Manuscript Number : IJSRST523103188

Implementation of NOMA Based 5G Mobile Wireless Networks in the Non-Asymptotic Regime

Authors(2) :-Kothamekala Srikanth Reddy, P. Sai Prasad

With the increasing demand for high-speed, reliable, and low-latency connectivity in 5G mobile wireless networks, novel techniques are being explored to meet these requirements. Non-Orthogonal Multiple Access (NOMA) and Heterogeneous Statistical-Quality of Service (QoS) driven resource allocations over millimeter-wave (mmWave) Massive Multiple-Input Multiple-Output (MIMO) are two promising approaches. This paper presents an implementation of NOMA-based 5G networks and compares its performance with an existing system that utilizes heterogeneous statistical-QoS driven resource allocation over mmWave Massive-MIMO. At the transmitter side, the implementation incorporates upper layer packets, NOMA, link layer, and physical layer, while at the receiver side, the physical layer, link layer, and upper layer packets are considered. NOMA transmission is employed between the transmitter and receiver, optimizing resource allocation and enhancing system capacity. The MATLAB 2013a version is used as the simulation tool, providing a comprehensive platform for system modeling and analysis. In addition, a comparative analysis is conducted with the existing system, which employs heterogeneous statistical-QoS driven resource allocation over mmWave Massive-MIMO. This approach leverages the statistical characteristics of wireless channels to allocate resources efficiently, catering to the diverse quality-of-service requirements of users. Through extensive simulations, various performance metrics such as spectral efficiency, system capacity, latency, and QoS are evaluated for both systems. The results provide insights into the advantages and limitations of each technique, facilitating a comprehensive understanding of their performance characteristics. The findings reveal that NOMA-based 5G networks exhibit notable improvements in spectral efficiency and system capacity compared to the existing system with heterogeneous statistical-QoS driven resource allocation over mmWave Massive-MIMO. However, trade-offs between different metrics must be carefully considered to achieve an optimal network design based on specific deployment scenarios and user requirements. This work contributes to the practical implementation of advanced techniques in 5G mobile wireless networks. The comparative analysis between NOMA-based networks and heterogeneous statistical-QoS driven resource allocation over mmWave Massive-MIMO assists in selecting the most suitable approach for various network scenarios, aiding in the ongoing efforts to enhance wireless communication systems.

Authors and Affiliations

Kothamekala Srikanth Reddy
PG Scholar, Department of ECE, Siddartha Educational Academy Group of Institutions, C. Gollapalli, Andhra Pradesh, India.
P. Sai Prasad
Assistant professor, Department of ECE, Siddartha Educational Academy Group of Institutions, C. Gollapalli, Andhra Pradesh, India

Heterogeneous QoS, 5G, eMBB, URLLC, NOMA, OFDMA

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  15. Labrado C and Thapliyal H. Design of adder and subtractor circuits in majority logic-based field-coupled qca nanocom puting. Electronics Letters, 2016, 52 (6): 464-466. https://doi.org/10.1049/el.2015.3834
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  19. Oya, T.; Asai, T.; Fukui, T.; Amemiya, Y. A majority-logic nanodevice using a balanced pair of single-electron boxes. J. Nanosci. Nanotechnol. 2002, 2, 333–342
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  21. Zahoor, F.; Hussin, F.A.; Khanday, F.A.; Ahmad, M.R.; MohdNawi, I.; Ooi, C.Y.; Rokhani, F.Z. Carbon nanotube field effect transistor (cntfet) and resistive random access memory (rram) based ternary combinational logic circuits. Electronics 2021, 10, 79
  22. N Sudhakar Reddy, Naveen Kilari, N.P. Dharani, S Ashok Kumar, “Analysis of slotted matching antenna for millimeter wave applications”, Alexandria Engineering Journal,Volume 64,2023, Pages 237-243, ISSN 1110-0168, https://doi.org/10.1016/j.aej.2022.08.028.

Publication Details

Published in : Volume 10 | Issue 4 | July-August 2023
Date of Publication : 2023-08-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 157-167
Manuscript Number : IJSRST523103188
Publisher : Technoscience Academy

Print ISSN : 2395-6011, Online ISSN : 2395-602X

Cite This Article :

Kothamekala Srikanth Reddy, P. Sai Prasad, " Implementation of NOMA Based 5G Mobile Wireless Networks in the Non-Asymptotic Regime", International Journal of Scientific Research in Science and Technology(IJSRST), Print ISSN : 2395-6011, Online ISSN : 2395-602X, Volume 10, Issue 4, pp.157-167, July-August-2023.
Journal URL : https://ijsrst.com/IJSRST523103188
Citation Detection and Elimination     |      | |
  • T. Han et al., "Large-Scale Antenna Systems with Hybrid Analog and Digital Beamforming for Millimeter Wave 5G." IEEE Communications Magazine, vol. 53, no. 1, 2015.
  • Z. Ding et al., "Application of Non-Orthogonal Multiple Access in LTE and 5G Networks." IEEE Communications Magazine, vol. 55, no. 2, 2017.
  • Y. Deng et al., "NOMA-Based Multi-Relay Cooperative Communications in 5G Systems." IEEE Access, vol. 5, 2017.
  • L. Lei et al., "NOMA-Based Cooperative Transmission for 5G Heterogeneous Networks." IEEE Transactions on Vehicular Technology, vol. 66, no. 7, 2017.
  • Lent CS, Taugaw PD, Porod W, et al . Quantum cellular automata. Nanotechnology (IOPScience), 1993, 4 (1): 49-57. https://doi.org/10.1088/0957-4484/4/1/004
  • Lent CS and Tougaw PD. A device architecture for com- puting with quantum dots. Proceedings of the IEEE, 1997, 85 (4): 541-557. https://doi.org/10.1109/5.573740
  • Orlov AO, Amlani I, Bernstein GH, et al . Realization of a functional cell for quantum-dot cellular automata. Science, 1997, 277 (5328): 928-930. https://doi.org/10.1126/science.277.5328.928
  • Amlani I, Orlov AO, Kummamuru RK, et al . Experimental demonstration of a leadless quantum-dot cellular automata cell. Applied Physics Letters, 2000, 77 (5): 738-740. https://doi.org/10.1063/1.127103
  • Zhang R, Walus K, Wang W, et al . A method of majority logic reduction for quantum cellular automata. IEEE Trans actions on Nanotechnology, 2004, 3 (4): 443-450. https://doi.org/10.1109/TNANO.2004.834177
  • Navi K, Sayedsalehi S, Farazkish R, et al . Five-input majority gate, a new device for quantum-dot cellular automata. Journal of Computational & Theoretical Nanoscience, 2010, 7 (8): 1-8. https://doi.org/10.1166/jctn.2010.1517
  • Tougaw PD and Lent CS. Logical devices implemented using quantum cellular automata. Journal of Applied Physics, 1994, 75 (3): 1818-1825. https://doi.org/10.1063/1.356375
  • Mohammadi M, Mohammadi M and Gorgin S. An efficient design of full adder in quantum-dot cellular automata (qca) technology. Microelectronics Journal, 2016, 50 (16): 35-43. https://doi.org/10.1016/j.mejo.2016.02.004.
  • Azghadi MR, Kavehei O and Navi K. A novel design for quantum-dot cellular automata cells and full adders. Journal of Applied Sciences, 2007, 7 (22): 3460-3468. https://doi.org/10.3923/jas.2007.3460.3468
  • Labrado C and Thapliyal H. Design of adder and subtractor circuits in majority logic-based field-coupled qca nanocom puting. Electronics Letters, 2016, 52 (6): 464-466. https://doi.org/10.1049/el.2015.3834
  • Hashemi S, Tehrani MA and Navi K. An efficient quantum dot cellular automata full-adder. Scientific Research & Es says, 2012,7 (2): 177-189.
  • Navi K, Farazkish R, Sayedsalehi S, et al . A new quantum dot cellular automata full-adder. Microelectronics Journal, 2010, 41 (12): 820-826. https://doi.org/10.1016/j.mejo.2010.07.003
  • Cho H and Swartzlander EE. Adder and Multiplier Design in Quantum-Dot Cellular Automata. IEEE Transactions on Computers, 2009,58 (6): 721-727. https://doi.org/10.1109/TC.2009.21 Advances in Computers and Electronics c © 2020 by SyncSci Publishing . All rights reserved.
  • Oya, T.; Asai, T.; Fukui, T.; Amemiya, Y. A majority-logic nanodevice using a balanced pair of single-electron boxes. J. Nanosci. Nanotechnol. 2002, 2, 333–342
  • Fahmy, H.A.H.; Kiehl, R.A. Complete logic family using tunneling-phase-logic devices. In Proceedings of the Eleventh International Conference on Microelectronics, ICM ’99, Safat, Kuwait, 22–24 November 1999; pp. 153–156
  • Zahoor, F.; Hussin, F.A.; Khanday, F.A.; Ahmad, M.R.; MohdNawi, I.; Ooi, C.Y.; Rokhani, F.Z. Carbon nanotube field effect transistor (cntfet) and resistive random access memory (rram) based ternary combinational logic circuits. Electronics 2021, 10, 79
  • N Sudhakar Reddy, Naveen Kilari, N.P. Dharani, S Ashok Kumar, “Analysis of slotted matching antenna for millimeter wave applications”, Alexandria Engineering Journal,Volume 64,2023, Pages 237-243, ISSN 1110-0168, https://doi.org/10.1016/j.aej.2022.08.028.
    • " target="_blank"> BibTeX     |
  • T. Han et al., "Large-Scale Antenna Systems with Hybrid Analog and Digital Beamforming for Millimeter Wave 5G." IEEE Communications Magazine, vol. 53, no. 1, 2015.
  • Z. Ding et al., "Application of Non-Orthogonal Multiple Access in LTE and 5G Networks." IEEE Communications Magazine, vol. 55, no. 2, 2017.
  • Y. Deng et al., "NOMA-Based Multi-Relay Cooperative Communications in 5G Systems." IEEE Access, vol. 5, 2017.
  • L. Lei et al., "NOMA-Based Cooperative Transmission for 5G Heterogeneous Networks." IEEE Transactions on Vehicular Technology, vol. 66, no. 7, 2017.
  • Lent CS, Taugaw PD, Porod W, et al . Quantum cellular automata. Nanotechnology (IOPScience), 1993, 4 (1): 49-57. https://doi.org/10.1088/0957-4484/4/1/004
  • Lent CS and Tougaw PD. A device architecture for com- puting with quantum dots. Proceedings of the IEEE, 1997, 85 (4): 541-557. https://doi.org/10.1109/5.573740
  • Orlov AO, Amlani I, Bernstein GH, et al . Realization of a functional cell for quantum-dot cellular automata. Science, 1997, 277 (5328): 928-930. https://doi.org/10.1126/science.277.5328.928
  • Amlani I, Orlov AO, Kummamuru RK, et al . Experimental demonstration of a leadless quantum-dot cellular automata cell. Applied Physics Letters, 2000, 77 (5): 738-740. https://doi.org/10.1063/1.127103
  • Zhang R, Walus K, Wang W, et al . A method of majority logic reduction for quantum cellular automata. IEEE Trans actions on Nanotechnology, 2004, 3 (4): 443-450. https://doi.org/10.1109/TNANO.2004.834177
  • Navi K, Sayedsalehi S, Farazkish R, et al . Five-input majority gate, a new device for quantum-dot cellular automata. Journal of Computational & Theoretical Nanoscience, 2010, 7 (8): 1-8. https://doi.org/10.1166/jctn.2010.1517
  • Tougaw PD and Lent CS. Logical devices implemented using quantum cellular automata. Journal of Applied Physics, 1994, 75 (3): 1818-1825. https://doi.org/10.1063/1.356375
  • Mohammadi M, Mohammadi M and Gorgin S. An efficient design of full adder in quantum-dot cellular automata (qca) technology. Microelectronics Journal, 2016, 50 (16): 35-43. https://doi.org/10.1016/j.mejo.2016.02.004.
  • Azghadi MR, Kavehei O and Navi K. A novel design for quantum-dot cellular automata cells and full adders. Journal of Applied Sciences, 2007, 7 (22): 3460-3468. https://doi.org/10.3923/jas.2007.3460.3468
  • Labrado C and Thapliyal H. Design of adder and subtractor circuits in majority logic-based field-coupled qca nanocom puting. Electronics Letters, 2016, 52 (6): 464-466. https://doi.org/10.1049/el.2015.3834
  • Hashemi S, Tehrani MA and Navi K. An efficient quantum dot cellular automata full-adder. Scientific Research & Es says, 2012,7 (2): 177-189.
  • Navi K, Farazkish R, Sayedsalehi S, et al . A new quantum dot cellular automata full-adder. Microelectronics Journal, 2010, 41 (12): 820-826. https://doi.org/10.1016/j.mejo.2010.07.003
  • Cho H and Swartzlander EE. Adder and Multiplier Design in Quantum-Dot Cellular Automata. IEEE Transactions on Computers, 2009,58 (6): 721-727. https://doi.org/10.1109/TC.2009.21 Advances in Computers and Electronics c © 2020 by SyncSci Publishing . All rights reserved.
  • Oya, T.; Asai, T.; Fukui, T.; Amemiya, Y. A majority-logic nanodevice using a balanced pair of single-electron boxes. J. Nanosci. Nanotechnol. 2002, 2, 333–342
  • Fahmy, H.A.H.; Kiehl, R.A. Complete logic family using tunneling-phase-logic devices. In Proceedings of the Eleventh International Conference on Microelectronics, ICM ’99, Safat, Kuwait, 22–24 November 1999; pp. 153–156
  • Zahoor, F.; Hussin, F.A.; Khanday, F.A.; Ahmad, M.R.; MohdNawi, I.; Ooi, C.Y.; Rokhani, F.Z. Carbon nanotube field effect transistor (cntfet) and resistive random access memory (rram) based ternary combinational logic circuits. Electronics 2021, 10, 79
  • N Sudhakar Reddy, Naveen Kilari, N.P. Dharani, S Ashok Kumar, “Analysis of slotted matching antenna for millimeter wave applications”, Alexandria Engineering Journal,Volume 64,2023, Pages 237-243, ISSN 1110-0168, https://doi.org/10.1016/j.aej.2022.08.028.
    • " target="_blank">RIS     |
  • T. Han et al., "Large-Scale Antenna Systems with Hybrid Analog and Digital Beamforming for Millimeter Wave 5G." IEEE Communications Magazine, vol. 53, no. 1, 2015.
  • Z. Ding et al., "Application of Non-Orthogonal Multiple Access in LTE and 5G Networks." IEEE Communications Magazine, vol. 55, no. 2, 2017.
  • Y. Deng et al., "NOMA-Based Multi-Relay Cooperative Communications in 5G Systems." IEEE Access, vol. 5, 2017.
  • L. Lei et al., "NOMA-Based Cooperative Transmission for 5G Heterogeneous Networks." IEEE Transactions on Vehicular Technology, vol. 66, no. 7, 2017.
  • Lent CS, Taugaw PD, Porod W, et al . Quantum cellular automata. Nanotechnology (IOPScience), 1993, 4 (1): 49-57. https://doi.org/10.1088/0957-4484/4/1/004
  • Lent CS and Tougaw PD. A device architecture for com- puting with quantum dots. Proceedings of the IEEE, 1997, 85 (4): 541-557. https://doi.org/10.1109/5.573740
  • Orlov AO, Amlani I, Bernstein GH, et al . Realization of a functional cell for quantum-dot cellular automata. Science, 1997, 277 (5328): 928-930. https://doi.org/10.1126/science.277.5328.928
  • Amlani I, Orlov AO, Kummamuru RK, et al . Experimental demonstration of a leadless quantum-dot cellular automata cell. Applied Physics Letters, 2000, 77 (5): 738-740. https://doi.org/10.1063/1.127103
  • Zhang R, Walus K, Wang W, et al . A method of majority logic reduction for quantum cellular automata. IEEE Trans actions on Nanotechnology, 2004, 3 (4): 443-450. https://doi.org/10.1109/TNANO.2004.834177
  • Navi K, Sayedsalehi S, Farazkish R, et al . Five-input majority gate, a new device for quantum-dot cellular automata. Journal of Computational & Theoretical Nanoscience, 2010, 7 (8): 1-8. https://doi.org/10.1166/jctn.2010.1517
  • Tougaw PD and Lent CS. Logical devices implemented using quantum cellular automata. Journal of Applied Physics, 1994, 75 (3): 1818-1825. https://doi.org/10.1063/1.356375
  • Mohammadi M, Mohammadi M and Gorgin S. An efficient design of full adder in quantum-dot cellular automata (qca) technology. Microelectronics Journal, 2016, 50 (16): 35-43. https://doi.org/10.1016/j.mejo.2016.02.004.
  • Azghadi MR, Kavehei O and Navi K. A novel design for quantum-dot cellular automata cells and full adders. Journal of Applied Sciences, 2007, 7 (22): 3460-3468. https://doi.org/10.3923/jas.2007.3460.3468
  • Labrado C and Thapliyal H. Design of adder and subtractor circuits in majority logic-based field-coupled qca nanocom puting. Electronics Letters, 2016, 52 (6): 464-466. https://doi.org/10.1049/el.2015.3834
  • Hashemi S, Tehrani MA and Navi K. An efficient quantum dot cellular automata full-adder. Scientific Research & Es says, 2012,7 (2): 177-189.
  • Navi K, Farazkish R, Sayedsalehi S, et al . A new quantum dot cellular automata full-adder. Microelectronics Journal, 2010, 41 (12): 820-826. https://doi.org/10.1016/j.mejo.2010.07.003
  • Cho H and Swartzlander EE. Adder and Multiplier Design in Quantum-Dot Cellular Automata. IEEE Transactions on Computers, 2009,58 (6): 721-727. https://doi.org/10.1109/TC.2009.21 Advances in Computers and Electronics c © 2020 by SyncSci Publishing . All rights reserved.
  • Oya, T.; Asai, T.; Fukui, T.; Amemiya, Y. A majority-logic nanodevice using a balanced pair of single-electron boxes. J. Nanosci. Nanotechnol. 2002, 2, 333–342
  • Fahmy, H.A.H.; Kiehl, R.A. Complete logic family using tunneling-phase-logic devices. In Proceedings of the Eleventh International Conference on Microelectronics, ICM ’99, Safat, Kuwait, 22–24 November 1999; pp. 153–156
  • Zahoor, F.; Hussin, F.A.; Khanday, F.A.; Ahmad, M.R.; MohdNawi, I.; Ooi, C.Y.; Rokhani, F.Z. Carbon nanotube field effect transistor (cntfet) and resistive random access memory (rram) based ternary combinational logic circuits. Electronics 2021, 10, 79
  • N Sudhakar Reddy, Naveen Kilari, N.P. Dharani, S Ashok Kumar, “Analysis of slotted matching antenna for millimeter wave applications”, Alexandria Engineering Journal,Volume 64,2023, Pages 237-243, ISSN 1110-0168, https://doi.org/10.1016/j.aej.2022.08.028.
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