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Successful Transmission Probability and SIR Meta Distribution Analysis for Multi-Antenna Cache-Enabled Networks with Interference Nulling

Published 3 Mar 2024 in cs.IT and math.IT | (2403.01394v1)

Abstract: This paper investigates a multi-antenna cache-enabled network with interference nulling (IN) employed at base stations. Two IN schemes, namely, the fixed IN scheme and the flexible IN scheme are considered to improve the received signal-to-interference ratio (SIR) at users. To thoroughly explore the effects of the caching parameter and the IN parameters on the network performance, we focus on the analysis of not only the successful transmission probability (STP) but the SIR meta distribution. For each IN scheme, the expression for the STP is derived and an approximated expression for the SIR meta distribution is also obtained by deriving the first and second moments of an upper bound of the link reliability and utilizing the beta distribution. With this analytical framework, we compare the performance of these two IN schemes and gain some useful system design guidelines from the perspectives of the STP and the SIR meta distribution by numerical simulations.

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References (36)
  1. K. Shanmugam, N. Golrezaei, A. G. Dimakis, A. F. Molisch, and G. Caire, “FemtoCaching: Wireless content delivery through distributed caching helpers,” IEEE Trans. Inf. Theory, vol. 59, no. 12, pp. 8402–8413, Dec. 2013.
  2. Q. Li, W. Shi, X. Ge, and Z. Niu, “Cooperative edge caching in software-defined hyper-cellular networks,” IEEE J. Sel. Areas Commun., vol. 35, no. 11, pp. 2596–2605, Nov. 2017.
  3. D. Liu, B. Chen, C. Yang, and A. F. Molisch, “Caching at the wireless edge: Design aspects, challenges, and future directions,” IEEE Commun. Mag., vol. 54, no. 9, pp. 22–28, Sep. 2016.
  4. S. Kuang, X. Liu, and N. Liu, “Analysis and optimization of random caching in $K$-tier multi-antenna multi-user HetNets,” IEEE Trans. Commun., vol. 67, no. 8, pp. 5721–5735, Aug. 2019.
  5. S. Kuang and N. Liu, “Analysis and optimization of random caching in multi-antenna small-cell networks with limited backhaul,” IEEE Trans. Veh. Technol., vol. 68, no. 8, pp. 7789–7803, Aug. 2019.
  6. D. Jiang and Y. Cui, “Enhancing performance of random caching in large-scale wireless networks with multiple receive antennas,” IEEE Trans. Wireless Commun., vol. 18, no. 4, pp. 2051–2065, Apr. 2019.
  7. X. Xu and M. Tao, “Modeling, analysis, and optimization of caching in multi-antenna small-cell networks,” IEEE Trans. Wireless Commun., vol. 18, no. 11, pp. 5454–5469, Nov. 2019.
  8. K. Zhi, G. Chen, L. Qiu, X. Liang, and C. Ren, “Analysis and optimization of random cache in multi-antenna HetNets with interference nulling,” in 2019 IEEE Glob. Commun. Conf., Dec. 2019, pp. 1–6.
  9. W. Liu, L. Li, L. Jiao, H. Dai, and G. Zheng, “Joint interference alignment and probabilistic caching in MIMO small-cell networks,” IEEE Trans. Veh. Technol., vol. 70, no. 9, pp. 9400–9407, Sep. 2021.
  10. T. Feng, X. Gu, and B. Liang, “Random caching design for multi-user multi-antenna HetNets with interference nulling,” arXiv:2201.11879, Jan. 2022. [Online]. Available: http://arxiv.org/abs/2201.11879
  11. M. Haenggi, “The meta distribution of the SIR in Poisson bipolar and cellular networks,” IEEE Trans. Wireless Commun., vol. 15, no. 4, pp. 2577–2589, Apr. 2016.
  12. S. H. Chae, T. Q. S. Quek, and W. Choi, “Content placement for wireless cooperative caching helpers: A tradeoff between cooperative gain and content diversity gain,” IEEE Trans. Wireless Commun., vol. 16, no. 10, pp. 6795–6807, Oct. 2017.
  13. W. Wen, Y. Cui, F.-C. Zheng, S. Jin, and Y. Jiang, “Random caching based cooperative transmission in heterogeneous wireless networks,” IEEE Trans. Commun., vol. 66, no. 7, pp. 2809–2825, Jul. 2018.
  14. T. Feng, S. Shi, C. Wu, and X. Gu, “Location-aware cross-tier cooperation in cache-enabled heterogeneous networks,” in 2021 Int. Wirel. Commun. Mob. Comput., Jun. 2021, pp. 1748–1753.
  15. Q. Cui, X. Yu, Y. Wang, and M. Haenggi, “The SIR meta distribution in Poisson cellular networks with base station cooperation,” IEEE Trans. Commun., vol. 66, no. 3, pp. 1234–1249, Mar. 2018.
  16. K. Feng and M. Haenggi, “A location-dependent base station cooperation scheme for cellular networks,” IEEE Trans. Commun., vol. 67, no. 9, pp. 6415–6426, Sep. 2019.
  17. N. Deng and M. Haenggi, “SINR and rate meta distributions for HCNs with joint spectrum allocation and offloading,” IEEE Trans. Commun., vol. 67, no. 5, pp. 3709–3722, May 2019.
  18. Y. Wang, M. Haenggi, and Z. Tan, “SIR meta distribution of $K$ -tier downlink heterogeneous cellular networks with cell range expansion,” IEEE Trans. Commun., vol. 67, no. 4, pp. 3069–3081, Apr. 2019.
  19. S. S. Kalamkar and M. Haenggi, “Simple approximations of the SIR meta distribution in general cellular networks,” IEEE Trans. Commun., vol. 67, no. 6, pp. 4393–4406, Jun. 2019.
  20. M. Salehi, A. Mohammadi, and M. Haenggi, “Analysis of D2D underlaid cellular networks: SIR meta distribution and mean local delay,” IEEE Trans. Commun., vol. 65, no. 7, pp. 2904–2916, Jul. 2017.
  21. N. Deng and M. Haenggi, “A fine-grained analysis of millimeter-wave device-to-device networks,” IEEE Trans. Commun., vol. 65, no. 11, pp. 4940–4954, Nov. 2017.
  22. M. Salehi, H. Tabassum, and E. Hossain, “Meta distribution of SIR in large-scale uplink and downlink NOMA networks,” IEEE Trans. Commun., vol. 67, no. 4, pp. 3009–3025, Apr. 2019.
  23. L. Yang, F.-C. Zheng, Y. Zhong, S. Jin, and A. G. Burr, “On the SIR meta distribution for cache-enabled wireless networks with random discontinuous transmission: Analysis and optimization,” IEEE Trans. Wireless Commun., vol. 1276, To be published, 2022. [Online]. Available: https://ieeexplore.ieee.org/document/9705213/
  24. Y. Wang, Q. Cui, M. Haenggi, and Z. Tan, “On the SIR meta distribution for Poisson networks with interference cancellation,” IEEE Wirel. Commun. Lett., vol. 7, no. 1, pp. 26–29, Feb. 2018.
  25. N. Garg, M. Sellathurai, V. Bhatia, B. N. Bharath, and T. Ratnarajah, “Online content popularity prediction and learning in wireless edge caching,” IEEE Trans. Commun., vol. 68, no. 2, pp. 1087–1100, Feb. 2020.
  26. Y. Jiang, M. Ma, M. Bennis, F.-C. Zheng, and X. You, “User preference learning-based edge caching for fog radio access network,” IEEE Trans. Commun., vol. 67, no. 2, pp. 1268–1283, Feb. 2019.
  27. E. Baştug, M. Bennis, M. Kountouris, and M. Debbah, “Cache-enabled small cell networks: modeling and tradeoffs,” EURASIP J. Wirel. Commun. Netw., vol. 2015, no. 1, pp. 1–11, Dec. 2015.
  28. S. Tamoor-ul Hassan, M. Bennis, P. H. J. Nardelli, and M. Latva-Aho, “Modeling and analysis of content caching in wireless small cell networks,” in ISWCS, Aug. 2015, pp. 765–769.
  29. Y. Cui, D. Jiang, and Y. Wu, “Analysis and optimization of caching and multicasting in large-scale cache-enabled wireless networks,” IEEE Trans. Wireless Commun., vol. 15, no. 7, pp. 5101–5112, Jul. 2016.
  30. J. Wen, K. Huang, S. Yang, and V. O. K. Li, “Cache-enabled heterogeneous cellular networks: Optimal tier-level content placement,” IEEE Trans. Wireless Commun., vol. 16, no. 9, pp. 5939–5952, Sep. 2017.
  31. H. S. Dhillon, M. Kountouris, and J. G. Andrews, “Downlink MIMO HetNets: Modeling, ordering results and performance analysis,” IEEE Trans. Wireless Commun., vol. 12, no. 10, pp. 5208–5222, Oct. 2013.
  32. C. Li, J. Zhang, M. Haenggi, and K. B. Letaief, “User-centric intercell interference nulling for downlink small cell networks,” IEEE Trans. Commun., vol. 63, no. 4, pp. 1419–1431, Apr. 2015.
  33. K. Hosseini, C. Zhu, A. A. Khan, R. S. Adve, and W. Yu, “Optimizing the MIMO cellular downlink: Multiplexing, diversity, or interference nulling?” IEEE Trans. Commun., vol. 66, no. 12, pp. 6068–6080, Dec. 2018.
  34. Y. Cui, Y. Wu, D. Jiang, and B. Clerckx, “User-centric interference nulling in downlink multi-antenna heterogeneous networks,” IEEE Trans. Wireless Commun., vol. 15, no. 11, pp. 7484–7500, Nov. 2016.
  35. J. Gil-Pelaez, “Note on the inversion theorem,” Biometrika, vol. 38, no. 3-4, pp. 481–482, Jul. 1951.
  36. C. Li, J. Zhang, and K. B. Letaief, “Throughput and energy efficiency analysis of small cell networks with multi-antenna base stations,” IEEE Trans. Wireless Commun., vol. 13, no. 5, pp. 2505–2517, May 2014.
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