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  1. (Department of Electrical, Electronic and Communication Engineering, Faculty of Engineering and Technology, Pabna University of Science and Technology / Pabna-6600, Bangladesh najmul_eece@pust.ac.bd, litonpaulete@gmail.com)
  2. (Department of Computer Science and Engineering, Faculty of Engineering and Technology, Pabna University of Science and Technology / Pabna-6600, Bangladesh rahim@pust.ac.bd)
  3. (School of Computer Science and Engineering, The University of Aizu / Aizuwakamatsu, Fukushima 965-8580, Japan )



Slotted crescent-shaped patch antenna, Multiband antenna, Satellite, mmWave, B5G

1. Introduction

Satellite and radar applications work in different frequency bands, e.g., the X-band, Ka-band, Ku-band, and K-band. Multiband or ultra-wideband antennas operate simultaneously on different frequency bands. Generally, different antennas need to be used for the various frequency bands. In that case, the use of multiple antennas to cover multiple applications increases the cost and complexity of the communication systems [1-3]. The beamforming array antenna is able to handle multiple data streams and can form multiple directed beams at the same time. However, such antennas are inherently bulky and rely on mechanical steering. Optimum weight, size, and cost could support several upcoming satellite applications spread throughout the C and Ku-bands, including fixed-satellite services (3.7 GHz to 4.2 GHz and 11.5 GHz to 11.7 GHz), and some frequency bands (12 GHz to 18 GHz and 18 GHz to 27 GHz) are used in both satellite and radar systems [4-9]. It is known that 5G networks offer several advantages compared to the current networking systems by providing higher data rates and increased bandwidth. The mmWave frequency bands have become a good option to overcome the inadequacies in cellular mobile communications. The bandwidth available for mmWave communications is shown in Fig. 1. Wedged between microwave and infrared waves, this spectrum can be used for high-speed wireless communications, as seen with the latest 802.11ad Wi-Fi standard (operating at 60 GHz). Current density helps by providing the desired 5G data rate [10-13].

Another advantage of short waves is that they exchange data quickly, even if the response time is short. Today, the mmWave bandwidth is used for various applications, such as high-quality video streaming, radio astronomy, and military applications. Generally, the above systems are too weak for broadband usage due to high bandwidth and internal impacts, as well as repeated rainwater absorption [14-17]. As a result, the recent 5G networking systems are the best choice for overcoming rainwater absorption, lower data speeds, low quality of services (QoS), and so on. This development in mmWave technology is just part of future 5G networks.

The Sub-6 GHz band is an important part of a communication system model operating in a lower 5G band. It can be able to deliver information with a high data throughput and other user benefits [19-21].

Fig. 1. Available bandwidth in mmWave communications[18].
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The term mmWave indicates a specific portion of the radio frequency spectrum between 24 GHz and 100 GHz (more specifically, mmWave systems have frequency ranges between 30 and 300 GHz, where a total of around 250 GHz bandwidths are available), which has a very short wavelength. This part of the spectrum is pretty much unused, so mmWave technology aims to greatly expand the amount of bandwidth available. Lower frequencies are more heavily congested with TV and radio signals as well as the current 4G LTE networks, which typically sit between 800 and 3,000 MHz. Another advantage of mmWave is that it can transmit data at faster rates, although it has only a short transmission distance [22-27].

In this paper, we present a slotted crescent-shaped patch antenna to operate at different frequency bands that are frequently used in satellite communications and radar systems, and that will be used for future mmWave 5G mobile applications. The proposed antenna exhibits very good impedance matching over the frequency bands of 17.73 GHz to 26.04 GHz, 29.60 GHz to 31.02 GHz, and 35.40 GHz to 38.65 GHz along with a minimum return loss of -33.076 dB at the operating frequency of 37 GHz. The characteristics of the proposed antenna, such as return loss, antenna gain, and radiation patterns are investigated in this paper. All the simulation results were obtained by the computer simulation technology microwave studio (CST-MWS). CST-MWS is professionally recognized and widely used software for estimating all the radiation properties of an antenna system. It has a rich set of solvers and tools to design, analyze, and optimize any electromagnetic system. The key features of the proposed crescent-shaped patch antenna can be summarized as follows.

· The proposed antenna is compact and capable of working at multiband frequencies.

· The gain of the antenna is relatively good.

· The bandwidth of the proposed antenna is larger than the conventional patch antenna at the respective resonating frequencies.

· Since the antenna is designed for 5G networks, it will support higher data rates.

· Overall, the proposed antenna can be used for satellite, radar, and mmWave communication applications.

The rest of the paper is structured as follows. The next section describes related work. Section 3 describes the proposed crescent-shaped patch antenna model. Section 4 deals with the performance evaluation of the proposed antenna, based on simulation results. Finally, the conclusion of our manuscript is drawn in Section 5.

2. Related Work

A lot of research has been done prior to the design of the proposed antenna. A multiband patch antenna sized 18${\times}$16 mm$^{2}$ was presented in [1]. That antenna resonates at 7.62 GHz, 9.20 GHz, 11.07 GHz, and 15.02 GHz. The size is much larger than our proposed antenna. A miniature modified patch antenna for K-band applications with the size of 20${\times}$15 mm$^{2}$ was presented in [2], providing a peak gain of 7 dB and bandwidth of 7.9 GHz. A multiband microstrip patch antenna for K-band, Ku-band, and X-band applications was presented in [3]. The size of that antenna is 17.6${\times}$4.9 mm$^{2}$ and it resonates at 11.5 GHz, 16 GHz, and 21 GHz. An elliptical slot-cut ultra-wideband antenna presented in [7], its size is 23${\times}$31 mm$^{2}$ with a peak gain of 4 dB and a bandwidth of 13 GHz. In [11], a diamond slot patch antenna with the size of 14.5${\times}$15 mm$^{2}$ was presented, providing resonating frequencies are 8.67 GHz, 12.52 GHz, 15.23 GHz, and 17.54 GHz. A circularly polarized printed elliptical wide-slot antenna was presented in [19], sized 17${\times}$18 mm$^{2}$with a peak gain of 7.39 dB. An octagonal shape patch antenna was proposed in [23]. The size of that antenna is 100${\times}$88 mm$^{2}$ and it resonates at 11.25 GHz, 15.5 GHz, and 17.2 GHz. A compact dual-band slotted elliptical microstrip antenna for Ku/K band applications was proposed in [25] with a size of 10${\times}$12 mm$^{2}$ and resonating frequencies 14.44 GHz and 21.05 GHz, and gain of 5.59 dB and 5.048 dB, respectively.

3. Design of the Proposed Antenna

Different geometric shapes are used to design microstrip patch antennas to resonate at the expected frequencies, and among them, the slotted crescent-shaped presented in this paper is applied to satellite communications, radar systems, and for future mmWave 5G mobile applications. Fig. 2 shows the front view of the proposed antenna with overall dimensions of 12${\times}$9 mm$^{2}$. The patch is printed on a Flame Retardant 4 (FR-4) dielectric substrate with a dielectric constant $\varepsilon _{r}$= 4.3, a loss tangent (tan$\delta $) of 0.02, and substrate thickness $t_{s}$ = 2.40 mm. The antenna consists of two equally sized slotted crescent-shaped patches, and the distance between them is $a$ = 2.5 mm with line width $t$ = 0.5 mm. The distance between the feed line and the connected crescent-shaped line is $c$ = 1.75 mm. The diameter of the crescent-shaped patch is $b$ = 2.60 mm (where $b$ = 0.239${\times}$$\lambda $; $\lambda $ being the wavelength at the resonant frequency), and the length of the inner slotted circular diameter is $d$ = 0.8 mm. The thickness of the ground plane ($t_{g}$) and the patch ($t_{p}$) of the proposed antenna are equal (0.035 mm). Copper is used as the patch conductor and in the ground plane. A 50 ${\Omega}$ microstrip line with a length $L_{f}$= 3.5 mm is used to feed the antenna. The width of the microstrip line, $W_{f}$, is 1.1~mm, and it was chosen to provide a line impedance of almost 50 ${\Omega}$. The back view of the proposed antenna is illustrated in Fig. 3, where the length of the ground ($L_{g}$) is 11 mm, and the width of the ground ($W_{g}$) is 9 mm. The other parameters of the proposed antenna are listed in Table 1.

Fig. 2. Front view of the proposed antenna.
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Fig. 3. Back view of the proposed antenna.
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Table 1. Parameter Details.

Parameter

Value (mm)

Length of substrate ($L_{s}$)

11

Length of ground plane ($L_{g}$)

11

Thickness of substrate ($t_{s}$)

2.4

Distance between two elements ($a$)

2.5

Length of strip ($c$)

1.75

Width of feed line ($W_{f}$)

1.1

Width of substrate ($W_{s}$)

9

Width of ground plane ($W_{g}$)

9

Thickness of ground plane and patch ($t_{g}$=$t_{p}$)

0.035

Diameter of patch ($b$)

2.6

Diameter of slot ($d$)

0.8

Length of feed line ($L_{f}$)

3.5

4. Performance Evaluation

The reflection coefficient of the proposed slotted crescent-shaped patch antenna is depicted in Fig. 4. When a reflection coefficient below -10 dB in this figure is considered, we see that the antenna resonates at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz, and among them, a minimum return loss of approximately –33.076 dB is obtained at 37 GHz. Return losses of -14.60 dB, -30.56 dB, and -17.25 dB present at 19 GHz, 25 GHz, and 30.26 GHz, respectively. The VSWR of the antenna is shown in Fig. 5. This figure demonstrates the proper impedance matching in the operating frequency. A VSWR lower than 2 at the desired frequencies is observed. The minimum VSWR of 1.045 was obtained at 37 GHz.

The 3-D radiation patterns for the gain are illustrated in Fig. 6 at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz. The maximum gain of 4.68 dB is obtained at 25 GHz, as depicted in Fig. 6(b), and the minimum gain of 2.89 dB is exhibited at 19 GHz, shown in Fig. 6(a). Moreover, gains at 30.26 GHz and 37 GHz are 4.49 dB and 4.10 dB, as shown in Figs. 6(c) and (d), respectively.

The polar radiation patterns for phi=90$^{\circ}$ at 19 GHz, 25 GHz, and 30 GHz are presented in Figs. 7(a)-(c). The maximum main lobe magnitude of 4.4 dB exists at 25 GHz, with an angular beamwidth (at 3 dB) of 43.30, whereas the maximum main lobe magnitude of 2.57 dB is exhibited at 19 GHz, with an angular beamwidth (at 3 dB) of 92.60. The polar radiation pattern at phi=90$^{\circ}$ is exhibited at 30.26 GHz, as illustrated in Fig. 7(c), where the main lobe magnitude is 4.53 dB directed at 83$^{\circ}$, and the angular beamwidth (at 3 dB) is 69$^{\circ}$.

Fig. 4. Reflection coefficient of the proposed slotted crescent-shaped patch antenna.
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Fig. 5. VSWR of the proposed slotted crescent-shaped patch antenna.
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Fig. 6. (a) Simulated 3-D gain at 19 GHz; (b) Simulated 3-D gain at 25 GHz; (c) Simulated 3-D gain at 30.26 GHz; (d) Simulated 3-D gain at 37 GHz.
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Likewise, the polar radiation pattern for phi=90$^{\circ}$ at 37 GHz is illustrated in Fig. 7(d). Similarly, the 2-D radiation pattern on the xz-plane for phi=0$^{\circ}$ is depicted in Fig. 7(e). The polar radiation patterns for theta=90$^{\circ}$ at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz are shown in Fig. 7(f), where the maximum main lobe direction is 90$^{\circ}$ at 30.26 GHz with an angular beamwidth of 32.90 and an angular beamwidth of 34.50 with main lobe magnitude of 4.13 dB obtained at 37 GHz.

The surface current distributions across the patch of the proposed antenna at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz are illustrated in Fig. 8. The strong distribution of surface current is obtained at 25 GHz. About 169 A/m current flows through the patch of the antenna at this frequency illustrated in Fig. 8(a). At 19 GHz, 30.26 GHz, and 37 GHz approximately 12.9 A/m, 8.5 A/m, and 10.1 A/m currents flow through the patch of the antenna, whereas the maximum values of the current at these frequencies are 142 A/m, 93.5 A/m, and 111 A/m, respectively. However, the current is concentrated through the patch and at the outer edges of the radiating patch, forming an energy loop and enabling effective radiation.

Fig. 7. (a) Simulated radiation pattern for phi=90$^{\circ}$ on the xz-plane at 19 GHz; (b) Simulated radiation pattern for phi=90$^{\circ}$ on the xz-plane at 25 GHz; (c) Simulated radiation pattern for phi=90$^{\circ}$ on the xz-plane at 30.26 GHz; (d) Simulated radiation pattern for phi=90$^{\circ}$ on the xz-plane at 37 GHz; (e) Simulated radiation pattern for phi=0$^{\circ}$ on the xz-plane at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz; (f) Simulated radiation pattern for theta=90$^{\circ}$ on the xz-plane at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz.
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Fig. 8. (a) Surface current at 19 GHz; (b) Surface current at 25 GHz; (c) Surface current at 30.26 GHz; (d) Surface current at 37 GHz.
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The E-field distributions through the proposed antenna at 19 GHz, 25 GHz, 30.26 GHz, and 37 GHz are illustrated in Fig. 9. Strong distribution of the E-field is obtained at 25 GHz.

A 44371 V/m E-field presented through the patch of the antenna at this frequency is illustrated in Fig. 9(b). At 19 GHz, 30.26 GHz, and 37 GHz, maximum E-fields of 42526 V/m, 27573 V/m, and 28649 V/m exist at the patch of the antenna. However, the E-field is concentrated through the patch and at the outer edges of the radiating patch, forming an energy loop and enabling effective radiation.

Antenna gain versus the frequency curve is illustrated in Fig. 10. The maximum gain is obtained at 25 GHz where the value is approximately 4.68 dB, and the minimum gain of 2.89 dB is obtained at 19 GHz. Gain at 30.26 GHz and 37 GHz is 4.53 dB and 4.10 dB, respectively.

Fig. 9. (a) E-field distributions of the proposed antenna at 19 GHz; (b) E-field distributions of the proposed antenna at 25 GHz; (c) E-field distributions of the proposed antenna at 30.26 GHz; (d) E-field distributions of the proposed antenna at 37 GHz.
../../Resources/ieie/IEIESPC.2022.11.3.213/fig9.png
Fig. 10. Gain versus frequency curve of the proposed antenna.
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Table 2 represents a comparison scenario of recently published relevant works and our proposed antenna. Overall dimensions (in mm$^{2}$), impedance bandwidth (in GHz), and maximum gain (in dB) of the reference antennas are compared with the proposed antenna. From this table, we can see that the proposed antenna’s size is smaller, whereas the impedance bandwidth and gain are higher than the other antennas. There are, however, some conventional antennas that have higher gain at a particular frequency, but their bandwidths are smaller and sizes are larger than our proposed multiband miniaturized crescent-shaped patch antenna. Undoubtedly, we can say our proposed antenna is robust and more efficient based on the size, maximum gain, and higher bandwidth. Therefore, this antenna could be a standard option in practical applications, e.g., satellite communications, radar systems, and future mmWave 5G applications.

Table 2. Comparative Analysis.

Ref.

Size (mm$^{2}$)

Bandwidth

(GHz)

Peak Gain

(dB)

[2]

16${\times}$17

7.9

7

[9]

7${\times}$10

13

3.5

[11]

14.5${\times}$15

16.66

N/A

[13]

20${\times}$20

1.07, 0.94

3.87

[16]

18${\times}$15

6.75

3.5

[17]

13${\times}$25

10

4.8

[18]

17${\times}$18

7.78, 2.05

7.39

Proposed

11${\times}$9

8.4, 1.42, 3.25

4.68

5. Conclusion

In this paper, a K-band and mmWave frequency band slotted crescent-shaped patch antenna is proposed. The proposed slotted crescent-shaped patch antenna’s dimension is 11${\times}$9${\times}$2.4 mm$^{3}$, and it can operate in frequency ranges of 17.73 GHz to 26.04 GHz, 29.60 GHz to 31.02 GHz, and 35.40 GHz to 38.65 GHz for satellite communications, radar systems, and future mmWave 5G applications, respectively. The maximum gain of 4.68 dB was obtained at 25 GHz, and the minimum efficiency is approximately 73%. Moreover, the proposed crescent-shaped compact patch antenna is made on a low-cost FR-4 dielectric material which makes the system more economical.

ACKNOWLEDGMENTS

The authors would like to thank the reviewers for valuable comments, suggestions, and questions that significantly improved the article.

REFERENCES

1 
M Bilgic M., et el. , 2014, Wideband offset slot-coupled patch antenna array for X/Ku-band multimode radars, IEEE Antenn. Wireless Propag. Lett., Vol. 13, pp. 157-60DOI
2 
Konhar D., et el. , Oct. 2018, A miniature modified patch antenna for K-band, International Conference on Applied Electromagnetics, Signal Processing and Communication (AESPC), Bhubaneswar, India, pp. 22-24DOI
3 
Motin M. A., et el. , Dec.2012, Design and Optimization of a Low Cost Multi Band Microstrip Patch Antenna for K- Band, Ku-Band and X-band Applications, International Conference on Computer and Information Technology (ICCIT), Chittagong, Bangladesh, pp. 22-24DOI
4 
Rappaport T.S., et al. , 2013, Millimeter wave mobile communications for 5G cellular, IEEE Access, Vol. 1, pp. 335-349DOI
5 
Dadgarpour A., et al. , 2016, One and two dimensional beam-switching antenna for millimeter-wave MIMO applications, IEEE Trans. Antennas Propagation, Vol. 62, pp. 564-573DOI
6 
Rappaport T.S., et al. , Dec. 2013, Broadband millimeter-wave propagation measurements and models using adaptive-beam antennas for outdoor urban cellular communications, IEEE Trans. Antennas and Propagation, Vol. 61, pp. 1850-1859DOI
7 
Deshmukh A. A., et al. , 2016, Elliptical Slot Cut Ultra-wideband Antenna, IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), Bengaluru, IndiaDOI
8 
Nazli H., et al. , Apr. 2010, An Improved Design of Planar Elliptical Dipole Antenna for UWB Applications, IEEE Antennas and Wireless Propagation Letters, Vol. 9, pp. 264-267DOI
9 
Ghattas A. S. W., et al. , Dec. 2017, A Compact Ultra-Wide Band Microstrip Patch Antenna Designed for Ku/K Bands Applications, Japan-Africa Conference on Electronics, Communications and Computers (JAC-ECC), Alexandria, Egypt, pp. 18-20DOI
10 
Pachiyaanan M., et al. , Oct. 2015, Compact size K-band UWB antenna for surface movement radar: Design and analysis, International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT), Davangere, India, pp. 29-31DOI
11 
Sadat S., et al. , July 2006, A Compact Microstrip Square-Ring Slot Antenna for UWB Applications, IEEE Antennas and Propagation Society International Symposium, Vol. 9, No. 14, pp. 4629-4632DOI
12 
Novak M. H., et al. , July 2015, Wideband Array for C, X, and Ku-Band Applications with 5.3:1 Bandwidth, IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, Vancouver, BC, Canada, pp. 19-24DOI
13 
Islam M. M., et al. , 2013, Dual-Band Operation of a Microstrip Patch Antenna on a Duroid 5870 Substrate for Ku- and K-Bands, The Scientific World Journal, Vol. 2013, No. 378420, pp. 10DOI
14 
Elkashlan M., et al. , Sept. 2014, Millimeter-wave communications for 5G: Fundamentals: Part I, IEEE Communications Magazine, Vol. 52, No. 9, pp. 52-54DOI
15 
Kathuria N., et al. , 23-25 March 2016, Dual-band printed slot antenna for the 5G wireless communication network, IEEE International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, pp. 1815-1817DOI
16 
Malekpoor H., et al. , 9 January 2013, Design of an Ultra-Wideband Microstrip Patch Antenna Suspended by Shorting Pins, Wireless Personal Communications, Vol. 68, No. 2, pp. 3059-3068DOI
17 
AL-Saif H., et al. , 2018, Compact Ultra-Wide Band MIMO Antenna System for Lower 5G Bands, Wireless Communications and Mobile Computing, Vol. 2018, No. 2396873, pp. 6DOI
18 
Biswas S., et al. , 2017, Future cellular systems: fundamentals and the role of large antenna arrays, Ph.D. Thesis, The University of EdinburghURL
19 
Kumar M., et al. , 2020, A circularly polarized printed elliptical wide-slot antenna with high bandwidth-dimension-ratio for wireless applications, Journal of Wireless Networks, Vol. 7DOI
20 
Dhara R., et al. , 2020, Tri-Band Circularly Polarized Monopole Antenna for Wireless Communication Application, Radioelectronics and Communications Systems, 2020, Vol. 63, No. 4, pp. 213-222DOI
21 
Vamsi N. L., et al. , 2015, Design of a Tri-band Slotted Circular Microstrip Antenna with Improved Bandwidth for Wideband Applications, International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 8, No. 8, pp. 73-78DOI
22 
Hu S., et al. , 2008, A Balloon-Shaped Monopole Antenna for Passive UWB-RFID Tag Applications, IEEE antennas and wireless propagation letters, Vol. 7DOI
23 
Desai A., et al. , October 2014, Slot Cut UltraWide Band Antennas, International Journal of Computer Applications, Vol. 103, No. 8, pp. 43-47DOI
24 
Yao Y., et al. , 18-21 April 2007, A Novel Band-Notched Ultra-Wideband Microstrip-Line Fed Wide-Slot Antenna, Proceedings of Asia-Pacific Microwave Conference, Guilin, ChinaDOI
25 
Harane M. M., et al. , June 2018, A New Small Dual-Band Elliptical Microstrip Antenna for Ku/K Band Satellite Applications, Indonesian Journal of Electrical Engineering and Informatics (IJEEI), Vol. 8, No. 3DOI
26 
Triggs R., et al. , Aug. 2021, 5G mmWave: Facts and Fictions You Should Definitely Know.URL
27 
Bogale T. E., et al. , 2017, mmWave communication enabling techniques for 5G wireless systems: A link level perspective., mmWave Massive MIMO. Academic Press, pp. 195-225DOI

Author

Md. Najmul Hossain
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Md. Najmul Hossain was born in Rajshahi in the People’s Republic of Bangladesh in 1984. He is an Associate Professor in the Department of Electrical, Electronic and Communication Engineering, Pabna University of Science and Technology, Pabna, Bangladesh. He received his B.Sc. and M.Sc. in Applied Physics and Electronic Engineering (now called Electrical and Electronic Engineering) from the University of Rajshahi, Rajshahi, Bangladesh, in 2007 and 2008, respectively. In 2020, he received his Ph.D. in Advanced Wireless Communication Systems from the Graduate School of Science and Engineering, Saitama University, Saitama, Japan. He serves as an Editor of the Journal of Engineering Advancements (JEA). He has served as a reviewer of several SCIE/Scopus journals and international conferences. His current research interests include antenna design, advanced wireless communication systems, and corresponding signal processing, especially for OFDM, OTFS, MIMO, and future-generation wireless communication networks.

Liton Chandra Paul
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Liton Chandra Paul is a Faculty Member in the Department of Electrical, Electronic and Communi-cation Engineering, Pabna University of Science and Technology, Pabna, Bangladesh. He completed his B.Sc. in Electronics and Telecommunication Engineering and his M.Sc. in Electrical & Electronic Engineering at the Rajshahi University of Engineering & Technology in 2012 and 2015, respectively. He has published several peer-reviewed journals and international conference articles. He also serves as a reviewer for several IEEE international conferences and reputed international journals. His research interests are Antenna and Wave Propagation, AI, Biomedical Engineering, and Wireless Communication.

Md. Abdur Rahim
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Md. Abdur Rahim received his Ph.D. in 2020 in Computer Science and Engineering from the University of Aizu, Japan. He is an Associate Professor and Chairman of the Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna, Bangladesh. He received his Bachelor of Science (Honours) and Master of Science in Computer Science and Engineering from the University of Rajshahi, Bangladesh, in 2008 and 2009. His current research interests include human-computer interaction, pattern recognition, computer vision and image processing, human recognition, and machine intelligence. He has served as a reviewer for several major SCI/SCIE journals and as a Technical Program Committee member for many conferences.

Jungpil Shin
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Jungpil Shin (Senior Member, IEEE) received a B.Sc. in Computer Science and Statistics and an M.Sc. in Computer Science from Pusan National University, Korea, in 1990 and 1994, respectively. He received his Ph.D. in computer science and communication engineering from Kyushu University, Japan, in 1999, under a scholarship from the Japanese government (MEXT). He was an Associate Professor, a Senior Associate Professor, and a Full Professor with the School of Computer Science and Engineering, The University of Aizu, Japan, in 1999, 2004, and 2019, respectively. He has co-authored more than 250 published papers for widely cited journals and conferences. His research interests include pattern recognition, image processing, computer vision, machine learning, human-computer interaction, non-touch interfaces, human gesture recognition, automatic control, Parkinson’s disease diagnosis, ADHD diagnosis, user authentication, machine intelligence, as well as handwriting analysis, recognition, and synthesis. He is a member of ACM, IEICE, IPSJ, KISS, and KIPS. He served as program chair and as a program committee member for numerous international conferences. He serves as an Editor of IEEE journals and for MDPI Sensors. He serves as a reviewer for several major IEEE and SCI journals.