belongs to the Special Issue Microwave Sensors for Industrial Applications)
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