Figures
Abstract
The present work investigates a novel four-port, multiple-input multiple-output (MIMO), single element dielectric resonator antenna (DRA) for sub-6 GHz band. The DRA is designed and fabricated into a symmetric cross shape and fed using a coplanar waveguide (CPW) feed. A single radiator with four ports is rarely found in the literature. The -10 dB impedance bandwidth covered by the antenna is from 5.52 GHz to 6.2 GHz (11.6%) which covers fifth generation (5G) new radio (NR) bands N47 and wireless local area network (WLAN) IEEE 802.11a band. The isolation between orthogonal ports is about 15 dB while the isolation between opposite ports is 12 dB. The radiation pattern of the proposed antenna is bidirectional due to the absence of a ground plane below the DRA. The orthogonal modes excited in the DRA are and through the four symmetrical CPW feeds. The simulated and measured results of the proposed design show that MIMO characteristics are achieved by pattern diversity between the ports. Due to the perfect symmetry of the design, the proposed work could be extended to MIMO array applications as well.
Citation: Iqbal A, Nasir J, Qureshi MB, Khan AA, Rehman JU, Owais, et al. (2022) A CPW fed quad-port MIMO DRA for sub-6 GHz 5G applications. PLoS ONE 17(6): e0268867. https://doi.org/10.1371/journal.pone.0268867
Editor: Chan Hwang See, Edinburgh Napier University, UNITED KINGDOM
Received: March 3, 2022; Accepted: May 10, 2022; Published: June 10, 2022
Copyright: © 2022 Iqbal et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper.
Funding: The author(s) received no specific funding for this work.
Competing interests: The authors have declared that no competing interests exist.
Introduction
The present fourth generation (4G) mobile standard requires the demand for a high data rates and link reliability [1]. Such features can be achieved using multiple transmit and receive antennas at both ends without using extra spectrum and power [1, 2]. However, the present long-term evolution (LTE) and 4G no longer keep up with the ever-increasing demand for low latency and high spectral efficiency. The fifth-generation new radio (5G NR) can deliver 100 times faster data rates as compared to 4G-LTE with a latency of less than 1 ms [3]. Many research projects are also initiated towards the sixth generation (6G) [4–6]. At present, to meet the existing 5G demand new design approaches and novel concepts for antenna design are necessary. Some research works have recently been performed on designing antenna arrays for 5G networks using traditional antenna structures [7–9]. However, due to the size constraint of today’s wireless devices, it is challenging to design multiple-input multiple-output (MIMO) antennas with small size and low mutual coupling [8–10]. In recent years Dielectric Resonator Antenna (DRA) has gained predominant importance in MIMO systems because of its small size, high gain, radiation efficiency, ease of excitation and fabrication [11, 12]. Moreover, multiple modes can be excited in a single radiating element of the DRA. These features make it a suitable candidate for MIMO operation. A dielectric resonator can excite multiple modes in a single DR element. Each mode can carry an individual data stream at each band. For MIMO operation two modes must be excited at the same frequency band, called degenerate mode. If DRA is excited at multiple degenerated modes, distinct data streams can be transmitted simultaneously from each mode at different frequency bands [13]. However, it is challenging to excite multiple modes in a single radiating element for MIMO operation due to mutual coupling between modes.
DRA elements can be excited with multiple feeding ports [14]. A six-port six-element MIMO DRA was proposed in [15], however, such an arrangement makes the MIMO antenna system occupy a larger footprint. The authors in [16] proposed an omnidirectional cylindrical dielectric resonator antenna with dual polarization covering a single band, whereas a similar dual-port, aperture coupled using a single DRA was proposed for worldwide interoperability for microwave access (WiMAX) applications in [17]. A dual-band, eight-port, eight-element MIMO DRA for wireless local area network (WLAN) application was proposed in [18] which covers two bands from 2.38–2.5 GHz and 5.7–6 GHz. The volume of the proposed design is large and bulky because the proposed design has eight resonating elements. A triple port, single element MIMO DRA was proposed for X band application [19] and an L-shape, dual-port, dual-band MIMO DRA was proposed in [20] which covered both WiMAX and WLAN bands. A two-element DRA placed back-to-back with four ports was proposed in [21]. The proposed design is used for a sub-6 GHz band having a bi-directional diversity pattern. All these works have good addition to the literature, but they can be extended for multiple ports to achieve enhanced MIMO performance. In this article, we propose a novel plus shape, four-port, single element, MIMO DRA which covers the WLAN band from 5.52 GHz to 6.2 GHz. To reduce the mutual coupling between all four ports, four symmetrical coplanar waveguides (CPW) feeds are used to excite the orthogonal modes ( and ). The advantage of the proposed design is its simplicity, and scalability and can be used for MIMO array applications as well. To the extent of our knowledge, it is the first design of a four-port MIMO DRA with a single resonator having bi-directional pattern diversity for sub 6 GHz 5G band. A single radiator with four ports is rarely found in the literature due to high mutual coupling between ports with a single radiating element which is challenging to be tackled. To resolve this issue, the proposed DRA is fed by four ports. For orthogonal ports (Port 1 and Port 2) the excitation of orthogonal modes ( and ) resulted in low mutual coupling. For non-orthogonal ports (port 1 and port 4) the modes excited are the same but DRA is not a rectangular DRA but is cut into a ‘plus’ shape. By doing so, the portion of the DRA where the internal fields were interfering gets cancelled. In the ‘plus’ shaped DRA the fields excited by the non-orthogonal ports are not interfering with each other and hence low coupling has also been achieved between the non-orthogonal ports.
Antenna design
The proposed design is composed of a plus-shaped DRA of the dimension of 28×5 mm2 and a height of 10mm as shown in Fig 1. The DR material is Eccostock® Hik500f having a permittivity of 10 and loss tangent of 0.002. The DR is placed on an FR-4 substrate having a permittivity of 4.4 and dimensions of 55×55×1.6 mm3 (2.11λg × 2.11 λg × 0.061λg, where λg is the guided wavelength at 5.52 GHz). A partial ground plane of dimension 55×10 mm2 with some modifications for isolation improvement is etched on the top of the substrate. CPW feed lines are etched on top of the substrate. The feed lines have two-step impedance matching, the first step includes a CPW feed line with a width of 3 mm and a length of 6.5 mm having a gap c = 2.5 mm between the ground and CPW for 50 Ω impedance matching. The second step is a feed line of length 14.6 mm and width of 1 mm to excite the DR. In previously published works, the DRA is usually placed on a ground plane which results in a unidirectional radiation pattern. In [17] the authors have placed two DRAs back-to-back to achieve a bi-directional radiation pattern. However, in the proposed work the lack of ground plane below the DRA; a bidirectional radiation pattern is easily achieved.
Geometry of the proposed four-port MIMO DRA (a) top view (b) bottom view (c) slanted view of the design. (W1 = L1 = 55 mm, a = 3 mm, b = 1 mm, c = 2.5 mm, e = 11.5 mm, f = 14.6 mm, g = 3.5 mm, k = 9 mm).
By using the dielectric waveguide model (DWM) [22], the resonance frequency of a rectangular DR for the for the said dimensions was calculated to be 5.5 GHz. To make the DRA a four-port MIMO with acceptable bandwidth and isolation, the rectangular DR was converted to a plus-shaped DRA. This changed the resonance frequency to 5.8 GHz. The excited modes inside the plus-shaped DRA are shown in Fig 2. The figures clearly show the excitation of and modes by all four ports.
Patterns of electric filed distribution (a) mode at 5.8 GHz and (b) mode at 5.8 GHz.
Parametric study
The performance of the proposed MIMO antenna depends on various parameters. However, in this research, only those parameters are considered that significantly affect the proposed MIMO antenna performance. Additionally, due to the symmetry of the design, results of reflection coefficient S11, while S21 (orthogonal ports) and S41 (non-orthogonal ports) are shown for isolation.
Effect of DR size on isolation and impedance matching.
The isolation, impedance matching, and resonance frequency of the antenna are dependent on the DR shape and size. Fig 3(A) shows the effect of the DR segment on the performance of the antenna. This figure indicates that without DR, there is no resonance at 5.8 GHz. As the CPW feed line gives resonance at 2.4 GHz and 4 GHz, isolation at these bands is poor as clear from the figure. After placing a square shape DR having dimensions of 28×28×10 mm3 on the substrate, the S-parameters reveal that the antenna is resonant at 5.5 GHz, 6.4 GHz and not at the band of interest, as shown in Fig 3(A). Also, the isolation between non-orthogonal ports (S41 long dashed lines in black) is very poor. Once the square shape DR is replaced with plus shape DR, the resonance frequency is adjusted to 5.8 GHz and the isolation between non-orthogonal ports (S41 long dashed lines in blue) improves considerably, as given in Fig 3(B). In both cases, isolation between orthogonal ports (S21 short dashed lines in black and blue) is about 15 dB.
Input reflection (a) without DR and (b) with DR.
Effect of feedline length ‘e’ on impedance matching and isolation.
The feed line length ’e’ as shown in Fig 1(B) plays an important role in deciding the resonance frequency and isolation between the ports and is shown in Fig 4(A) and 4(B). Both figures show that by increasing ‘e’ the resonance frequency decreases while the isolation between the orthogonal ports (S21 dotted lines) and non-orthogonal ports (S41 solid lines) decreases. The optimum value of ’e’ is chosen to be 14.6 mm at which the resonance frequency is 5.8 GHz while S21 and S41 are 16.01 dB and 11.93 dB, respectively.
Effect of feedline length ‘e’ (a) S11 and (b) S21 & S41.
Effect of tilting angle ‘θ’ on the impedance matching and isolation.
The effect of the tilt angle θ (shown in Fig 1(A)) which is the angle between the DR and the x-axis is shown in Fig 5. As clear from Fig 5(A)–5(C), the tilting angle slightly shifts the resonance frequency towards the right while its effect on the mutual coupling between the orthogonal ports (S21) and non-orthogonal ports (S41) is insignificant (Fig 5(B) and 5(C)).
Effect of tilting angle ‘θ’ on (a) S11, (b) S21 and (c) S14.
Effect of CPW gap ‘g’ on the impedance matching and isolation.
The gap ‘g’ between the feedline and the ground plane (Fig 1(A)) plays a significant role in the impedance matching and mutual coupling between the ports as shown in Fig 6. Fig 6(A) reveals that by increasing the gap ‘g’ matching improves. The coupling between the non-orthogonal ports (S41) also improves by increasing ‘g’ as shown in Fig 6(B), while coupling between orthogonal ports (S21) remains almost the same as shown in Fig 6(C). A value of g = 3mm has been selected for the proposed design.
Effect of CPW gap ‘g’ on (a) S11, (b) S21 and (c) S14.
Results and discussions
Fig 7 shows the prototype of the proposed four-port MIMO DRA antenna. The measurement of the proposed antenna has been carried out by using the E5071C vector network analyzer (VNA).
Fabricated DRA (a) top view and (b) perspective view.
The simulated and measured S-parameters of the proposed MIMO antenna are shown in Fig 8. Fig 8(A) shows the simulated and measured reflection coefficient of the antenna. As clear from the figure, there is a mismatch in simulated and measured results due to fabrication tolerance. However, the matching is still better in the frequency band of interest, i.e., 5.8 GHz. Fig 8(B) shows isolation between different ports. It is seen in the figure that the isolation between orthogonal ports P1-P2, P1-P3, P2-P4 and P3-P4 is well below 15 dB in the band of interest while the isolation between non-orthogonal ports P1-P4 and P2-P3 is up to 12 dB in the band of interest.
Simulated and measured results of the proposed MIMO DRA (a) reflection coefficient and (b) isolation.
The isolation between the ports can be explained with the help of surface current flow on the ground plane and E-field distribution inside the DR. As evident from Fig 9(A), when port 1 is excited and other ports are terminated with 50 Ω, most of the current is confined to the exciting port. With the optimized shape of the ground plane, the current flow towards the rest of the ports is minimal. The same is the case when port 2 is excited as shown in Fig 9(B). However, the cause of coupling between ports is highly dependent upon the excited modes inside the DR.
Current distribution (a) port 1 excited and (b) port 2 excited.
The modes excited are orthogonal ( and ) when orthogonal ports (P1-P2, P1-P3, P2-P4, P3-P4) are active resulting in low coupling between these ports as shown in Fig 10(A). From this figure, it can be deduced that the fields excited are the orthogonal fields ( and ) resulting in low coupling between these ports.
E-field Distribution inside DR (a) Orthogonal ports (P1-P2) and (b) non-orthogonal ports (P1-P4).
On the other hand, when non-orthogonal ports (P1-P4, P2-P3) are active, they result in the excitation of non-orthogonal modes or resulting in high coupling between these ports because of the same polarization as shown in Fig 8(B).
The simulated 3D radiation pattern of the proposed four-port MIMO DRA is shown in Fig 11. The pattern diversity is significantly visible which is imperative for MIMO operation. The radiation pattern of port 1 and port 4 are anti-parallel while port 1 and port 2 are perpendicular to each other.
The simulated and measured 2D radiation patterns (co and cross-polarization components) of the proposed MIMO antenna are shown in Fig 12. The radiated patterns for all ports in the H-plane are pointing in different directions. While, in the E-plane, the patterns of P1-P4 and P2-P3 are pointing in the same direction because these ports are non-orthogonal ports. The measured gains of P1, P2, P3, and P4 are 5.2, 5.04, and 4.8.4.3 dBi, respectively. The cross-polarization components in all the cases are less than -30 dB from the Co-polarization component.
2D gain pattern at 5.8 GHz (a) Port 1 E-plane (b) Port 1 H- Plane (c) Port 2 E- Plane (d) Port 2 H- Plane (e) Port 3 E-plane (f) Port 3 H- Plane (g) Port 4 E- Plane and (h) Port 4 H- Plane.
The MIMO performance of the proposed MIMO antenna is evaluated in terms of envelope correlation coefficient (ECC), diversity gain (DG), mean effective gain (MEG) and channel capacity loss (CCL).
The correlation coefficient (ρ) is a measure of how much communication channels are correlated or isolated from each other. This performance metric takes into account how much the radiation patterns are correlated when operated simultaneously. The envelope correlation coefficient (ECC) is the square of ρ, and can be calculated using two methods (Eqs (1) and (2) of [3]), scattering parameters and 3D radiation pattern [23].
In the first method ECC only depends upon surface currents. This method is simple us use but do not account for coupling caused by radiation pattern. In the second method, ECC also accounts for coupling caused by 3D patterns. This method is more accurate however, it is difficult to use because it requires 3D pattern measurement [24]. (1) (2) where is the three-dimensional field radiation pattern of the antenna when the ith port is excited, and Ω is the solid angle. (*) is the Hermitian product operator.
The results of ECC by using Eq (2) are shown in Fig 13. It can be observed that in the band of interest ECC for orthogonal (P1-P2) is below 0.02 while for non-orthogonal ports (P1-P4) the ECC is below 0.05. The ECC value obtained by using Eq (1) is 0.042 for orthogonal ports (P1-P2) and 0.06 for non-orthogonal ports (P1-P4). The above values clearly show that the ECC for the orthogonal ports (P1-P2) is better than the non-orthogonal ports (P1-P4) by using both Eq (1) and Eq (2), as expected.
The diversity gain (DG) specifies the quality and reliability of a wireless communication link [25]. A high value of DG close to 10 dB is desirable in the operating band. The DG is calculated from the ECC by using Eq (3). The simulated and measured DG of the proposed antenna is shown in Fig 14. It is clear from the figure that the DG is close to 10 dB in the band of interest.
(3)Mean effective gain (MEG) is another important diversity parameter. It gives the ratio between the diversity antenna received power to the isotropic antenna received power. The ratio of the MEGs; MEG-1/MEG-2, MEG-1/MEG-3, and MEG-2/MEG-4 between the ports of the MIMO antenna should be less than 3 dB [25]. The MEG is calculated from the S-parameters by using Eqs (4) and (5). For the proposed antenna the simulated and measured MEG is presented in Fig 15. As clear from the figure the ratio of the MEGs is below 3 dB resulting in acceptable diversity performance.
(4)(5)The channel capacity loss (CCL) approximates the transmission of the maximum limit of the message signal without communication channel loss. The acceptable value of CCL should be less than 0.4 bits/s/Hz [25]. The CCL is calculated by using S-parameters as in Eq (6). Fig 16 shows the simulated and measured CCL of the proposed antenna. As clear from the figure, the CCL in the band of interest is below 0.4 bits/s/Hz. (6A) (6B) where (6C) (6D)
A comparison of the proposed work with previous work is given in Table 1. The proposed MIMO antenna compared to other MIMO antennas available has a single DR element with four ports thus considerably decreasing the size of the MIMO system with reasonable antenna and MIMO performance.
Conclusion
This paper presents the design, implementation, and measurement of a CPW fed, quad-port MIMO DRA with a single resonator for 5G N47 and WLAN applications. The proposed design is a symmetrical plus-shaped DR and excited through four independent CPW feed lines with a common ground plane. The proposed design is bi-directional due to the lack of a ground plane at the bottom. The isolation was achieved by the excitation of orthogonal modes and a modified ground plane. The proposed design has measured gains for P1, P2, P3, P4 of 5.2, 5.04, and 4.8.4.3 dBi, respectively, and radiation efficiency up to 94%. Measured results including antenna performance parameters like input reflection, isolation and radiation patterns are shown which bear close agreement with simulated results. MIMO performance parameter like ECC, DG, MEG and CCL shows that the proposed design is an appropriate candidate for MIMO applications at the WLAN band.
References
- 1. Mietzner J, Schober R, Lampe L, Gerstacker WH, Hoeher PA. Multiple-antenna techniques for wireless communications-a comprehensive literature survey. IEEE communications surveys & tutorials. 2009 Jun 2;11(2):87–105.
- 2. Khan AA, Khan R, Aqeel S, Nasir J, Saleem J. Design of a dual‐band MIMO dielectric resonator antenna with high port isolation for W i MAX and WLAN applications. International Journal of RF and Microwave Computer‐Aided Engineering. 2017 Feb;27(2):e21058.
- 3. Payandehjoo K, Abhari R. Highly‐isolated unidirectional multi‐slot‐antenna systems for enhanced MIMO performance. International Journal of RF and Microwave Computer‐Aided Engineering. 2014 May;24(3):289–97.
- 4. Alsharif MH, Albreem MA, Solyman AA, Kim S. Toward 6g communication networks: terahertz frequency challenges and open research issues. Computers, Materials & Continua. 2021 Jan 1;66(3):2831–42.
- 5. Zaidi K. S., Hina S., Jawad M., Khan A. N., Khan M. U. S., Pervaiz H. B., et al. (2021). Beyond the Horizon, Backhaul Connectivity for Offshore IoT Devices. Energies, 14(21), 6918.
- 6. Alvi A. N., Khan S., Javed M. A., Konstantin K., Almagrabi A. O., Bashir A. K., et al. (2019). OGMAD: optimal GTS-allocation mechanism for adaptive data requirements in IEEE 802.15. 4 based Internet of Things. IEEE Access, 7, 170629–170639.
- 7. Chouhan S, Panda DK, Gupta M, Singhal S. Multiport MIMO antennas with mutual coupling reduction techniques for modern wireless transreceive operations: A review. International Journal of RF and Microwave Computer‐Aided Engineering. 2018 Feb;28(2):e21189.
- 8. Ahmad S., Khan S., Manzoor B., Soruri M., Alibakhshikenari M., Dalarsson M., et al. (2022). A Compact CPW-Fed Ultra-Wideband Multi-Input-Multi-Output (MIMO) Antenna for Wireless Communication Networks. IEEE Access, 10, 25278–25289.
- 9. Ahmad S., Paracha K. N., Sheikh Y. A., Ghaffar A., Butt A. D., Alibakhshikenari M., et al. (2021). A Metasurface-Based Single-Layered Compact AMC-Backed Dual-Band Antenna for Off-Body IoT Devices. IEEE Access, 9, 159598–159615.
- 10. Babale S. A., Paracha K. N., Ahmad S., Abdul Rahim S. K., Yunusa Z., Nasir M., et al. (2022). A Recent Approach towards Fluidic Microstrip Devices and Gas Sensors: A Review. Electronics, 11(2), 229.
- 11. Yan JB, Bernhard JT. Design of a MIMO dielectric resonator antenna for LTE femtocell base stations. IEEE Transactions on Antennas and Propagation. 2011 Oct 28;60(2):438–44.
- 12. Khalily M, Rahim MK, Kishk AA. Bandwidth enhancement and radiation characteristics improvement of rectangular dielectric resonator antenna. IEEE Antennas and Wireless Propagation Letters. 2011 Apr 21;10:393–5.
- 13. Shahadan N. H., Kamarudin M. R., Jamaluddin M. H., & Yamada Y. (2017). Higher-order mode rectangular dielectric resonator antenna for 5G applications. Indonesian Journal of Electrical Engineering and Computer Science, 5(3), 584–592.
- 14.
Petosa A. Dielectric resonator antenna handbook, Artech House. Inc., Norwood, USA. 2007:336.
- 15. Tian R, Plicanic V, Lau BK, Ying Z. A compact six-port dielectric resonator antenna array: MIMO channel measurements and performance analysis. IEEE Transactions on Antennas and Propagation. 2010 Jan 26;58(4):1369–79.
- 16. Zou L, Abbott D, Fumeaux C. Omnidirectional cylindrical dielectric resonator antenna with dual polarization. IEEE Antennas and Wireless Propagation Letters. 2012 May 14;11:515–8.
- 17. Das G, Sharma A, Gangwar RK. Dual port aperture coupled MIMO cylindrical dielectric resonator antenna with high isolation for WiMAX application. International Journal of RF and Microwave Computer‐Aided Engineering. 2017 Sep;27(7):e21107.
- 18. Sharawi MS, Podilchak SK, Khan MU, Antar YM. Dual-frequency DRA-based MIMO antenna system for wireless access points. IET Microwaves, Antennas & Propagation. 2017 Jul 11;11(8):1174–82.
- 19. Abdalrazik A, Abd El-Hameed AS, Abdel-Rahman AB. A three-port MIMO dielectric resonator antenna using decoupled modes. IEEE Antennas and Wireless Propagation Letters. 2017 Oct 16;16:3104–7.
- 20. Khan AA, Jamaluddin MH, Aqeel S, Nasir J, Owais O. Dual-band MIMO dielectric resonator antenna for WiMAX/WLAN applications. IET Microwaves, Antennas & Propagation. 2017 Jan 23;11(1):113–20.
- 21. Das G, Sharma A, Gangwar RK, Sharawi MS. Compact back-to-back DRA-based four-port MIMO antenna system with bi-directional diversity. Electronics Letters. 2018 Jul 5;54(14):884–6.
- 22. Le Bolzer F, Nicolas C, Cormos D, Gillard R, Laisne A, inventors; Thomson Licensing SAS, assignee. Dielectric resonator type antennas. United States patent US 7,196,663. 2007 Mar 27.
- 23. Sharawi M. S. (2013). Printed multi-band MIMO antenna systems and their performance metrics [wireless corner]. IEEE Antennas and propagation Magazine, 55(5), 218–232.
- 24. Ko S. C., & Murch R. D. (2001). Compact integrated diversity antenna for wireless communications. IEEE Transactions on Antennas and Propagation, 49(6), 954–960.
- 25. Saadh A. W., Ramaswamy P., & Ali T. (2021). A CPW fed two and four element antenna with reduced mutual coupling between the antenna elements for wireless applications. Applied Physics A, 127(2), 1–18.
- 26.
Sharawi MS, Podilchak SK, Antar YM. A low profile dual-band DRA-based MIMO antenna system for wireless access points. In2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting 2015 Jul 19 (pp. 707–708). IEEE.
- 27.
Das G, Gangwar RK. A high isolation MIMO cylindrical dielectric resonator antenna for 4G applications. In 2018 3rd International Conference on Microwave and Photonics (ICMAP) 2018 Feb 9 (pp. 1–2). IEEE.
- 28. Anuar S. U., Jamaluddin M. H., Din J., Kamardin K., Dahri M. H., & Idris I. H. (2020). Triple band MIMO dielectric resonator antenna for LTE applications. AEU-International Journal of Electronics and Communications, 118, 153172.
- 29. Biswas A. K., & Chakraborty U. (2021). A compact single element dielectric resonator MIMO antenna with low mutual coupling. Frequenz, 75(5–6), 201–209.
- 30. Varshney G., Gotra S., Chaturvedi S., Pandey V. S., & Yaduvanshi R. S. (2019). Compact four-port MIMO dielectric resonator antenna with pattern diversity. IET Microwaves, Antennas & Propagation, 13(12), 2193–2198.
- 31. Yadav S. K., Kaur A., & Khanna R. (2021). Compact Rack Shaped MIMO Dielectric Resonator Antenna with Improved Axial Ratio for UWB Applications. Wireless Personal Communications, 117(2), 591–606.