Papers
Topics
Authors
Recent
Search
2000 character limit reached

Performance Analysis of RIS-Assisted Spectrum Sharing Systems

Published 21 Apr 2024 in cs.IT, eess.SP, and math.IT | (2404.13494v1)

Abstract: We propose a reconfigurable intelligent surface (RIS)-assisted underlay spectrum sharing system, in which a RIS-assisted secondary network shares the spectrum licensed for a primary network. The secondary network consists of a secondary source (SS), an RIS, and a secondary destination (SD), operating in a Rician fading environment. We study the performance of the secondary network while considering a peak power constraint at the SS and an interference power constraint at the primary receiver (PR). Initially, we characterize the statistics of the signal-to-noise ratio (SNR) of the RIS-assisted secondary network by deriving novel analytical expressions for the cumulative distribution function (CDF) and probability density function (PDF) in terms of the incomplete H-function. Building upon the SNR statistics, we analyze the outage probability, ergodic capacity, and average bit error rate, subsequently deriving novel exact expressions for these performance measures. Furthermore, we obtain novel asymptotic expressions for the performance measures of interest when the peak power of the SS is high. Finally, we conduct exhaustive Monte-Carlo simulations to confirm the correctness of our theoretical analysis.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (44)
  1. F. Boccardi, R. W. Heath, A. Lozano, T. L. Marzetta, and P. Popovski, “Five disruptive technology directions for 5g,” IEEE Communications Magazine, vol. 52, no. 2, pp. 74–80, 2014.
  2. S. Dang, O. Amin, B. Shihada, and M.-S. Alouini, “What should 6g be?” Nature Electronics, vol. 3, no. 1, pp. 20–29, 2020.
  3. K. B. Letaief, W. Chen, Y. Shi, J. Zhang, and Y.-J. A. Zhang, “The roadmap to 6g: Ai empowered wireless networks,” IEEE Communications Magazine, vol. 57, no. 8, pp. 84–90, 2019.
  4. E. Basar, “Transmission through large intelligent surfaces: A new frontier in wireless communications,” in 2019 European Conference on Networks and Communications (EuCNC), 2019, pp. 112–117.
  5. M. D. Renzo, M. Debbah, D.-T. Phan-Huy, A. Zappone, M.-S. Alouini, C. Yuen, V. Sciancalepore, G. C. Alexandropoulos, J. Hoydis, H. Gacanin et al., “Smart radio environments empowered by reconfigurable ai meta-surfaces: An idea whose time has come,” EURASIP Journal on Wireless Communications and Networking, vol. 2019, no. 1, pp. 1–20, 2019.
  6. C. Liaskos, S. Nie, A. Tsioliaridou, A. Pitsillides, S. Ioannidis, and I. Akyildiz, “A new wireless communication paradigm through software-controlled metasurfaces,” IEEE Communications Magazine, vol. 56, no. 9, pp. 162–169, 2018.
  7. G. Lavigne, K. Achouri, V. S. Asadchy, S. A. Tretyakov, and C. Caloz, “Susceptibility derivation and experimental demonstration of refracting metasurfaces without spurious diffraction,” IEEE Transactions on Antennas and Propagation, vol. 66, no. 3, pp. 1321–1330, 2018.
  8. C. Liaskos, S. Nie, A. Tsioliaridou, A. Pitsillides, S. Ioannidis, and I. Akyildiz, “Realizing wireless communication through software-defined hypersurface environments,” in 2018 IEEE 19th International Symposium on ”A World of Wireless, Mobile and Multimedia Networks” (WoWMoM), 2018, pp. 14–15.
  9. F. Liu, A. Pitilakis, M. S. Mirmoosa, O. Tsilipakos, X. Wang, A. C. Tasolamprou, S. Abadal, A. Cabellos-Aparicio, E. Alarcón, C. Liaskos, N. V. Kantartzis, M. Kafesaki, E. N. Economou, C. M. Soukoulis, and S. Tretyakov, “Programmable metasurfaces: State of the art and prospects,” in 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, pp. 1–5.
  10. E. Basar, M. Di Renzo, J. De Rosny, M. Debbah, M.-S. Alouini, and R. Zhang, “Wireless communications through reconfigurable intelligent surfaces,” IEEE Access, vol. 7, pp. 116 753–116 773, 2019.
  11. L. Yang, F. Meng, Q. Wu, D. B. da Costa, and M.-S. Alouini, “Accurate closed-form approximations to channel distributions of ris-aided wireless systems,” IEEE Wireless Communications Letters, vol. 9, no. 11, pp. 1985–1989, 2020.
  12. I. Trigui, W. Ajib, W.-P. Zhu, and M. D. Renzo, “Performance evaluation and diversity analysis of ris-assisted communications over generalized fading channels in the presence of phase noise,” IEEE Open Journal of the Communications Society, vol. 3, pp. 593–607, 2022.
  13. A.-A. A. Boulogeorgos and A. Alexiou, “Performance analysis of reconfigurable intelligent surface-assisted wireless systems and comparison with relaying,” IEEE Access, vol. 8, pp. 94 463–94 483, 2020.
  14. T. Wang, G. Chen, M.-A. Badiu, and J. P. Coon, “Performance analysis of RIS-assisted large-scale wireless networks using stochastic geometry,” IEEE Transactions on Wireless Communications, pp. 1–1, 2023.
  15. Q. Tao, J. Wang, and C. Zhong, “Performance analysis of intelligent reflecting surface aided communication systems,” IEEE Communications Letters, vol. 24, no. 11, pp. 2464–2468, 2020.
  16. I. Yildirim, A. Uyrus, and E. Basar, “Modeling and analysis of reconfigurable intelligent surfaces for indoor and outdoor applications in future wireless networks,” IEEE Transactions on Communications, vol. 69, no. 2, pp. 1290–1301, 2021.
  17. A. M. Salhab and M. H. Samuh, “Accurate performance analysis of reconfigurable intelligent surfaces over rician fading channels,” IEEE Wireless Communications Letters, vol. 10, no. 5, pp. 1051–1055, 2021.
  18. P. Xu, W. Niu, G. Chen, Y. Li, and Y. Li, “Performance analysis of ris-assisted systems with statistical channel state information,” IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 1089–1094, 2022.
  19. T. Bao, H. Wang, H.-C. Yang, W.-J. Wang, and M. O. Hasna, “Performance analysis of ris-aided communication systems over the sum of cascaded rician fading with imperfect csi,” in 2022 IEEE Wireless Communications and Networking Conference (WCNC), 2022, pp. 399–404.
  20. S. Hu, Z. Wei, Y. Cai, C. Liu, D. W. K. Ng, and J. Yuan, “Robust and secure sum-rate maximization for multiuser MISO downlink systems with self-sustainable IRS,” IEEE Transactions on Communications, vol. 69, no. 10, pp. 7032–7049, 2021.
  21. Y.-W. Chen, R. Zhang, C.-W. Hsu, and G.-K. Chang, “Key enabling technologies for the post-5g era: Fully adaptive, all-spectra coordinated radio access network with function decoupling,” IEEE Communications Magazine, vol. 58, no. 9, pp. 60–66, 2020.
  22. H. Van Toan and V. N. Q. Bao, “Performance analysis of cognitive two-way networks with interference from primary user over nakagami-m fading channels,” Journal of Science and Technology: Issue on Information and Communications Technology, vol. 3, no. 1, pp. 29–37, 2017.
  23. A. Rezaee and V. W. S. Chan, “Cognitive network management and control with significantly reduced state sensing,” IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 3, pp. 783–794, 2019.
  24. A. Goldsmith, S. A. Jafar, I. Maric, and S. Srinivasa, “Breaking spectrum gridlock with cognitive radios: An information theoretic perspective,” Proceedings of the IEEE, vol. 97, no. 5, pp. 894–914, 2009.
  25. L. Zhang, Y. Wang, W. Tao, Z. Jia, T. Song, and C. Pan, “Intelligent reflecting surface aided mimo cognitive radio systems,” IEEE Transactions on Vehicular Technology, vol. 69, no. 10, pp. 11 445–11 457, 2020.
  26. J. Yuan, Y.-C. Liang, J. Joung, G. Feng, and E. G. Larsson, “Intelligent reflecting surface-assisted cognitive radio system,” IEEE Transactions on Communications, vol. 69, no. 1, pp. 675–687, 2021.
  27. N. D. Nguyen, A.-T. Le, and M. Munochiveyi, “Secrecy outage probability of reconfigurable intelligent surface-aided cooperative underlay cognitive radio network communications,” in 2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS), 2021, pp. 73–77.
  28. L. Dong, H.-M. Wang, and H. Xiao, “Secure cognitive radio communication via intelligent reflecting surface,” IEEE Transactions on Communications, vol. 69, no. 7, pp. 4678–4690, 2021.
  29. D. Xu, X. Yu, Y. Sun, D. W. K. Ng, and R. Schober, “Resource allocation for irs-assisted full-duplex cognitive radio systems,” IEEE Transactions on Communications, vol. 68, no. 12, pp. 7376–7394, 2020.
  30. A. U. Makarfi, R. Kharel, K. M. Rabie, O. Kaiwartya, X. Li, and D.-T. Do, “Reconfigurable intelligent surfaces based cognitive radio networks,” in 2021 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2021, pp. 1–6.
  31. L. Zhang, C. Pan, Y. Wang, H. Ren, and K. Wang, “Robust beamforming design for intelligent reflecting surface aided cognitive radio systems with imperfect cascaded csi,” IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 1, pp. 186–201, 2022.
  32. K. Guo, R. Liu, M. Alazab, R. H. Jhaveri, X. Li, and M. Zhu, “STAR-RIS-empowered cognitive non-terrestrial vehicle network with noma,” IEEE Transactions on Intelligent Vehicles, pp. 1–15, 2023.
  33. P. Yang, L. Yang, W. Kuang, and S. Wang, “Outage performance of cognitive radio networks with a coverage-limited RIS for interference elimination,” IEEE Wireless Communications Letters, vol. 11, no. 8, pp. 1694–1698, 2022.
  34. S. Ghose, D. Mishra, S. P. Maity, and G. C. Alexandropoulos, “Ris reflection and placement optimisation for underlay d2d communications in cognitive cellular networks,” in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, pp. 1–5.
  35. Y. H. Al-Badarneh, A. Elzanaty, and M.-S. Alouini, “On the performance of spectrum-sharing backscatter communication systems,” IEEE Internet of Things Journal, vol. 9, no. 3, pp. 1951–1961, 2022.
  36. Z. Ding and H. Vincent Poor, “A simple design of IRS-NOMA transmission,” IEEE Communications Letters, vol. 24, no. 5, pp. 1119–1123, 2020.
  37. S. Atapattu, R. Fan, P. Dharmawansa, G. Wang, J. Evans, and T. A. Tsiftsis, “Reconfigurable intelligent surface assisted two–way communications: Performance analysis and optimization,” IEEE Transactions on Communications, vol. 68, no. 10, pp. 6552–6567, 2020.
  38. T. W. Ban, W. Choi, B. C. Jung, and D. K. Sung, “Multi-user diversity in a spectrum sharing system,” IEEE Transactions on Wireless Communications, vol. 8, no. 1, pp. 102–106, 2009.
  39. L. Wei, C. Huang, G. C. Alexandropoulos, C. Yuen, Z. Zhang, and M. Debbah, “Channel estimation for RIS-empowered multi-user MISO wireless communications,” IEEE Transactions on Communications, vol. 69, no. 6, pp. 4144–4157, 2021.
  40. Y. Xu, H. Chu, and P. Xu, “Joint channel estimation and passive beamforming for reconfigurable intelligent surface aided multi-user massive MIMO system,” in 2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2021, pp. 1–3.
  41. H. Srivastava, R. Saxena, and R. Parmar, “Some families of the incomplete H-functions and the incomplete H-functions and associated integral transforms and operators of fractional calculus with applications,” Russian Journal of Mathematical Physics, vol. 25, no. 1, pp. 116–138, 2018.
  42. I. S. Ansari, S. Al-Ahmadi, F. Yilmaz, M.-S. Alouini, and H. Yanikomeroglu, “A new formula for the BER of binary modulations with dual-branch selection over generalized-k composite fading channels,” IEEE Transactions on Communications, vol. 59, no. 10, pp. 2654–2658, 2011.
  43. S. Meena, S. Bhatter, K. Jangid, and S. D. Purohit, “Some expansion formulas for incomplete h-and h-functions involving bessel functions,” Advances in Difference Equations, vol. 2020, no. 1, p. 562, 2020.
  44. A. Prudnikov, Y. Brychkov, and O. Marichev, “Integrals series: More special functions, volume III of integrals and series,” New York: Gordon and Breach Science Publishers, 1990.
Citations (1)
View on Semantic Scholar

Summary

No one has generated a summary of this paper yet.

Sign Up to Summarize

Paper to Video (Beta)

No one has generated a video about this paper yet.

Sign Up to Generate All Videos Subscribe on YouTube

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Sign Up to Generate

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Generate Now

Continue Learning

We haven't generated follow-up questions for this paper yet.

Generate Now

Collections

Sign up for free to add this paper to one or more collections.

Sign Up