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Article

Compact 5G Nonuniform Transmission Line Interdigital Bandpass Filter for 5G/UWB Reconfigurable Antenna

1
Wireless Communication Centre, Universiti Teknologi Malaysia (UTM), Johor Bahru 81310, Malaysia
2
Department of Electronics and Communications Engineering, Faculty of Engineering, Aden University, Aden 5243, Yemen
3
Electrical Engineering Department, College of Engineering, Prince Sattam Bin Abdulaziz University, Al-Kharj 16278, Saudi Arabia
4
Faculty of Engineering and Information Technology, Taiz University, Taiz 6803, Yemen
*
Authors to whom correspondence should be addressed.
Micromachines 2022, 13(11), 2013; https://doi.org/10.3390/mi13112013
Submission received: 18 October 2022 / Revised: 9 November 2022 / Accepted: 15 November 2022 / Published: 18 November 2022
(This article belongs to the Special Issue Microwave Antennas: From Fundamental Research to Applications)

Abstract

:
In this study, at two different fifth generation (5G) low-frequency bands (3.7–4.2 GHz and 5.975–7.125 GHz) and based on nonuniform transmission lines (NTLs) theory, a compact three-quarter-wave resonators interdigital bandpass filter (IBPF) is analyzed, designed, and fabricated. The compact proposed filter is considered as a good candidate for reconfigurable 5G low-frequency bands and ultrawide band (UWB) antenna, which will reduce the size of the final RF communication system. Firstly, a uniform transmission line (UTL) IBPF at these two bands is designed and tested; then the NTL concept is applied for compactness. For both UTL and NTL IBPFs, different parametric studies are performed for optimization. At the first frequency band, size reductions of 16.88% and 16.83% are achieved in the first (symmetrical to the third resonator) and second λ/4 resonator of UTL IBPF, respectively, with up to 36.6% reduction in the total area. However, 16.46% and 16.33% size reductions are obtained in the first (symmetrical to the third resonator) and second λ/4 resonator, respectively, at the second frequency band with a 40.53% reduction in the whole circuit area. The performance of the proposed NTL IBPF is compared with the UTL IBPF. The measured reflection coefficient of the proposed NTL IBPF, S11, appears to be less than −10.53 dB and −11.27 dB through 3.7–4.25 GHz and 5.94–7.67 GHz, respectively. However, the transmission coefficient, S12 is around −0.86 dB and–1.7 dB at the center frequencies, fc = 3.98 GHz and 6.81 GHz, respectively. In this study, simulations are carried out using high-frequency structure simulator (HFSS) software based on the finite element method (FEM). The validity of the proposed theoretical schematic of this filter is proved by design simulations and measured results of its prototype.

1. Introduction

Bandpass filters (BPFs) are mainly used in many RF/microwave applications to control the required frequency band [1]. The most popular compact structure BPFs are the interdigital and hairpin BPFs (HPBF and IBPF) [2,3]. Many techniques are applied to HPBF for compactness and performance enhancement such as using defected ground structures (DGS) [4], defected microstrip structures (DMS) [5], artificial left-handed and right-handed transmission lines (LHRHTLs) [6], multilayers techniques [7], high dielectric substrates [8], and nonuniform transmission lines (NTLs) [9,10]. However, HPBF suffers from high-order harmonics, which is not suitable for reconfigurable 5G narrowband and UWB antenna applications such as cognitive radio networks (CRNs). IBPFs are preferred over HPBFs in modern wireless communication systems due to their excellent performance, wide passband, spurious second harmonic suppressions, and compact size of λ/4 resonators. The problem of second harmonics in HPBFs is resolved in this work using IBPF. IBPF is designed and used in many applications at different frequency bands [8,11,12,13,14,15,16]. Further harmonics suppression in the IBPF response is achieved using different techniques such as etching DGS to the ground [17], etching spurlines on the resonators [18], and the use of under-coupled quarter-wavelength resonators [19]. Several size-reduction technologies are used to reduce the circuit area of the IBPF. Low-temperature co-fired ceramic (LTCC) technology is employed in [20] to design a compact ISM band IBPF. The authors in [21] designed a compact 2.8 GHz IBPF based on a composite right–left-handed (CRLH) cell resonator using an improved interdigital capacitor combined with a meander electromagnetic band gap (EBG). Step impedance resonators (SIRs) were used to reduce the size of Ku- band IBPF, which was fabricated using a silicon-based substrate on micro-electro-mechanical systems (MEMS) in [22]. Compact UWB IBPF was designed in [23] using multilayer liquid crystal polymer technology (LCPT). Moreover, in [24,25], compact inject-printed IBPFs were designed using LCPT. As compared to the conventional end-coupled BPF, a 60% size reduction was obtained in [26] using a modified IBPF with alternate λ/4 and λ/2 resonators to obtain a narrow X-band (9.85–10.3 GHz). In [27], a compact X-band IBPF was designed using an ultra-thin LCP substrate. Choosing a high dielectric substrate helps in size reduction as in [8,11,17,18]. A compact K-band 20.4 GHz IBF was designed using two layers of silicon substrate based on MEMS technology in [16]. The authors in [28] designed a compact 0.8 GHz IBPF using a spiral and folded SIR. However, in [29], a high selectivity IBPF with 10 controllable transmission zeros (TZs) was proposed using square complementary split-ring resonators with open-circuited stubs. Recently, millimeter-wave (mmW) IBPFs based on integrated passive devices (IPDs) were designed in [30,31]. In [30], through-quartz vias (TQVs) were added to the proposed IBPF in [31] for coupling adjustment and size reduction. However, for IBPF’s compactness, wideband, and better harmonics suppressions, through-silicon via (TSV)-based 3-D integrated circuit (3-D IC) technology was used in [30].
To avoid the fabrication difficulties and high cost in designing the required compact IBPF, NTLs theory [9,10,32,33,34] is applied for the first time in this paper to reduce its size at two 5G low-frequency bands proposed by the federal communication commission (FCC): licensed (C-Band: 3.7–4.2 GHz) and unlicensed (5.975–7.125 GHz) [35]. Although the NTLs concept was previously applied to HPBF in [9,10], resulting in a 17.79% size reduction in its λ/2 resonators, the reduction in the total circuit area is not significant as compared to the results reported in this work. Due to the importance of UWB technology [36,37,38,39,40,41,42,43] and 5G low-frequency bands [10,44,45,46,47] in the modern wireless communication system in terms of high data rate, compatibility with consumer demand, and low latency, switching between these bands is more practical in terms of size and time. For this purpose, as shown in Figure 1, the designed filter will be utilized as a part of our future project that aims to design a compact reconfigurable UWB/5G low-frequency band antenna suitable for cognitive radio network (CRN) applications. Some recent works using this concept can be found in [48,49,50,51,52]. The chosen substrate material is Rogers RO4003C (Ɛ𝑟 = 3.55, tanδ = 0.0027, and h = 0.813 mm) and the copper thickness is 0.035 mm. The remainder of the paper is organized as follows: Section 2 explains the NTLs theory and how it is applied to the filter’s resonators. Section 3 explains the methodology of the work, while Section 4 demonstrates the results and discussions.

2. Nonuniform Transmission Lines (NTL) Theory

Compact-size passive microwave components that are more effective and less expensive are crucial for the compatibility with current industrial needs in the modern wireless communication system. Recently, NTLs theory [9,10,32,33,34] has been widely used in many microwave components to reduce their size by reducing the length of their conventional uniform transmission lines (UTLs) at different percentage levels. Using this theory, compactness is achieved when UTL with length d0, constant characteristics impedance Z0, and propagation constant β is replaced by the equivalent NTL with smaller length d (d < d0), varying characteristics impedance Z(z), and propagation constant β(z). The performance of these lines will be equivalent if their ABCD parameters are equal. Both UTL and NTL are demonstrated in Figure 2.
The ABCD parameters of UTL are
A 0 B 0 C 0 D 0   =   cos θ 0 j Z 0 sin θ 0 j Z 0 sin θ 0 cos θ 0
where θ 0 is the electrical length ( β 0   d 0 ) of the UTL.
To obtain the ABCD parameters of NTL, it is subdivided into K UTLs as illustrated in Figure 2b and then their A B C D parameters multiplied to obtain the total A B C D matrix as follows
A B C D = i = 1 K A K B K C K D K
where Ai = Di = cos (Δθ), Bi = j Z ( z ) ((i − 0.5)Δz )   sin Δ θ , Ci =   jsin   Δ θ Z   i 0.5 Δ z   , i = 1, 2… K, Δz = d/K, and Δθ = 2 π λ Δ z = 2 π f c ε e f f   Δ z . Here, c is the speed of light and ε e f f is the effective dielectric constant.
The NTL’s Z(z) can be expanded in a truncated Fourier series as follows
  ln ( Z z / Z 0 )   =   n = 0   N C n   cos ( 2 π n z   d )
The number of coefficients N is chosen to be 10 for more convergence [53]. The Fourier series coefficients, Cns, are optimized using a built-in MATLAB function known as “fmincon” to minimize the error function given by (4) through the frequency bands (3.7–4.2 GHz) and (5.975–7.125 GHz) to have the performance equivalency between UTL and NTL
Error = 1 M m = 1 M 1 4 A A 0 | 2 + Z 0 2 B B 0 | 2 + Z 0 2 C C 0 | 2 + D D 0 | 2
where M is the number of the frequencies fm (m = 1, 2,…M) within the desired band with frequency increment Δf and A0, B0, C0, and D0 are the ABCD matrix parameters of UTL defined in (1), respectively. Two constraints should be considered to restrict the error function in (4) such as physical matching: Z ¯ (0) = Z ¯ (d) =   1   (NTL and UTL should have the same widths at the two ends) and easy fabrication with allowable minimum and maximum widths: Z ¯ min   Z ¯ z   Z ¯ max, where Z ¯ min and Z ¯ max are the minimum and the maximum normalized characteristic impedances of the UTL, respectively. According to the study carried out in [9,10] on designing the NTL HPBF, the width of the NTL resonator should be between the UTL filter’s resonator width (Wres) and the lowest allowed width for fabrication, Wmin= 0.3 mm. In this work, using NTLs theory and based on these constraints, each UTL resonator of IBPF was replaced with its equivalent NTL resonator.

3. Design of The Proposed Compact NTL 3.95 and 6.55 GHz IBPFs

To compare the compactness achieved in the NTL IBPF at both bands, a UTL IBPF was firstly designed, then NTLs theory was applied for compactness. UTL IBPF consists of an array of n open-circuited λ/4 resonators, which are also short-circuited at the other end in alternative orientation as shown in Figure 3a, where li’s, Wi ‘s, θt, Y1 =Yn, Si,i+1 (i = 1 to n) are the resonators’ lengths, resonators’ widths, electrical length for tapping position, input (=output) characteristics admittances and the space between adjacent resonators, respectively. The equivalent circuit of IBPF is shown in Figure 3b, where Lis, Cis, Ci,i+2, and Ct are the resonator’s inductance, the resonator’s capacitance, the coupling capacitance between resonators, and the compensate capacitance for tapping, respectively. According to [1], the design equations for symmetrical coupled lines IBPF are
θ = π 2     1 F B W 2   , Y = Y 1 tan θ ,    J i , i + 1 = Y g i g i + 1   ,   for   i = 1   to   n 1 ,   Y i , i + 1 = J i , i + 1 sin θ ,   for   i = 1   to   n 1 ,   Y t = Y 1   Y 1 , 2   2 Y 1   and     θ t = sin 1 ( Y sin 2 θ Y 0 g 0 g 1 ) 1 F B W 2
In this paper, n is chosen to be 3, and since the filter is symmetrical, the three resonators have the same Y1. The g’s values of Chebyshev response lowpass prototype with 0.1 dB passband ripple are g0 = g4 = 1, g1 = g3 = 1.0316, g2 = 1.1474. To compensate for the frequency shift of the tapping effect at the input and output, a capacitance Ct is loaded at the input and output resonator, and it is equal to
C t = c o s θ t sin 3 θ t w 0   Y t 1 Y 0 2 + cos 2 θ t sin 2 θ t Y t
Due to this capacitance, a small length is added to the input and output resonators and can be calculated using
  Δ L C = λ g 2 π tan 1 ( 2 π F c C t Y 1   )
where λg is the guided wavelength at the center frequency, FC, of the required band. The coupling factor (ki,i+1) is used to determine the space between two adjacent resonators (S) and can be found using
k i , i + 1 = Z 0 e i , i + 1   Z 0 o i , i + 1   Z 0 e i , i + 1   + Z 0 o i , i + 1  
where Z 0 e 1 , 2   = 1 Y 1 Y 1.2 , Z 0 O 1 , 2   = 1 Y 1 + Y 1.2 , Z 0 e i , i + 1   = 1 2 Y 1 1 Z 0 e i 1 , i   Y i . i + 1 Y i 1 . i , for i = 2 to n − 2 Z 0 e i , i + 1   = 1   2 Y i ,   i + 1 + 1 Z 0 e i , i + 1     , for i = 2 to n − 2, Z 0 e n 1 , n   = 1 Y 1 Y n 1 . n ,   Z 0 o n 1 , n   = 1 Y 1 + Y n 1 . n   .
It should be mentioned here, in full-wave electromagnetic simulations such as HFSS, the relation between k1,2 = k2,3 and S can be extracted using [1]
  k 12 = k 23 = w 0 Δ w ± 90 °  
where w 0 and Δ w ± 90 are the angular center frequency and absolute bandwidth between ± 90 ° points, respectively.
Based on the design Equations at (5)–(9), at fc = 3.95 GHz and 6.55 GHz with fractional bandwidth (FBW) = 12.66%, and 17.56%, the third order UTL IBPF at (3.7–4.2 GHz) and (5.975–7.125 GHz), respectively, is firstly designed, then NTLs theory is applied for compactness. For both filters, the relation between the coupling factor, k12 = k23 and S, is shown in Figure 4. Different parametric studies are performed using HFSS on UTL IBPF at (3.7–4.2 GHz) and (5.975–7.125 GHz) as shown in Figure 5 and Figure 6, respectively. The theoretical and optimized parameters are demonstrated in Table 1, where Lres1, Lres2, Lt, and Wp are the length of the first and second resonators, tapping length, and width of the ports, respectively. As noticed from Figure 5a, the band shifts toward low (Fl) or high (Fh) frequencies as Lres increases or decreases, respectively, and the impedance matching level corresponding to the optimized value of Lres2 = 10.1 mm (where S11 = S22 < −11.84 dB at 3.57–4.24 GHz) is better than that corresponding to the theoretical value Lres2 = 11.38 mm (where S11= S22 < −9.19 dB at 3.16–3.92 GHz). The return loss is better than 10 dB when Wres > 1.84 mm as shown in Figure 5b. Although the impedance matching at Wres = 2.06 mm (where S11 = S22 < −11.92 dB at 3.54–4.2 = 0.658 GHz ) is 0.67% better, the BW is wider at Wres = 1.95 mm. Figure 5c illustrates that to obtain the BW enhancement, the coupling between resonators should be increased by decreasing S as at S = 0.8 mm (where S11= S22 < −11.84 dB at 3.57–4.24 GHz), in which the BW is wider than at the theoretical S = 0.95 mm (where S11 = S22 < −11.84 dB at 3.63–3.92 GHz) despite its better impedance matching. Although the BW at Lt = 2.3 mm (where S11 = S22 < −9.1 dB at 3.52–4.39 GHz) is 23% wider, Lt = 2.75 mm is selected due to its 23.14% better impedance matching as shown in Figure 5d. When the radius of via hole, rvia = 0.425 mm, the return loss is better than 10 dB within the required band as indicated in Figure 5e.
Figure 6a shows that S11 at the theoretical Lres2 is <−10 dB, but the BW shifts toward Fl or Fh when it is greater or less than 6.81 mm, respectively. In Figure 6b at Wres = 2.25 mm, the higher frequency of the band (7.125 GHz) is not achieved. Although the impedance matching at Wres = 2.35 mm is better than that at Wres = 2.3 mm, 7.125 GHz is covered at Wres = 2.3 mm. Enhanced BW is obtained at S = 0.4 mm (where S11 = S22 < −10.7 dB at 5.28–7.17 GHz) as depicted in Figure 6c, which is better than that at the theoretical S = 0.55 mm (where S11 = S22 < −11 dB at 6.59–6.44 GHz) in terms of BW. Figure 6c illustrates that at Lt =1.9 mm, there is a mismatch (where S11 = S22 < −7.62 dB at 5.19–7.41 GHz) and the best impedance matching is obtained at Lt = 2.4 mm. Moreover, it can be noticed that when Lt > 2.4 mm, the obtained BW is less than the required one. An acceptable impedance matching is obtained at Wp = 1.78 mm as shown in Figure 6d. Finally, from Figure 6e, rvia is selected to be 0.75 mm for its better BW.
The NTLs concept is then applied to UTL IBPFs in which each λ/4 UTL resonator is replaced with its equivalent NTL resonator. Size reductions of 16.88% and 16.83% are achieved in the first (symmetrical to the third resonator) and second λ/4 resonators of 3.95 GHz IBPF, respectively. However, 16.46% and 16.33% size reductions are achieved in the first (symmetrical to the third resonator) and second λ/4 resonators of 6.55 GHz UTL IBPFs, respectively. The optimized Cns values at both frequency bands are shown in Table 2. Further parametric studies are performed on the designed 3.95 GHz and 6.55 GHz NTL IBPFs as shown in Figure 7 and Figure 8, respectively. Wp1 and Wp2 in Figure 8 are the widths of the input and output ports, respectively.
The 2D configuration and prototype of the proposed 3.95 GHz and 6.55 GHz UTL and NTL IBPFs are shown in Figure 9 and Figure 10, respectively. It should be mentioned here that the difference between the resulting resonators of NTL IBPF is due to their different optimized Cns as illustrated in Table 2. The circuit areas for the proposed 3.95 GHz and 6.55 GHz UTL and NTL IBPF are 18.8 × 12.2 mm2 (0.41 λg × 0.27 λg) and 14.7 × 9.58 mm2 (0.32 λg × 0.21 λg), 16.7 × 9.83 mm2 (0.61 λg × 0.36 λg), and 13.9 × 7.02 mm2 (0.51 λg × 0.26 λg), in which 36.6% and 40.53% size reductions are obtained, respectively.

4. Result and Discussion

The comparison between the simulated and measured results of the UTL and NTL filters is illustrated in Figure 11 and Table 3. The proposed 3.95 GHz and 6.55 GHz NTL IBPFs provide enhanced BWs of 0.05 GHz and 0.58 GHz and second harmonics suppression (HS) up to 11.25 GHz and 20 GHz, respectively. The discrepancy between the simulated and measured results is due to fabrication tolerance, imperfect soldering of SMA connectors, imperfect filling of via holes, and the difference between the simulation and real measurement environments. It should be mentioned here that due to the nonuniformity of the NTL resonators and the small space between them (S), they will be overlapped using chemical etching. This overlapping is removed manually and resulted in S being different than the optimized one, which can be noticed in the discrepancy between the simulated and measured results of the NTL filters. The acceptable response of the NTL IBPF is obtained thanks to the efficient use of the MATLAB built-in function “fmincon.m”, which optimizes the Z(z )’s Cns of the NTL resonators by reducing the error function in (4). In addition to the 36.6% and the 40.53% total area reductions achieved using NTL theory, they provide good performance, especially in suppressing harmonics as compared to the NTL HPBFs proposed in [9,10]. Due to the different lengths between the UTL and NTL resonators at both bands, there is only a slight phase shift in the filter’s response, as shown in Figure 11c,f; this implies the effectiveness of applying the NTL theory in reducing the size of the NTL IBPF, which makes it a good candidate for CRN applications.
A comparison with other works in the literature at different frequency bands is shown in Table 4. As compared to the compactness techniques used in other references, and in order to avoid any fabrication difficulties or high-cost substrate materials, NTL theory is simply applied for the first time to compact the IBPF’s size providing better compactness than [30], a better S11 response and compactness than [18] and a better S12 response and wider FBW than [27,31]. Moreover, it provides wider FBW, and a better S12 response and compactness than [8,18,25,26]. The IBPF in [28] outperforms the proposed one due to the wet etching fabrication process with a film for negative development. This method can be used in our future work along with the NTL SIR.

5. Conclusions

At two 5G low-frequency bands (3.7–4.2 GHz and 5.975–7.125 GHz), a compact nonuniform transmission line (NTL) interdigital bandpass filter (IBPF) appropriate for modern wireless communication systems is analyzed, designed, and tested in this paper. At the first and second frequency bands, 36.6% and 40.53% total circuit area reductions, an acceptable level of impedance matching and up to 11.25 GHz and 20 GHz second harmonics suppressions, are achieved, respectively. The proposed filter is a part of our future reconfigurable 5G narrow bands and UWB antenna project. Future work may concentrate on the size reduction of other types of BPFs such as combline filters or other microwave components at 5G high-frequency bands using NTLs theory.

Author Contributions

Conceptualization, S.S.; validation, S.S.; formal analysis, S.S.; investigation, S.S.; resources, S.S.; data curation, S.S.; writing—original draft preparation, S.S.; writing—review and editing, S.S., M.H.J., F.R., and S.M.S.; visualization, S.S. and M.H.J.; supervision M.H.J.; project administration, M.H.J.; funding acquisition, M.H.J. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the Postdoctoral Fellowship Scheme under the Professional Development Research University from Universiti Teknologi Malaysia (UTM) under Grant 06E07.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Hong, J.-S.G.; Lancaster, M.J. Microstrip Filters for RF/Microwave Applications; John Wiley & Sons: Hoboken, NJ, USA, 2011; Volume 167, ISBN 0471464201. [Google Scholar]
  2. Saleh, S.; Ismail, W.; Zainal Abidin, I.S.; Jamaluddin, M.H. 5G Hairpin and Interdigital Bandpass Filters. Int. J. Integr. Eng. 2020, 12, 71–79. [Google Scholar] [CrossRef]
  3. Saleh, S.; Ismail, W.; Abidin, I.S.Z.; Jamaluddin, M.H.; Bataineh, M.H.; Alzoubi, A.S. 5G Hairpin Bandpass Filter. Jordanian J. Comput. Inf. Technol. 2021, 7, 1–12. [Google Scholar]
  4. Hariyadi, T.; Mulyasari, S.; Mukhidin. Design and Simulation of Microstrip Hairpin Bandpass Filter with Open Stub and Defected Ground Structure (DGS) at X-Band Frequency. IOP Conf. Ser. Mater. Sci. Eng. 2018, 306, 012124. [Google Scholar] [CrossRef]
  5. Naser-Moghadasi, M.; Alamolhoda, M.; Rahmati, B. Spurious Response Suppression in Hairpin Filter Using Dms Integrated in Filter Structure. Prog. Electromagn. Res. C 2011, 18, 221–229. [Google Scholar] [CrossRef] [Green Version]
  6. Ni, J. Development of Tunable and Miniature Microwave Filters for Modern Wireless Communications. Ph.D. Thesis, Heriot-Watt University, Edinburgh, Scotland, 2014. [Google Scholar]
  7. Abdullah, Q.; Mohd Shah, N.S.; Farah, N.; Jabbar, W.A.; Abdullah, N.; Salh, A.; Mukred, J.A.A. A Compact Size Microstrip Five Poles Hairpin Band-Pass Filter Using Three-Layers Structure for Ku-Band Satellites Application. Telkomnika 2020, 18, 80–89. [Google Scholar] [CrossRef]
  8. Tan, M.; Xuan, Y.; Ma, Y.; Li, L.; Zhuang, Y. Design of C-Band Interdigital Filter and Compact C-Band Hairpin Bandpass Film Filter on Thin Film Substrate. In RF and Microwave Microelectronics Packaging II; Springer: Cham, Switzerland, 2017; pp. 63–73. [Google Scholar]
  9. Saleh, S.; Ismail, W.; Zainal Abidin, I.S.; Jamaluddin, M.H.; Al-Gailani, S.A.; Bataineh, M.; Alzoubi, A. Size Reduction Percentage Study of 5 g Hairpin Bandpass Filter Nonuniform Transmission Line Resonator. In Proceedings of the 2019 IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE), Malacca, Malaysia, 25–27 November 2019; pp. 1–5. [Google Scholar]
  10. Saleh, S.; Ismail, W.; Zainal Abidin, I.S.; Jamaluddin, M.H. Compact 5G Hairpin Bandpass Filter Using Non-Uniform Transmission Lines Theory. Appl. Comput. Electromagn. Soc. J. 2021, 36, 126–131. [Google Scholar] [CrossRef]
  11. Basavaraju, D.R.; Kumaraswamy, H.V.; Kothari, M.; Kamat, S. Interdigital Band Pass Filters for Duplexer Realization for LTE Band 28. In Proceedings of the 2017 International Conference on Intelligent Computing and Control (I2C2), Coimbatore, India, 23–24 June 2017; pp. 1–4. [Google Scholar]
  12. Divya Bharathi, R.; Evangeline Yamini, J.; Evangeline, A.; Badri Narayanan, D. Design and Analysis of Interdigital Microstrip Bandpass Filter for Centre Frequency 2.4 GHz. In Proceedings of the 3rd IEEE International Conference on Science Technology, Engineering and Management (ICONSTEM), Chennai, India, 23–24 March 2017; pp. 930–933. [Google Scholar]
  13. AtulMakrariya; Khare, P.K. Design and Analysis of a 5-Pole Interdigital BandPass Filter at 2.4 GHz. In Proceedings of the 2015 IEEE International Conference on Communication Networks (ICCN), Gwalior, India, 19–21 November 2015; pp. 93–96. [Google Scholar]
  14. Sharifi-tehrani, O. Design, Simulation and Fabrication of Microstrip Hairpin and Interdigital BPF for 2.25 GHz Unlicensed Band. Majlesi J. Telecommun. Devices 2017, 6, 115–118. [Google Scholar]
  15. Bo, Y.; Skafidas, E.; Evans, R. Design of Integrated Millimetre Wave Microstrip Interdigital Bandpass Filters on CMOS Technology. In Proceedings of the 37th European Microwave Conference (EUMC), Munich, Germany, 9–12 October 2007; pp. 680–683. [Google Scholar]
  16. Zhang, X.; Zhai, Q.; Li, Z.; Ou, W.; Ou, Y. Design of a K-Band Two-Layer Microstrip Interdigital Filter Exploiting Aggressive Space Mapping. J. Electromagn. Waves Appl. 2018, 32, 2281–2291. [Google Scholar] [CrossRef]
  17. Kurudere, S.; Ertürk, V.B. Novel SIW Based Interdigital Bandpass Filter with Harmonic Suppression. In Proceedings of the 44th European Microwave Conference (EUMC), Rome, Italy, 6–9 October 2014; pp. 845–848. [Google Scholar]
  18. Sahu, B.; Meshram, M.K.; Singh, S.P.; Tripathi, P. Design of Microstrip Interdigital Bandpass Filter with Suppression of Spurious Responses for L-Band Wireless Communication Applications. In Proceedings of the 2015 International Conference on Microwave and Photonics (ICMAP), Dhanbad, India, 11–13 December 2015; pp. 1–2. [Google Scholar]
  19. Ting, S.W.; Tam, K.W.; Martins, R.P. Novel Interdigital Microstrip Bandpass Filter with Improved Spurious Response. In Proceedings of the IEEE International Symposium on Circuits and Systems (IEEE CAT), Vancouver, BC, Canada, 23–26 May 2004; pp. 984–987. [Google Scholar]
  20. Ambak, Z.; Saad, M.R.; Alias, R.; Ibrahim, A.; Mohd Shapee, S.; Zulfadli, M.; Yusof, M.; Yahya, M.R. Design of Interdigital Band Pass Filter for WLAN Applications Using LTCC Technology. In Proceedings of the 2010 IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE), Port Dickson, Malaysia, 9–11 November 2010; pp. 1–5. [Google Scholar]
  21. Cheng, J.; Alphones, A. Compact Interdigital Microstrip Band Pass Filter. Microw. Opt. Technol. Lett. 2010, 52, 2128–2132. [Google Scholar] [CrossRef]
  22. Hsieh, S.C.; Chang, C.C.; Chen, Y.M.; Lin, C.C.; Chang, S.F. Design of Ku-Band SIR Interdigital Bandpass Filter Using Silicon-Based Micromachining Technology. In Proceedings of the 10th Topical Meeting on Silicon Monolithic Integrated Circuits in RF Systems(SiRF), New Orleans, LA, USA, 11–13 January 2010; pp. 104–107. [Google Scholar]
  23. Hao, Z.; Hong, J.; Sciences, P.; Kingdom, U. Multilayer Interdigital Ultra-Wideband Filter. In Proceedings of the 2011 IEEE MTT-S International Microwave Symposium, Baltimore, MD, USA, 5–10 June 2011; pp. 4–7. [Google Scholar]
  24. Kao, H.L.; Cho, C.L.; Chang, L.C. Inkjet-Printed Interdigital Coupled Line Filter on Liquid Crystal Polymer Substrate. IEEE Electron Device Lett. 2013, 34, 1584–1586. [Google Scholar] [CrossRef]
  25. Chang, L.-C.; Cho, C.-L.; Bachani, S.K.; Kao, H.-L. Inkjet-Printed Interdigital Bandpass Filter with Wide Stopband Using Multilayer Liquid Crystal Polymer Technique. Int. J. Antennas Propag. 2018, 2018, 1–7. [Google Scholar] [CrossRef]
  26. Ge, J.J.; Jin, L. A Modified Interdigital Coupling Structure for Narrow Bandpass Filters Design. Electromagnetics 2015, 35, 550–556. [Google Scholar] [CrossRef]
  27. Lan, Y.; Xu, Y.; Wang, C.; Wen, Z.; Qiu, Y.; Mei, T.; Wu, Y.; Xu, R. X-Band Flexible Bandpass Filter Based on Ultra-Thin Liquid Crystal Polymer Substrate. Electron. Lett. 2015, 51, 345–347. [Google Scholar] [CrossRef]
  28. Yoon, K.; Kim, K. Compact Size of an Interdigital Band-Pass Filter with Flexible Bandwidth and Low Insertion-Loss Using a Folded Spiral and Stepped Impedance Resonant Structure. Electronics 2021, 10, 2003. [Google Scholar] [CrossRef]
  29. Ramanujam, P.; Ramanujam, K.; Ponnusamy, M. A Novel Asymmetrical Interdigital Coupled Line-based Penta-band Bandpass Filter Design with Enhanced Selectivity Employing Square Complementary Split Ring Resonator. Int. J. RF Microw. Comput.-Aided Eng. 2021, 31, e22888. [Google Scholar] [CrossRef]
  30. Wang, F.; Zhang, K.; Yin, X.; Yu, N.; Yang, Y. A Miniaturized Wideband Interdigital Bandpass Filter with High Out-Band Suppression Based on TSV Technology for W-Band Application. IEEE Trans. Very Large Scale Integr. VLSI Syst. 2022, 30, 989–992. [Google Scholar] [CrossRef]
  31. Liu, N.; Liu, X.; Liu, Y.; Yang, Y.; Zhu, Z. Compact Interdigital Bandpass Filter, Diplexer, and Triplexer Based on through Quartz Vias (TQVs). IEEE Trans. Compon Packag. Manuf. Technol. 2022, 12, 988–997. [Google Scholar] [CrossRef]
  32. Saleh, S.; Alzoubi, A.; Bataineh, M. Compact UWB Unequal Split Wilkinson Power Divider Using Nonuniform Transmission Lines. In Proceedings of the 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), Khartoum, Sudan, 12–14 August 2018; pp. 1–5. [Google Scholar]
  33. Saleh, S.; Ismail, W.; Zainal Abidin, I.S.; Jamaluddin, M.H.; Al-Gailani, S.A.; Alzoubi, A.S.; Bataineh, M.H. Nonuniform Compact Ultra-Wide Band Wilkinson Power Divider with Different Unequal Split Ratios. J. Electromagn. Waves Appl. 2020, 34, 154–167. [Google Scholar] [CrossRef]
  34. Saleh, S.; Ismail, W.; Zainal Abidin, I.S.; Jamaluddin, M.H.; Al-Gailani, S.A.; Alzoubi, A.S.; Bataineh, M.H. Compact UWB 1:2:1 Unequal-Split 3-Way Bagley Power Divider Using Non-Uniform Transmission Lines. J. Electromagn. Waves Appl. 2021, 35, 262–276. [Google Scholar] [CrossRef]
  35. 5G Spectrum Vision. White Paper; 5G Americas: Bellevue, WA, USA, 2019; pp. 1–50. [Google Scholar]
  36. Saleh, S.; Ismail, W.; Sorfina, I.; Abidin, Z.; Jamaluddin, H.; Bataineh, M.H.; Al-zoubi, A.S. Novel Compact UWB Vivaldi Nonuniform Slot Antenna with Enhanced Bandwidth. IEEE Trans. Antennas Propag. 2022, 70, 6592–6603. [Google Scholar] [CrossRef]
  37. Saleh, S.; Ismail, W.; Abidin, I.S.Z.; Jamaluddin, M.H.; Bataineh, M.H.; Alzoubi, A.S. Compact UWB Vivaldi Tapered Slot Antenna. Alex. Eng. J. 2022, 61, 4977–4994. [Google Scholar] [CrossRef]
  38. Abbas, A.; Hussain, N.; Sufian, M.A.; Jung, J.; Park, S.M.; Kim, N. Isolation and Gain Improvement of a Rectangular Notch Uwb-Mimo Antenna. Sensors 2022, 22, 1460. [Google Scholar] [CrossRef]
  39. Shabbir, T.; Saleem, R.; Al-Bawri, S.S.; Shafique, M.F.; Islam, M.T. Eight-Port Metamaterial Loaded UWB-MIMO Antenna System for 3D System-in-Package Applications. IEEE Access 2020, 8, 106982–106992. [Google Scholar] [CrossRef]
  40. Kissi, C.; Särestöniemi, M.; Kumpuniemi, T.; Myllymäki, S.; Sonkki, M.; Mäkelä, J.-P.; Srifi, M.N.; Jantunen, H.; Pomalaza-Raez, C. Receiving UWB Antenna for Wireless Capsule Endoscopy Communications. Prog. Electromagn. Res. C 2020, 101, 53–69. [Google Scholar] [CrossRef]
  41. Balderas, L.I.; Reyna, A.; Panduro, M.A.; del Rio, C.; Gutierrez, A.R. Low-Profile Conformal UWB Antenna for UAV Applications. IEEE Access 2019, 7, 127486–1274944. [Google Scholar] [CrossRef]
  42. Parameswari, S.; Chitra, C. Compact Textile UWB Antenna with Hexagonal for Biomedical Communication. J. Ambient Intell. Humaniz. Comput. 2021, 28, 1–8. [Google Scholar] [CrossRef]
  43. Kanagasabai, M.; Sambandam, P.; Alsath, M.G.N.; Palaniswamy, S.; Ravichandran, A.; Girinathan, C. Miniaturized Circularly Polarized UWB Antenna for Body Centric Communication. IEEE Trans. Antennas Propag. 2021, 70, 189–196. [Google Scholar] [CrossRef]
  44. Sufian, M.A.; Hussain, N.; Askari, H.; Park, S.G.; Shin, K.S.; Kim, N. Isolation Enhancement of a Metasurface-Based MIMO Antenna Using Slots and Shorting Pins. IEEE Access 2021, 9, 73533–73543. [Google Scholar] [CrossRef]
  45. Feng, Y.; Li, J.Y.; Zhang, L.K.; Yu, X.J.; Qi, Y.X.; Li, D.; Zhou, S.G. A Broadband Wide-Angle Scanning Linear Array Antenna With Suppressed Mutual Coupling for 5G Sub-6G Applications. IEEE Antennas Wirel. Propag. Lett. 2022, 21, 366–370. [Google Scholar] [CrossRef]
  46. Tang, X.; Chen, H.; Yu, B.; Che, W.; Xue, Q. Bandwidth Enhancement of a Compact Dual-Polarized Antenna for Sub-6G 5G CPE. IEEE Antennas Wirel. Propag. Lett. 2022, 21, 2015–2019. [Google Scholar] [CrossRef]
  47. Wang, S.; Hao, H.; Ma, X.; Cheng, H.; Huang, X. Wideband Circularly Polarized Array Antenna Based on Sequential Phase Feeding Metasurfaces for 5G (Sub-6G) Applications. J. Electromagn. Waves Appl. 2022. [Google Scholar] [CrossRef]
  48. Saleh, S.; Ismail, W.; Abidin, I.S.Z.; Jamaluddin, M.H.; Bataineh, M.; Alzoubi, A. Compact Reconfigurable Ultra Wide Band and 5G Narrow Band Vivaldi Tapered Slot Antenna. In Proceedings of the 2020 IEEE International RF and Microwave Conference (RFM), Kuala Lumpur, Malaysia, 14–16 December 2020; pp. 157–160. [Google Scholar]
  49. Potti, D.S.; Balaji, P.; Gulam Nabi Alsath, M.; Savarimuthu, K.; Selvam, U.; Valavan, N. Reconfigurable Bow Tie-Based Filtering Antenna for Cognitive Radio Applications. Int. J. RF Microw. Comput.-Aided Eng. 2020, 30, 1–10. [Google Scholar] [CrossRef]
  50. Niture, D.V.; Mahajan, S.P. A Compact Reconfigurable Antenna for UWB and Cognitive Radio Applications. Wirel. Pers. Commun. 2022, 125, 3661–3679. [Google Scholar] [CrossRef]
  51. Deng, J.; Hou, S.; Zhao, L.; Guo, L. A Reconfigurable Filtering Antenna with Integrated Bandpass Filters for UWB/WLAN Applications. IEEE Trans. Antennas Propag. 2017, 66, 401–404. [Google Scholar] [CrossRef]
  52. Kantemur, A.; Abdelrahman, A.H.; Xin, H. A Novel Compact Reconfigurable UWB Antenna for Cognitive Radio Applications. In Proceedings of the 2017 IEEE Antennas and Propagation Society International Symposium, San Diego, CA, USA, 9–14 July 2017; pp. 1369–1370. [Google Scholar]
  53. Khalaj-Amirhosseini, M. Wideband or Multiband Complex Impedance Matching Using Microstrip Nonuniform Transmission Lines. Prog. Electromagn. Res. 2006, 66, 15–25. [Google Scholar] [CrossRef]
Figure 1. Future project: compact reconfigurable 5G and UWB antenna.
Figure 1. Future project: compact reconfigurable 5G and UWB antenna.
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Figure 2. (a) UTL and (b) NTL with its subdivision into K uniform sections.
Figure 2. (a) UTL and (b) NTL with its subdivision into K uniform sections.
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Figure 3. n order UTL IBPF (a) layoutand (b) equivalent circuit.
Figure 3. n order UTL IBPF (a) layoutand (b) equivalent circuit.
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Figure 4. Variation of mutual coupling due to the space between adjacent resonators of UTL IBPF at (a) (3.7–4.2 GHz) and (b) (5.975–7.125 GHz).
Figure 4. Variation of mutual coupling due to the space between adjacent resonators of UTL IBPF at (a) (3.7–4.2 GHz) and (b) (5.975–7.125 GHz).
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Figure 5. Parametric studies of the proposed UTL IBPF at (3.7–4.2 GHz) on (a) Lres2, (b) Wres, (c) S, (d) Lt, and (e) rVia.
Figure 5. Parametric studies of the proposed UTL IBPF at (3.7–4.2 GHz) on (a) Lres2, (b) Wres, (c) S, (d) Lt, and (e) rVia.
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Figure 6. Parametric studies of the proposed 6.55 GHz UTL IBF on (a) Lres2, (b) Wres, (c) S, (d) Lt, (e) Wp and (f) rVia.
Figure 6. Parametric studies of the proposed 6.55 GHz UTL IBF on (a) Lres2, (b) Wres, (c) S, (d) Lt, (e) Wp and (f) rVia.
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Figure 7. Parametric studies of the proposed NTL IBPF at (3.7–4.2 GHz) on (a) S, (b) Lt, and (c) rvia.
Figure 7. Parametric studies of the proposed NTL IBPF at (3.7–4.2 GHz) on (a) S, (b) Lt, and (c) rvia.
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Figure 8. Parametric studies of the proposed NTL IBPF at (5.975–7.125 GHz) (a) S, (b) Lt, (c) Wp1, (d) Wp2, and (e) rvia.
Figure 8. Parametric studies of the proposed NTL IBPF at (5.975–7.125 GHz) (a) S, (b) Lt, (c) Wp1, (d) Wp2, and (e) rvia.
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Figure 9. (a,b) 2D configuration and (c,d) photograph of the proposed (3.7–4.2 GHz) UTL and NTL IBPFs, respectively.
Figure 9. (a,b) 2D configuration and (c,d) photograph of the proposed (3.7–4.2 GHz) UTL and NTL IBPFs, respectively.
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Figure 10. (a,b) 2D configuration and (c,d) photograph of the proposed (5.975–7.125 GHz) UTL and NTL IBPFs, respectively.
Figure 10. (a,b) 2D configuration and (c,d) photograph of the proposed (5.975–7.125 GHz) UTL and NTL IBPFs, respectively.
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Figure 11. Simulated and measured (a,b) S11, (c,d) S12, and (e,f) phase of the proposed (3.7–4.2 GHz) and (5.975–7.125 GHz) NTL and UTL IBPFs.
Figure 11. Simulated and measured (a,b) S11, (c,d) S12, and (e,f) phase of the proposed (3.7–4.2 GHz) and (5.975–7.125 GHz) NTL and UTL IBPFs.
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Table 1. Theoretical and optimized parameters of 3.95 GHz and 6.55 GHz UTL IBPFs.
Table 1. Theoretical and optimized parameters of 3.95 GHz and 6.55 GHz UTL IBPFs.
Parameters3.95 GHz UTLIBF6.55 GHz UTLIBF
CalculatedOptimizedCalculatedOptimized
k12= k230.091-0.127-
Lres1 (mm)11.5810.37.03826.23
Lres2 (mm)11.3810.16.816
Wres (mm)1.8431.952.2452.3
S (mm)0.950.80.550.4
Lt (mm)2.3322.751.92.4
rVia (mm)-0.425-0.75
Lp1 (mm)-3.5-3
Lp2 (mm)-5.5 3.5
Wp (mm)1.8191.8191.8191.78
Table 2. Optimized Fourier coefficients for λ/4 NTL IBPF’s resonators.
Table 2. Optimized Fourier coefficients for λ/4 NTL IBPF’s resonators.
at (3.7–4.2 GHz)
Constraints :   1     Z ¯ z      2.393
C0C1C2C3C4C5
1st0.28960.3420−0.0105−0.1674−0.1339−0.0670
2nd0.06020.08250.04960.0130−0.0038−0.0188
C6C7C8C9C10
1st−0.0299−0.0282−0.0636−0.0848−0.0462
2nd−0.0335−0.0514−0.0493−0.0342−0.0143
at (5.975–7.125 GHz)
Constraints :   1     Z ¯ z      2.711
C0C1C2C3C4C5
1st0.00430.0007−0.00020.00040.0004−0.0003
2nd0.02220.0180−0.00280.00260.0018−0.0188
C6C7C8C9C10
1st−0.0004−0.0001−0.0003−0.0009−0.0011
2nd−0.0054−0.0016−0.0056−0.0140−0.0095
Table 3. Comparison between the simulated and measured results for the designed UTL and NTL IBFs.
Table 3. Comparison between the simulated and measured results for the designed UTL and NTL IBFs.
ParametersSim. Meas.Sim. Meas.
at (3.7–4.2 GHz)at (5.975–7.125 GHz)
S11 = S22
(NTL)
<−10.63 dB.at 3.7–5.15 GHz, H.S up to 11.8 GHz<−11.2 dB.at 3.7–4.25 GHz, H.S up to 11.25 GHz<−10.45 dB.at 5.93–7.39 GHz H.S up to 18 GHz<−11.27 dB at 5.94–7.67 GHz, H.S up to 20 GHz
S11 = S22
(UTL)
<−11.84 dB at 3.57–4.24 GHz, H.S up to 11.8 GHz<−10.63 dB at 3.66–4.4 GHz, H.S up to 11.12 GHz<−11.05dB at 5.3–7.164 GHz, H.S up to 18 GHz<−13.91 dB at 5.34–7.163 GHz, H.S up to 20 GHz
S12 = S21 (NTL)−1.34 dB at FC = 4.43 GHz−0.86 dB at FC = 3.98 GHz−0.8 dB at FC = 6.68 GHz−1.7 dB at FC = 6.81 GHz
S12 = S21 (UTL)−0.64 dB at FC = 3.91 GHz−1.26 dB at FC = 4.03 GHz−1.09 dB at FC = 6.25 GHz−1.78 dB at FC = 6.25 GHz
Table 4. A comparison to other works in the literature at different frequency bands.
Table 4. A comparison to other works in the literature at different frequency bands.
Ref., Layers
Order
h (mm)/εrTechnique3dB FBW, Frequency Band (GHz)S11 (dB)S12 (dB)H.S Up to GHzArea
mm2, λg2
This work
3rd
0.813/3.55NTLs13.82%, 3.7–4.25−10.52−0.8611.2516.7 × 9.83, 0.32 × 0.21
25.40%, 5.94–7.67−11.27−1.71813.9 × 7.02, 0.51 × 0.26
[31], 1, 3rdIPDsTQVs9.42%, 27.2–29.89−15.17−1.66741.715 × 7.6, 0.15 × 0.15
[30], 1, 7th IPDsTSV58.89%, 61.97–113.7−20−1.3870.5 × 0.34, 0.48 × 0.33
[28], 1, 3rd0.54/2.54spiral and folded SIR180%, 0.2–1.42−17.1−0.043NA13.8 × 5.98, 0.05 × 0.02
[16],2, 6th0.40/11.9MEMS technology7.8%, 19.6–21.2−15−1.98NA7 × 3, 1.34 × 0.57
[25], 4, 2nd0.0034/2.9Inject printing on LCPT17%, 10.52–12.48−12−2.2NA5.28 × 3.32, 0.32 × 0.2
[8], 1, 4th0.381/9.8High εr substrate15%, 7.4–8.6−20−1.5NA5 × 5, 0.34 × 0.34
[26], 1, 5th0.508/3.66λ/4 and λ/2 resonators4.5%, 9.85–10.3−14.68−4.56NA28.30 × 10.63, 1.51 × 0.60
[18],1, 5th1.27/10.2Spurlines64%, 0.99–1.96−10.93−0.83815.5 × 22, 0.24 × 0.35
[27], 1, 2nd0.05/3Ultra-thin LCP8.19%, 9–9.77−22−2.3NA5.4 × 3.2, 0.16 × 0.26
NA: not available.
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Saleh, S.; Jamaluddin, M.H.; Razzaz, F.; Saeed, S.M. Compact 5G Nonuniform Transmission Line Interdigital Bandpass Filter for 5G/UWB Reconfigurable Antenna. Micromachines 2022, 13, 2013. https://doi.org/10.3390/mi13112013

AMA Style

Saleh S, Jamaluddin MH, Razzaz F, Saeed SM. Compact 5G Nonuniform Transmission Line Interdigital Bandpass Filter for 5G/UWB Reconfigurable Antenna. Micromachines. 2022; 13(11):2013. https://doi.org/10.3390/mi13112013

Chicago/Turabian Style

Saleh, Sahar, Mohd Haizal Jamaluddin, Faroq Razzaz, and Saud M. Saeed. 2022. "Compact 5G Nonuniform Transmission Line Interdigital Bandpass Filter for 5G/UWB Reconfigurable Antenna" Micromachines 13, no. 11: 2013. https://doi.org/10.3390/mi13112013

APA Style

Saleh, S., Jamaluddin, M. H., Razzaz, F., & Saeed, S. M. (2022). Compact 5G Nonuniform Transmission Line Interdigital Bandpass Filter for 5G/UWB Reconfigurable Antenna. Micromachines, 13(11), 2013. https://doi.org/10.3390/mi13112013

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