15
5G Scope of Applications and Development: A Comprehensive Review 1Kaza Mrudula 2Pragya Sinha 3Balaji S 1,2 U.G Student, 3 Associate Professor April 18, 2018 Abstract 5G network implementation is a very promising and de- veloping field in wireless networks; MIMO is one of them that use RF technology. MIMO is multiple input and mul- tiple output network, which is one of the potential gateway for normalizing 5G network. In this paper, we discuss how the introduction of MIMO can deduct the existing problems that would be eliminated entirely, like the fairing wireless network rates. It also discusses the possibility of new prob- lems that could be created by this potential technology and also the various methods implemented to mainstream the idea of 5G. The purpose of why the research should be pur- sued in the direction of the 5G is discussed and also the parameters influencing 5G technologies. Key Words :Massive MIMO, beam forming, spatial mul- tiplexing, small cell heterogeneous network, full duplex, fifth Generation. 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The emerging needs of the current generation include faster data speeds and more dependable services [1][2]. The objective of improving the scope of 5G technologies offers a higher capacity than the current 4G, a greater number of smart mobile users, and associating device-to-device, reliable and massive device communications lowering the battery consumption, 1 International Journal of Pure and Applied Mathematics Volume 118 No. 24 2018 ISSN: 1314-3395 (on-line version) url: http://www.acadpubl.eu/hub/ Special Issue http://www.acadpubl.eu/hub/

5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

5G Scope of Applications andDevelopment: A Comprehensive Review

1Kaza Mrudula 2Pragya Sinha 3Balaji S 1,2 U.G Student, 3 Associate Professor 1,2,3 School of Electrical Engineering, VIT University,Vellore, India [email protected], [email protected], [email protected]

April 18, 2018

Abstract

5G network implementation is a very promising and de-veloping field in wireless networks; MIMO is one of themthat use RF technology. MIMO is multiple input and mul-tiple output network, which is one of the potential gatewayfor normalizing 5G network. In this paper, we discuss howthe introduction of MIMO can deduct the existing problemsthat would be eliminated entirely, like the fairing wirelessnetwork rates. It also discusses the possibility of new prob-lems that could be created by this potential technology andalso the various methods implemented to mainstream theidea of 5G. The purpose of why the research should be pur-sued in the direction of the 5G is discussed and also theparameters influencing 5G technologies.

Key Words:Massive MIMO, beam forming, spatial mul-tiplexing, small cell heterogeneous network, full duplex, fifthGeneration.

1 INTRODUCTION

5G is the next generation network, that promises to deliver whattodays mobile users requires. The emerging needs of the currentgeneration include faster data speeds and more dependable services[1][2]. The objective of improving the scope of 5G technologiesoffers a higher capacity than the current 4G, a greater number ofsmart mobile users, and associating device-to-device, reliable andmassive device communications lowering the battery consumption,

1

International Journal of Pure and Applied MathematicsVolume 118 No. 24 2018ISSN: 1314-3395 (on-line version)url: http://www.acadpubl.eu/hub/Special Issue http://www.acadpubl.eu/hub/

Page 2: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

uniform GBPS data throughput [3] and more importantly betterapplication of the Internet of things. This 5G technology couldincrease the accessibility of data on the Internet and utilize thespectrum more effectively. MIMO is one the many approaches toeffective implementation of 5G networks.

MIMO is currently being used in numerous applications fromLTE to Wi-Fi, but at the moment, the number of antennas is con-siderably limited [4]. The use of microwave frequencies opens up theprospect of using multiple antennas on single equipment develops areal opportunity because of the antenna size and spacing in termsof the wavelength. The spectrum now used is 4G is 3-6GHz whichis already very crowded with already existing devices. Some of theultimate challenges we face in 5G are the exponential increase inthe traffic of the users, spectrum insufficiency and increase in den-sity of the network [5]. To implement 5G networks, we need tomake use of the unused 6 GHz to 300 GHz spectrum of frequenciesas shown in figure 1. For this we need the wavelength to be in mil-limetres. Hence we use millimetre waves [6]. The main cause of thegrowth in capacity is probably anticipated to come from network ar-chitectural advancements, considering heterogeneous networks andconjunction of information and communication technology [7].

Figure 1: 5G Spectrum

2 DISCUSSION

2.1 MIMO

MIMO is multiple input and multiple output network of antennasfor the communication systems. In this, multiple arrays of antennasare used as both input and output as shown by Figure 2.

2

International Journal of Pure and Applied Mathematics Special Issue

Page 3: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

Figure 2: Basic structure of MIMO

TABLE 1: SOME PROMINENT RECENT WORKS ON MIMO

2.1.1 Parameters effecting MIMO

Performance of MIMO is affected by following parameters:a) Antenna Design:Dielectric Resonator antenna array:Dielectric resonator antennas (DRAS) have been a frequent topic

of study in the past decades. In addition to low profile and lightweight, they propose numerous other striking features like very lowconductor loss and absence of surface-wave loss [14][15]. Their ra-diation characteristics make them brilliant contender in the fieldof wireless communication system [16][17], particularly where the

3

International Journal of Pure and Applied Mathematics Special Issue

Page 4: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

operation is in the millimeter-wave band. The advantages such aslow loss, ease of excitation, wide impedance bandwidth and lightweight makes them more feasible [18][19]. There are many arraystructures that influence 5G spectrum analysis like microstrip patchantenna and graphene array[20][21][22]. Figure 3 explains the blockdiagram of various antennas which can be used for 5G systems.

b) Transmission /Reception of Signals:MIMO can be deployed by either spatial multiplexing or beam-

forming divided based on their techniques of transmission.i) SPATIAL MULTIPLEXINGThe message signal is divided into various subdivisions where

respective divisions are transmitted simultaneously with the samechannel but using different antennas [10]. This can be achievedthrough increasing the levels of power processing units. The MIMOsystem was thus used to reduce the interference caused by multi-path propagation and the first step to using multi-path propaga-tion. The transmission is done using a solitary radio using ESPAR(Electronically Steerable Passive Array Radiator) antenna for the22 MIMO transmission adopting a λ/16 spaced single RF (RadioFrequency) is considered ideal [23][24]. As 960 kHz bandwidth isconcerned the period of the control signal should be shorter than1/960,000 second to avoid severe distortions deduced by spectrumspreading that is a typical feature of beam switching receiver asdescribed in [25][26]. The points to note are that, the number ofdata streams cannot be larger than the number of transmitter an-tenna components and that we need a sufficient number of receiverantenna components. The transmission is further accentuated withthe implementation of beam forming which helps in concentratingthe beam to the beam as explained in the next section.

ii) BEAMFORMINGThis technique uses a method where a beam pattern is formed

that is phased in such a way that it forms a concentrated beam.This method can be used to decrease Signal-Noise Ratio and de-creases path loss [10]. Beamforming antennas have the capabilityto provide a major breakthrough in ad hoc networks. The majorproblematic function of beamforming with a single receiver antennais interchanged with multiple receiver antennas, i.e. multiple direc-tions are considered. That is multiple path of transmission haveto be considered [27][28]. One of the many algorithms such as

4

International Journal of Pure and Applied Mathematics Special Issue

Page 5: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

random unitary beamforming (RUB) realizes multiple-user diver-sity gain over MIMO. We can enhance RUB in the terms of theenergy efficiency [29] and thus obtaining the power requirements[30]. An accurate algorithm of radiation pattern beamforming fora massive MIMO active antenna system is faced with many newchallenges [31][32] . It is inferred from Fig. 4 that as ASD in-creases, spectral efficiency is increased in SM and in BF spectralefficiency is decreased[33][34]. Beamforming accented with array isalso a very popular research topic for transmission and reception ofsignals [35][36][37]. Table 2 gives a brief comparative study betweenSM and BF.

Figure 3: Steps for design and fabrication of 5G antenna. (a)Existing DRA array structure, (b)&(c) Proposed advancement for

a DRA array, (d) Microstrip antenna design

2.2 SMALL CELLS

Massive MIMO and dense small cell (DSC) are clustered together toboost the system capacity. Keeping in mind both the performance

5

International Journal of Pure and Applied Mathematics Special Issue

Page 6: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

and practical deployment, we recognized that the square array ismore suitable for small cell deployment [40]. By placing furthertransmitters with moderate numbers of antennas at typical open-air hotspot locations would be a good way to improve networkcapacity [41].

2.2.1 Heterogeneous networks using small cell and mas-sive MIMO

A heterogeneous network, also known as HetNet, is a wireless net-work system consisting of nodes with diverse transmission coveragearea and powers [42]. Table 3 efficiently describes the role of HetNetin 5G application and realization.

2.3 FULL DUPLEX

Full duplex (FD) is among the techniques used for improving thescope of 5G spectrum as we observe significant growth in the spec-tral efficiency of an entire link and thus increasing the throughputover the same bandwidth. With incorporation of FD in todays halfduplex transmission, we can observe a significant improvement of upto 116% in session throughput and 77% in packet delay [45]. More-over, the most appropriate range for FD systems can be accom-plished by the use of microwave antennas with very large broadsideand very less orthogonal gains with analog self-interference dissolu-tion methods [46]. The major drawback of FD is of self interferencei.e., FD systems suffer majorly from a leakage of power between thetransmission and reception antennas. The major technique to can-cel self interference is:

• Passive techniques: The idea is the separation of antenna andalso shielding of the reception signals from the transmission signalsat the FD radio. The main objective is the seclusion and shieldingof the reception from transmission [47].

• Active techniques: They operate in both analog/digital fields.The key objective in the analog field is to subdue the self-interferenceat the circuitry-chain of analog receiver prior analog-digital-conversion.With incorporation of sophisticated signal processing schemes, themain objective is to cancel the self-interference in the digital domain[48].

6

International Journal of Pure and Applied Mathematics Special Issue

Page 7: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

TABLE 2 COMPARATIVESTUDY BETWEEN BF AND SM

3 Challenges

The primary challenges of present day cellular networks such as:higher data rates, excellent end-to-end performance, user-coveragein hot-spots and crowded areas with lower latency, energy con-sumption, and cost per information transfer are expected to besolved by the evolving 5G cellular wireless networks. By the ex-isting definition, small cell backhaul connections are to be used toforward/receive the end-user (small cell user) information to/fromthe core network [49][50] and to mitigate interferences [51]. Energyefficiency scaling of antennas, backhaul load management, growthof variable data traffics and the trade-offs arising from these con-straints producing large scope of promising future research in 5Gtechnologies.

These challenges have to be addressed. So, 5G systems will im-plement a multi-tier architecture comprising of macrocells, varioustypes of licensed small cells, device-to-device(D2D) and relays net-works to serve users with diverse quality-of service (QoS) require-ments in a spectrum and in an energy-efficient manner [52][53].Some of the prominent requirement for 5G is described in the Fig-ure 4.

TABLE 3 : HetNet TABLE

7

International Journal of Pure and Applied Mathematics Special Issue

Page 8: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

Figure 4: Requirement for 5G

4 Conclusion

This article is the result of reviewing many research works to im-prove understanding and gives complete analysis of how to improvethe scope of 5G spectrum and its applications. Many technolo-gies have been emerging and various methods to implement themeffectively are also coming into existence. Many different networkarray structure and technology like massive MIMI, BM, SF, HetNetetc have been analyzed and compared and contrasted to find the

8

International Journal of Pure and Applied Mathematics Special Issue

Page 9: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

best possible solution for the emerging 5G technology. One of themany approaches would be to enhance the type of antenna arraysas discussed in the paper. Improving the line of transmission andreception is an indispensable factor. By improving the factors andcoalescing various types of technologies together, the desired resultscan be achieved to expand applications of 5G spectrum.

References

[1] Paulraj, A. J., Gore, D. A., Nabar, R. U.,&Bolcskei, H. (2004).An overview of MIMO communications-a key to gigabit wire-less. Proceedings of the IEEE, 92(2), 198-218.

[2] Chin, W. H., Fan, Z., & Haines, R. (2014). Emerging technolo-gies and research challenges for 5G wireless networks. IEEEWireless Communications, 21(2), 106-112.

[3] Hong, W., Baek, K., Lee, Y., & Kim, Y. G. (2014, June).Design and analysis of a low-profile 28 GHz beam steering an-tenna solution for future 5G cellular applications. In MicrowaveSymposium (IMS), 2014 IEEE MTT-S International (pp. 1-4).IEEE.

[4] Gao, Z., Dai, L., Mi, D., Wang, Z., Imran, M. A., &Shakir, M.Z. (2015). MmWave massive-MIMO-based wireless backhaulfor the 5G ultra-dense network. IEEE Wireless Communica-tions, 22(5), 13-21.

[5] Hoydis, J., Ten Brink, S., &Debbah, M. (2013). Massive MIMOin the UL/DL of cellular networks: How many antennas dowe need?.IEEE Journal on selected Areas in Communications,31(2), 160-171.

[6] Rappaport, T. S., Sun, S., Mayzus, R., Zhao, H., Azar, Y.,Wang, K., ...& Gutierrez, F. (2013). Millimeter wave mobilecommunications for 5G cellular: It will work!.IEEE access, 1,335-349.

[7] Li, Q. C., Niu, H., Papathanassiou, A. T., & Wu, G. (2014).5G network capacity: Key elements and technologies. IEEEVehicular Technology Magazine, 9(1), 71-78.

9

International Journal of Pure and Applied Mathematics Special Issue

Page 10: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

[8] Osseiran, A.,Boccardi, F., Braun, V., Kusume, K., Marsch,P., Maternia, M., ... &Tullberg, H. (2014). Scenarios for 5Gmobile and wireless communications: the vision of the METISproject. IEEE Communications Magazine, 52(5), 26-35.

[9] Larsson, E. G., Edfors, O., Tufvesson, F., &Marzetta, T. L.(2014). Massive MIMO for next generation wireless systems.IEEE Communications Magazine, 52(2), 186-195.

[10] Sun, S., Rappaport, T. S., Heath, R. W., Nix, A., &Rangan,S. (2014). MIMO for millimeter-wave wireless communications:beamforming, spatial multiplexing, or both?.IEEE Communi-cations Magazine, 52(12), 110-121.

[11] Boccardi, F., Heath, R. W., Lozano, A., Marzetta, T. L.,&Popovski, P. (2014). Five disruptive technology directionsfor 5G. IEEE Communications Magazine, 52(2), 74-80.

[12] Haraz, O. M., Ashraf, M.,&Alshebeili, S. (2015, October).Single-band PIFA MIMO antenna system design for future 5Gwireless communication applications. In Wireless and MobileComputing, Networking and Communications (WiMob), 2015IEEE 11th International Conference on (pp.608-612). IEEE.

[13] Wang,C. X., Haider, F., Gao, X., You, X. H., Yang, Y., Yuan,D., ... &Hepsaydir, E. (2014). Cellular architecture and keytechnologies for 5G wireless communication networks. IEEECommunications Magazine, 52(2), 122-130.

[14] Eshrah, I. A., Kishk, A. A., Yakovlev, A. B., & Glisson, A.W. (2005). Theory and implementation of dielectric resonatorantenna excited by a waveguide slot. IEEE Transactions onAntennas and Propagation, 53(1), 483-494.

[15] Chu, H.,&Guo, Y. X. (2017). A Novel Approach for Millimeter-Wave Dielectric Resonator Antenna Array Designs by Usingthe Substrate Integrated Technology. IEEE Transactions onAntennas and Propagation, 65(2), 909-914.

[16] Allabouche, K., Ferrero, F., El Idrissi, N. E. A., Jorio, M.,Ribero, J. M., Lizzi, L., &Slimani, A. (2017). Comparative

10

International Journal of Pure and Applied Mathematics Special Issue

Page 11: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

Analysis of Different Excitation Techniques for Cylindrical Di-electric Resonator Antenna. In Advances in Ubiquitous Net-working 2 (pp. 311-319). Springer Singapore.

[17] Fakhte,S., Oraizi, H., Matekovits, L., &Dassano, G. (2017).Cylindrical Anisotropic Dielectric Resonator Antenna WithImproved Gain. IEEE Transactions on Antennas and Prop-agation, 65(3), 1404-1409.

[18] Behloul, A., Messaoudene, I., Denidni, T. A., &Benghalia,A. (2017). Threeport triangular dielectric resonator antennawith switching beam forming operation. Microwave and Opti-cal Technology Letters, 59(4),955-958.

[19] Shahadan, N. H., Kamarudin, M. R., Jamaluddin, M. H., &Yamada, Y. (2017). Higher-order Mode Rectangular DielectricResonator Antenna for 5G Applications. Indonesian Journal ofElectrical Engineering and Computer Science, 5(3), 584-592.

[20] Sadon, S. N. H., Kamarudin, M. R., Ahmad, F., Jusoh, M., &Majid, H. A. (2017). Graphene array antenna for 5G applica-tions. Applied Physics A, 123(2), 118.

[21] Ishfaq, M. K., Abd Rahman, T., Chattha, H. T., & UrRehman, M. (2017). Multiband Split-Ring Resonator BasedPlanar Inverted-F Antenna for 5G Applications. InternationalJournal of Antennas and Propagation, 2017.

[22] Reddy, N. K., Hazra, A., &Sukhadeve, V. R. (2017). A Com-pact Elliptical Microstrip Patch Antenna for Future 5G MobileWireless Communication. Transactions on Engineering andApplied Sciences, 1(1).

[23] Alrabadi, O. N., Divarathne, C., Tragas, P., Kalis,A.,Marchetti, N., Papadias, C. B., & Prasad, R. (2011). Spa-tial multiplexing with a single radio: Proof-of-concept exper-iments in an indoor environment with a 2.6-GHz prototype.IEEE Communications Letters, 15(2),178-180.

[24] Cho, Y. K., Lee, J. N., Lee, Y. H., Jo, G., Oh, J., & Park,B. H. (2015, September). /16 spaced single RF chain MIMO

11

International Journal of Pure and Applied Mathematics Special Issue

Page 12: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

antenna using low-power CMOS switches. In Microwave Con-ference (EuMC), 2015 European(pp. 726-729). IEEE.

[25] Mller, R., Bains, R., &Aas, J. (2005, September). CompactMIMO receive antennas. In Invited for 43rd Annual Aller-ton Conference on Communications, Control and Computing,Monticello, IL, USA.

[26] Zhang, Z., Chai, X., Long, K., Vasilakos, A. V., &Hanzo,L. (2015). Full duplex techniques for 5G networks: self-interference cancellation, protocol design, and relay selection.IEEE Communications Magazine, 53(5), 128-137.

[27] Mukkavilli, K. K., Sabharwal, A., Erkip, E., &Aazhang, B.(2003). On beamforming with finite rate feedback in multiple-antenna systems. IEEE Transactions on Information Theory,49(10), 2562-2579.

[28] Bhashyam, S., Sabharwal, A., &Aazhang, B. (2002). Feedbackgain in multiple antenna systems. IEEE Transactions on com-munications, 50(5), 785-798.

[29] Kwon, J. H., Ko, Y. C., & Yang, H. C. (2016, September). Op-timizing Random Unitary Beamforming for Energy Efficiencyin MIMO Broadcast Channels. In Vehicular Technology Con-ference (VTC-Fall), 2016 IEEE 84th (pp. 1-5). IEEE.

[30] Li, Y., Ji, X., Peng, M., Li, Y., & Huang, C. (2013, Octo-ber). An enhanced beamforming algorithm for three dimen-sional MIMO in LTE-advanced networks. In Wireless Com-munications & Signal Processing (WCSP), 2013 InternationalConference on (pp. 1-5). IEEE.

[31] Marzetta,T. L. (2010). Noncooperative cellular wireless withunlimited numbers of base station antennas. IEEE Transac-tions on Wireless Communications, 9(11), 3590-3600.

[32] Snchez-Fernndez, M., Zazo, S., & Valenzuela, R. (2007). Per-formance comparison between beamforming and spatial mul-tiplexing for the downlink in wireless cellular systems. IEEEtransactions on wireless communications, 6(7).

12

International Journal of Pure and Applied Mathematics Special Issue

Page 13: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

[33] Wang, L. C., & Lu, Y. (2016, September). On the DownlinkPerformance of Massive MIMO with Finite Antenna Elementsin Multi-Cellular Networks. In Vehicular Technology Confer-ence (VTC-Fall), 2016 IEEE 84th (pp. 1-5). IEEE.

[34] Balaji, S., &Mallick, P. S. (2017). Performance analysis ofadaptive limited feedback coordinated zeroforcing multicellsystems in timevarying channels: A practical approach. In-ternational Journal of Communication Systems.

[35] Yuan, H. W., Cui, G. F., & Fan, J. (2017). A Method forAnalyzing Broadcast Beamforming of Massive MIMO AntennaArray. Progress In Electromagnetics Research Letters, 65, 15-21.

[36] Gwak, D.,Sohn, I., & Lee, S. H. (2015). Analysis of Single-RFMIMO Receiver with Beam-Switching Antenna. ETRI Jour-nal, 37(4), 647-656.

[37] Kim, I. H., Lee, K., & Chun, J. (2007). A MIMO antenna struc-ture that combines transmit beamforming and spatial multi-plexing. IEEE transactions on wireless communications, 6(3),775-779.

[38] Piao, D.,Jia, X., Ma, X., Guo, Q., & Li, Z. (2017). MeasuredPerformance Comparisons between Spatial Multiplexing andBeamforming Arrays in the 28 GHz Band. International Jour-nal of Antennas and Propagation, 2017.

[39] Atkinson,L. A. (2017). U.S. Patent No.20,170,085,315. Wash-ington, DC: U.S. Patent and Trademark Office.

[40] Hou, X., Wang, X., Jiang, H., & Kayama, H. Investigation ofMassive MIMO in Dense Small Cell Deployment for 5G.

[41] Jungnickel, V., Manolakis, K., Zirwas, W., Panzner, B., Braun,V., Lossow, M., ...&Svensson, T. (2014). The role of smallcells, coordinated multipoint, and massive MIMO in 5G. IEEECommunications Magazine, 52(5), 44-51.

[42] Hu, R. Q.,& Qian, Y. (2014). An energy efficient and spec-trum efficient wireless heterogeneous network framework for5G systems. IEEE Communications Magazine, 52(5), 94-101.

13

International Journal of Pure and Applied Mathematics Special Issue

Page 14: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

[43] Bhushan, N., Li, J., Malladi, D., Gilmore, R., Brenner, D.,Damnjanovic, A., ...&Geirhofer, S. (2014). Network densifica-tion: the dominant theme for wireless evolution into 5G. IEEECommunications Magazine, 52(2), 82-89.

[44] Peng, M.,Li, Y., Zhao, Z., & Wang, C. (2015). System archi-tecture and key technologies for 5G heterogeneous cloud radioaccess networks. IEEE network,29(2), 6-14.

[45] Sarret, M. G., Berardinelli, G., Mahmood, N. H., &Mogensen,P. (2016, May). Can full duplex boost throughput and delay of5G ultra-dense small cell networks?. In Vehicular TechnologyConference (VTC Spring), 2016 IEEE 83rd (pp. 1-5). IEEE.

[46] Demir, A., Haque, T., Bala, E., &Cabrol, P. (2016, April). Ex-ploring the possibility of Full-Duplex operations in mmWave5G systems. In Wireless and Microwave Technology Confer-ence (WAMICON), 2016 IEEE 17th Annual (pp. 1-5). IEEE.

[47] Alves, H., Souza, R. D., &Pellenz, M. E. (2015, September).Brief survey on full-duplex relaying and its applications on 5G.In Computer Aided Modelling andDesign of CommunicationLinks and Networks (CAMAD), 2015 IEEE 20th InternationalWorkshop on (pp.17-21). IEEE.

[48] Hong, S., Brand, J., Choi, J., Jain, M., Mehlman, J., Katti, S.,&Levis, P. (2014). Applications of self-interference cancellationin 5G and beyond. IEEE Communications Magazine, 52(2),114-121.

[49] Siddique, U., Tabassum, H., Hossain, E., & Kim, D. I. (2015).Wireless backhauling of 5G small cells: Challenges and solu-tion approaches. IEEE Wireless Communications, 22(5), 22-31.

[50] Prasad, K. S. V., Hossain, E., & Bhargava, V. K. (2017). En-ergy Efficiency in Massive MIMO-Based 5G Networks: Oppor-tunities and Challenges. IEEE Wireless Communications.

[51] Balaji, S., Mallick, P. S., &Gnanagurunathan, G. (2016).Threshold Based Limited Feedback Bit Partitioning for Inter-ference Channels in Multicell Systems. Journal of EngineeringScience & Technology Review, 9(4).

14

International Journal of Pure and Applied Mathematics Special Issue

Page 15: 5G Scope of Applications and Development: A Comprehensive ... · 1 INTRODUCTION 5G is the next generation network, that promises to deliver what todays mobile users requires. The

[52] Ge, X.,Yang, J., Gharavi, H., & Sun, Y. (2017). Energy Ef-ficiency Challenges of 5G Small Cell Networks. arXivpreprintarXiv:1702.03503.

[53] Hossain, E., Rasti, M., Tabassum, H., &Abdelnasser, A.(2014). Evolution toward 5G multi-tier cellular wireless net-works: An interference management perspective. IEEE Wire-less Communications, 21(3), 118-127.

15

International Journal of Pure and Applied Mathematics Special Issue