Adaptive beamforming approach for secure communication in 5G network

Arunima Sharma

Article ID: 2628
Vol 2, Issue 3, 2024
DOI: https://doi.org/10.54517/cte.v2i3.2628
VIEWS - 1541 (Abstract)

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Abstract

The beamforming approach has been emerging as a very important concept for next generation networks. In addition to the improved channel capacity, spectral efficiency, energy efficiency, secrecy rate and secrecy outage probability, the upcoming fifth generation network mainly aims at enhancing the parameters of the channel for secure communication. In this paper, we have implied the allocation of resource blocks adaptively using HMM with a beamforming approach in an intruded network. A system model for secure communication in an intruded network has been discussed using a beamforming approach with the main motive being to provide a security scenario to the data which is transmitted over an unsecured channel in a network. In addition to this we have used the approach of HMM for allocating the resource blocks to the users which have been demanded and applied in order to avoid the intrusion and wastage of resource blocks.


Keywords

5G; beamforming; HMM; resource blocks; spectral and energy efficiency; secrecy outage probability


References

1. Gupta A, Jha RK. A Survey of 5G Network: Architecture and Emerging Technologies. IEEE Access. 2015; 3: 1206-1232. doi: 10.1109/access.2015.2461602

2. Han C, Harrold T, Armour S, et al. Green radio: radio techniques to enable energy-efficient wireless networks. IEEE Communications Magazine. 2011; 49(6): 46-54. doi: 10.1109/mcom.2011.5783984

3. Asadi A, Wang Q, Mancuso V. A Survey on Device-to-Device Communication in Cellular Networks. IEEE Communications Surveys & Tutorials. 2014; 16(4): 1801-1819. doi: 10.1109/comst.2014.2319555

4. Technical specification group radio access network; evolved universal terrestrial radio access. Available online: https://www.freecalypso.org/pub/GSM/3GPP/archive/36_series/36.300/36300-b70.pdf (accessed on 26 July 2024).

5. Godara LC. Applications of antenna arrays to mobile communications. I. Performance improvement, feasibility, and system considerations. Proceedings of the IEEE. 1997; 85(7): 1031-1060. doi: 10.1109/5.611108

6. Gandotra P, Kumar Jha R, Jain S. A survey on device-to-device (D2D) communication: Architecture and security issues. Journal of Network and Computer Applications. 2017; 78: 9-29. doi: 10.1016/j.jnca.2016.11.002

7. Ma D, Tsudik G. Security and privacy in emerging wireless networks [Invited Paper]. IEEE Wireless Communications. 2010; 17(5): 12-21. doi: 10.1109/mwc.2010.5601953

8. Claussen H, Ho LTW, Pivit F. Effects of joint macrocell and residential picocell deployment on the network energy efficiency. In: Proceedings of the 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications. pp. 1-6.

9. Derryberry RT, Gray SD, Ionescu DM, et al. Transmit diversity in 3G CDMA systems. IEEE Communications Magazine. 2002; 40(4): 68-75. doi: 10.1109/35.995853

10. Wang CX, Haider F, Gao X, et al. Cellular architecture and key technologies for 5G wireless communication networks. IEEE Communications Magazine. 2014; 52(2): 122-130. doi: 10.1109/mcom.2014.6736752

11. Nguyen VD, Duong TQ, Dobre OA, et al. Joint Information and Jamming Beamforming for Secrecy Rate Maximization in Cognitive Radio Networks. IEEE Transactions on Information Forensics and Security. 2016; 11(11): 2609-2623. doi: 10.1109/tifs.2016.2594131

12. Chopra G, Kumar Jha R, Jain S. A survey on ultra-dense network and emerging technologies: Security challenges and possible solutions. Journal of Network and Computer Applications. 2017; 95: 54-78. doi: 10.1016/j.jnca.2017.07.007

13. Alotaibi ER, Hamdi KA. Secrecy outage probability analysis for cooperative communication with relay selection under non-identical distribution. In: Proceedings of the 2016 IEEE Wireless Communications and Networking Conference.

14. Zhang Y, Ko Y, Woods R, et al. Defining Spatial Secrecy Outage Probability for Exposure Region-Based Beamforming. IEEE Transactions on Wireless Communications. 2017; 16(2): 900-912. doi: 10.1109/twc.2016.2633351

15. Yu B, Yang L, Ishii H. 3D beamforming for capacity improvement in macrocell-assisted small cell architecture. In: Proceedings of 2014 IEEE Global Communications Conference; 08–12 December 2014; Austin, TX, USA. 2014. pp. 4833-4838. doi: 10.1109/GLOCOM.2014.7037571

16. Dugad R, Desai UB. A Tutorial on Hidden Markov Models. 2000.

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