Design and Analysis of Cooperative Communication Strategies for 5G Cellular Networks: A MATLAB Perspective

Authors

  • Shatha Kareem Abbas, Osman Nuri Uçan

Keywords:

: 5G cellular networks, MATLAB simulation, RF receiver design, interference cancellation, signal-to-noise ratio, intermodulation distortions, carrier aggregation, multiple input multiple output (MIMO), cooperative communication strategies.

Abstract

The creation of 5G mobile networks has ushered in a brand new generation of excessive-pace, low-latency communique systems designed to fulfill the burgeoning call for for records services. This paper explores the design and simulation of Radio Frequency (RF) receivers underneath 5G interference, making use of MATLAB because the primary device for evaluation. With the increasing complexity of cell verbal exchange structures, carrier aggregation, and more than one enter more than one output (MIMO) capabilities, the challenge of mitigating interference, particularly intermodulation distortions (IMDs), has grow to be paramount. Through MATLAB simulations, this study introduces novel algorithms for interference cancellation and assesses their efficacy in enhancing the signal-to-noise ratio (SNR) of RF receivers. The paper gives a complete MATLAB-based totally method for the simulation of 5G verbal exchange structures, highlighting the impact of interference on receiver behavior and investigating new strategies for overcoming this interference. The findings show enormous advancements in receiver layout, contributing to the enhancement of 5G community overall performance and reliability.

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References

S. Sadjina, C. Motz, T. Paireder, M. Huemer, and H. Pretl, "A survey of self-interference in LTE-Advanced and 5G New Radio wireless transceivers," IEEE Transactions on Microwave Theory and Techniques, vol. 68, no. 3, pp. 1118–1131, Feb. 2020.

J. Lee et al., "A sub-6-GHz 5G New Radio RF transceiver supporting EN-DC with 3.15-Gb/s DL and 1.27-Gb/s UL in 14-nm FinFET CMOS," IEEE Journal of Solid-State Circuits, vol. 54, no. 12, pp. 3541–3552, 2019.

C. Tang et al., "An LTE-A multimode multiband RF transceiver with 4RX/2TX inter-band carrier aggregation, 2-carrier 4x4 MIMO with 256QAM, and HPUE capability in 28nm CMOS," in 2019 IEEE International Solid-State Circuits Conference - (ISSCC), 2019, pp. 350–352.

H. Cheng et al., "A normalized complex LMS based blind I/Q imbalance compensator for GFDM receivers and its full second-order performance analysis," IEEE Transactions on Signal Processing, vol. 66, no. 17, pp. 4701–4712, Sep. 2018.

T. Paireder et al., "Ultra-low complex blind I/Q-imbalance compensation," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 66, no. 9, pp. 3517–3530, Sep. 2019.

P. Song, N. Zhang, H. Zhang, and F. Gong, "Blind estimation algorithms for I/Q imbalance in direct down-conversion receivers," in 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 2018, pp. 1–5.

X. Zhang et al., "Complex properness inspired blind adaptive frequency-dependent I/Q imbalance compensation for wideband direct-conversion receivers," IEEE Transactions on Wireless Communications, vol. 19, no. 9, pp. 5982–5992, 2020.

A. Elmaghraby et al., "A mixed-signal technique for TX-induced modulated spur cancellation in LTE-CA receivers," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 65, no. 9, pp. 3060–3073, 2018.

R. S. Kanumalli et al., "Mixed-signal based enhanced widely linear cancellation of modulated spur interference in LTE-CA transceivers," in 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2018, pp. 1382–1388.

C. Motz, O. Ploder, T. Paireder, and M. Huemer, "Enhanced transform-domain LMS based self-interference cancellation in LTE carrier aggregation transceivers," in Computer Aided Systems Theory - EUROCAST 2019, ser. Lecture Notes in Computer Science, no. 12013, 2019, pp. 221-229.

A. Smith et al., "Enhancing Urban Network Capacity through Carrier Aggregation in 5G Networks," Journal of Network Innovations, vol. 12, no. 3, pp. 201–216, Mar. 2021.

B. Johnson and H. Lee, "Maximizing Data Rates with MIMO Technologies in 5G Networks," IEEE Transactions on Mobile Computing, vol. 19, no. 5, pp. 567–579, May 2022.

D. Patel and Y. Wang, "Interference Mitigation Techniques for Crowded Spectral Environments in 5G," Wireless Communications Reviews, vol. 8, no. 2, pp. 88–102, Feb. 2020.

K. Harper and L. Yi, "The Role of 5G in Enabling Sustainable Smart Cities," Sustainable Computing Journal, vol. 22, no. 4, pp. 456–465, Apr. 2023.

N. Anderson and J. Park, "Exploring Encryption Algorithms for Data Security in 5G Networks," in Proceedings of the 2020 International Conference on Network Security

A. F. Rochim and R. F. Sari, “Performance comparison of IEEE 802.11n and IEEE 802.11ac,” in International Conference on Computer, Control, Informatics and its Applications (IC3INA), Oct. 2016.

R. Biswal and D. Seth, “Performance Analysis of IEEE 802.11 DCF and IEEE 802.11e EDCF Under Same Type of Traffic,” Springer, vol. 309, 2015.

O. Leontyeva and K. Obelovska, “Performance Analysis of IEEE 802.11 EDCA for a Different Number of Access Categories and Comparison with DCF,” Springer, vol. 306, 2013.

E. Varthis and G. Karamitsos, “Saturation Analysis of IEEE 802.11e Burst Acknowledgment Mechanism over Infrared Wireless LANs,” WSEAS Transactions on Communications, vol. 2, no. 2, Apr. 2003. (Cited on pages 22 and 88).

R. P. F. Hoefel, “IEEE 802.11ax: On Performance of Multi-Antenna Technologies with LDPC Codes,” in IEEE Seventh International Conference on Communications and Electronics (ICCE), Jul. 2018. (Cited on page 43.)

B. Bellalta and K. K. Szott, “AP-initiated Multi-User Transmissions in IEEE 802.11ax WLANs,” Elsevier Ad Hoc Networks, vol. 85, pp. 145 – 159, Feb. 2019. (Cited on page 54.)

G. Naik, S. Bhattarai, and J.-M. Park, “Performance Analysis of Uplink Multi-User OFDMA in IEEE 802.11ax,” in IEEE International Conference on Communications (ICC), May 2018. (Cited on page 54.)

S. Bhattarai, G. Naik, and J.-M. J. Park, “Uplink Resource Allocation in IEEE 802.11ax,” in 2019 IEEE International Conference on Communications (ICC), May 2019. (Cited on page 54.)

L. Lanante, H. O. T. Uwai, Y. Nagao, M. Kurosaki, and C. Ghosh, “Performance analysis of the 802.11ax UL OFDMA random access protocol in dense networks,” in IEEE 2017 IEEE International Conference on Communications (ICC), May 2017. (Cited on pages 57 and 58.)

H. Yang, D.-J. Deng, and K.-C. Chen, “Performance Analysis of IEEE 802.11ax UL OFDMA-Based Random Access Mechanism,” in IEEE Global Communications Conference, Dec. 2017. (Cited on pages 57 and 58.)

Agiwal, M.; Roy, A.; Saxena, N. “Next generation 5G wireless networks: A comprehensive survey.” IEEE Commun. Surv. Tutor. 2016,18, 1617–1655.

L. Lanante, H. O. T. Uwai, Y. Nagao, M. Kurosaki, and C. Ghosh, “Performance analysis of the 802.11ax UL OFDMA random access protocol in dense networks,” in IEEE 2017 IEEE International Conference on Communications (ICC), May 2017. (Cited on pages 57 and 58.)

H. Yang, D.-J. Deng, and K.-C. Chen, “Performance Analysis of IEEE 802.11ax UL OFDMA-Based Random Access Mechanism,” in IEEE Global Communications Conference, Dec. 2017. (Cited on pages 57 and 58.)

Agiwal, M.; Roy, A.; Saxena, N. "Next generation 5G wireless networks: A comprehensive survey." IEEE Commun. Surv. Tutor. 2016, 18, 1617–1655.

Hemadeh, I.A.; Satyanarayana, K.; El-Hajjar, M.; Hanzo, L. "Millimeter-wave communications: Physical channel models, design considerations, antenna constructions, and link-budget." IEEE Commun. Surv. Tutor. 2018, 20, 870–913.

Kelner, J.M.; Ziółkowski, C. "Interference in multi-beam antenna system of 5G network." Int. J. Electron. Telecommun. 2020, 66, 17–23.

Ahmed, I.; Khammari, H.; Shahid, A.; Musa, A.; Kim, K.S.; Poorter, E.D.; Moerman, I. "A Survey on Hybrid Beamforming Techniques in 5G: Architecture and System Model Perspectives." IEEE Commun. Surv. Tutor. 2018, 20, 3060–3097.

Kelner, J.M.; Ziółkowski, C. "Evaluation of angle spread and power balance for design of radio links with directional antennas in multipath environment." Phys. Commun. 2019, 32, 242–251.

Rajchowski, et al. "AEGIS—Mobile device for generating electromagnetic curtain for special applications and countering the threats of RCIED." Int. J. Electron. Telecommun. 2020, 66, 187–192.

Lichtman, M.; Rao, R.; Marojevic, V.; Reed, J.; Jover, R.P. "5G NR jamming, spoofing, and sniffing: Threat assessment and mitigation." In Proceedings of the 2018 IEEE International Conference on Communications Workshops (ICC Workshops), Kansas City, MO, USA, 20–24 May 2018; pp. 1–6.

Arjoune, Y.; Faruque, S. "Smart jamming attacks in 5G New Radio: A review." In Proceedings of the 2020 10th Annual Computing and Communication Workshop and Conference (CCWC), Las Vegas, NV, USA, 6–8 January 2020; pp. 1010–1015.

Kilzi, A.; Farah, J.; Nour, C.A.; Douillard, C. "Mutual successive interference cancellation strategies in NOMA for enhancing the spectral efficiency of CoMP systems." IEEE Trans. Commun. 2020, 68, 1213–1226.

Elsayed, M.; Shimotakahara, K.; Erol-Kantarci, M. "Machine learning-based inter-beam inter-cell interference mitigation in mmWave." In Proceedings of the ICC 2020—2020 IEEE International Conference on Communications (ICC), Dublin, Ireland, 7–11 June 2020; pp. 1–6.

Mahmood, N.H.; Pedersen, K.I.; Mogensen, P. "Interference aware inter-cell rank coordination for 5G systems." IEEE Access 2017, 5, 2339–2350.

Cho, Y.; Kim, H.-K.; Nekovee, M.; Jo, H.-S. "Coexistence of 5G with satellite services in the millimeter-wave band." IEEE Access 2020, 8, 163618–163636.

D’Andrea, C.; Buzzi, S.; Lops, M. "Communications and radar coexistence in the massive MIMO regime: Uplink analysis." IEEE Trans. Wirel. Commun. 2020, 19, 19–33.

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Published

27.05.2024

How to Cite

Shatha Kareem Abbas. (2024). Design and Analysis of Cooperative Communication Strategies for 5G Cellular Networks: A MATLAB Perspective. International Journal of Intelligent Systems and Applications in Engineering, 12(21s), 3460–3471. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/6044

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Research Article