간섭정렬 기술동향 및 셀룰라 시스템 응용

  • Published : 2014.07.31

Abstract

본고에서는 최근 학계 및 산업계에서 활발히 연구되고 있는 간섭정렬 기술동향에 대해 소개한다. 특히 Signal Space 간섭정렬, Signal Scale 간섭정렬, Ergodic 간섭정렬의 기본 개념과 장단점 및 응용분야를 정리하였다. 또한 셀룰라 무선망에서의 간섭정렬에 대해 소개한다. 크게 단일안테나 환경과 다중안테나 환경에서의 간섭정렬로 나뉠 수 있으며, 각각의 경우에 대해 기술동향 및 주요 연구결과를 정리하였다. 마지막으로 최근 Reverse TDD, 즉 상향링크와 하향링크가 공존하는 환경에서의 간섭정렬을 통해 다중안테나 셀룰라 무선망의 자유도를 획기적으로 개선 할 수 있는 연구결과를 소개한다.

Keywords

References

  1. G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless Personal Commun., vol. 6, pp. 311-335, Mar. 1998. https://doi.org/10.1023/A:1008889222784
  2. I. E. Telatar, "Capacity of multi-antenna Gaussian channels," European Trans. on Telecommun., vol. 10, pp. 585-595, Nov. 1999. https://doi.org/10.1002/ett.4460100604
  3. G. Caire and S. Shamai (Shitz), "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, pp. 1691-1706, Jul. 2003. https://doi.org/10.1109/TIT.2003.813523
  4. S. Vishwanath, N. Jindal, and A. J. Goldsmith, "Duality, achievable rates, and sum-rate capacity of Gaussian MIMO broadcast channels," IEEE Trans. Inf. Theory, vol. 49, pp. 2658-2668, Oct. 2003. https://doi.org/10.1109/TIT.2003.817421
  5. P. Viswanath and D. N. C. Tse, "Sum capacity of the vector Gaussian broadcast channel and uplinkdownlink duality," IEEE Trans. Inf. Theory, vol. 49, pp. 1912-1921, Aug. 2003. https://doi.org/10.1109/TIT.2003.814483
  6. S.-W. Jeon and S.-Y. Chung, "Capacity scaling of single-source multiantenna wireless networks withput CSIT," IEEE Trans. Inf. Theory, vol. 58, pp. 6405-6420, Oct. 2013.
  7. V. R. Cadambe and S. A. Jafar, "Interference alignment and degrees of freedom of the K-user interference channel," IEEE Trans. Inf. Theory, vol. 54, pp. 3425-3441, Aug. 2008. https://doi.org/10.1109/TIT.2008.926344
  8. T. Gou and S. A. Jafar, "Degrees of freedom of the K-user M x N MIMO interference channel," IEEE Trans. Inf. Theory, vol. 56, pp. 6040-6057, Dec. 2010. https://doi.org/10.1109/TIT.2010.2080830
  9. V. R. Cadambe and S. A. Jafar, "Degrees of freedom of wireless networks with relays, feedback, cooperation and full duplex operation," IEEE Trans. Inf. Theory, vol. 55, pp. 2334-2344, May. 2009. https://doi.org/10.1109/TIT.2009.2016061
  10. V. S. Annapureddy, A. El-Gamal, and V. V. Veeravalli, "Degrees of freedom of interference channels with CoMP transmission and reception," IEEE Trans. Inf. Theory, vol. 58, pp. 5740-5760, Sep. 2012. https://doi.org/10.1109/TIT.2012.2198614
  11. V. R. Cadambe and S. A. Jafar, "Interference alignment and the degrees of freedom of wireless X networks," IEEE Trans. Inf. Theory, vol. 56, pp. 3893-3908, Sep. 2009.
  12. T. Gou, S. A. Jafar, C. Wang, S.-W. Jeon, and S.-Y. Chung, "Aligned interference neutralization and the degrees of freedom of the 2 ${\times}$ 2 ${\times}$ 2 interference channel," IEEE Trans. Inf. Theory, vol. 58, pp. 4381-4395, Jul. 2012. https://doi.org/10.1109/TIT.2012.2191388
  13. C. Suh and K. Ramchandran, "Exact-repair MDS code construction using interference alignment," IEEE Trans. Inf. Theory, vol. 57, pp. 1425-1442, Mar. 2011. https://doi.org/10.1109/TIT.2011.2105003
  14. V. R. Cadambe, S. A. Jafar, H. Maleki, K. Ramchandran, and C. Suh, "Asymptotic interference alignment for optimal repair MDS codes in distributed storage," IEEE Trans. Inf. Theory, vol. 59, pp. 2974-2987, May 2013. https://doi.org/10.1109/TIT.2013.2237752
  15. H. Maleki, V. R. Cadambe, and S. A. Jafar, "Index coding-An interference alignment perspective," in proc. IEEE ISIT, Cambridge, MA, Jul. 2012.
  16. S.-W. Jeon, G. Naveen, and M. Gastpar, "Degrees of freedom of sparsely connected wireless networks," in Proc. IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, Jul. 2012.
  17. S.-W. Jeon, S.-Y. Chung, and S. A. Jafar, "Degrees of freedom of multi-source relay networks," in Proc. Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sep. 2009.
  18. B. Nazer, M. Gastpar, S. A. Jafar, and S. Vishwanath, "Ergodic interference alignment," IEEE Trans. Inf. Theory, vol. 58, pp. 635-6371, Oct. 2012.
  19. S.-W. Jeon and S.-Y. Chung, "Capacity of a class of linear binary field multisource relay networks," IEEE Trans. Inf. Theory, vol. 59, pp. 6405-6420, Oct. 2013. https://doi.org/10.1109/TIT.2013.2268921
  20. S.-W. Jeon and M. Gastpar, "A survey on interference networks: Interference alignment and neutralization," Entropy, vol. 14, pp. 1842-1863, Sep. 2012. https://doi.org/10.3390/e14101842
  21. S.-W. Jeon, C.-Y. Wang, and M. Gastpar, "Approximate ergodic capacity of a class of fading two-user two-hop networks," IEEE Trans. Inf. Theory, vol. 60, pp. 866-880, Feb. 2014. https://doi.org/10.1109/TIT.2013.2293573
  22. O. O. Koyluoglu, H. El Gamal, L Lai, and H. V. Poor, "Interference alignment for secrecy," IEEE Trans. Inf. Theory, vol. 59, pp. 3323-3332, Jun. 2011.
  23. S.-W. Jeon, S.-Y. Chung, and S. A. Jafar, "Degrees of freedom region of a class of multisource Gaussian relay networks," IEEE Trans. Inf. Theory, vol. 57, pp. 3032-3044, May 2011. https://doi.org/10.1109/TIT.2011.2119750
  24. S.-W. Jeon and S.-Y. Chung, "Capacity of a class of multi-source relay networks," in Information Theory and Applications Workshop (ITA), La Jolla, CA, Feb. 2009.
  25. D.-W. Seo, S.-W. Jeon, S.-Y. Chung, and J. Kim, "Rate enhancement for the Gaussian Z-interference channel with transmitter cooperation," IEEE Communications Letters, vol. 14, no. 9, pp. 821-823, Sep. 2010. https://doi.org/10.1109/LCOMM.2010.072610.100041
  26. T. Kim, D. J. Love, and B. Clerckx, "On the spatial degrees of freedom of multicell and multiuser MIMO channels," in arXiv:1111.3160, Nov. 2011.
  27. D. Hwang, "Interference alignment for the multicell multiuser interference channel," IEEE Commun. Lett., vol. 16, pp. 831-833, Jun. 2012. https://doi.org/10.1109/LCOMM.2012.041112.120118
  28. W. Shin, N. Lee, J.-B. Kim, C. Shin, and K. Jang, "On the design of interference alignment scheme for two-cell MIMO interfering broadcast channels," IEEE Trans. Wireless Commun., vol. 10, pp. 437- 442, Feb. 2011. https://doi.org/10.1109/TWC.2011.120810.101097
  29. S. Chae, S.-W. Jeon, and S.-Y. Chung, "Cooperative relaying for the rank-deficient MIMO relay interference channel," IEEE Communications Letters, vol. 16, no. 1, pp. 9-11, Jan. 2012. https://doi.org/10.1109/LCOMM.2011.111011.111514
  30. T. Liu and C. Yang, "Genie chain and degrees of freedom of symmetric MIMO interference broadcast channels," in arXiv:cs.IT/1309.6727, Sep. 2013.
  31. S.-H. Park and I. Lee, "Degrees of freedom for multually interfering broadcast channels," IEEE Trans. Inf. Theory, vol. 58, pp. 393-402, Jan. 2012. https://doi.org/10.1109/TIT.2011.2170782
  32. G. Sridharan and W. Yu, "Degrees of freedom of MIMO cellular networks: Decomposition and linear beamforming design," in arXiv:cs.IT/1312.2681, 2013.
  33. A. Ghosh, N. Mangalvedhe, R. Ratasuk, M. C. B. Mondal, E. Visotsky, T. A. Thomas, J. G. Andrews, P. Xia, H. S. Jo, H. S. Dhillon, and T. D. Novlan, "Heterogeneous cellular networks: From theory to practice," IEEE Commun. Mag., vol. 50, pp. 54-64, Jun. 2012.
  34. M. Kountouris and N. Pappas, "HetNets and massive MIMO: Modeling, potential gains, and performance analysis," in Proc. IEEE Antennas and Propagation in Wireless Communications (APWC), Torino, Italy, Sep. 2013.
  35. J. Hoydis, K. Hosseini, S. ten Brink, and M. Debbah, "Making smart use of excess antennas: Massive MIMO, small cells, and TDD,"Bell Labs Technical Journal, vol. 18, pp 5-21, Sep. 2013.
  36. K. Hosseini, J. Hoydis, S. ten Brink, and M. Debbah, "Massive MIMO and small cells: How to densify heterogeneous networks," in Proc. IEEE International Conference on Communications (ICC), Budapest, Hungary, Jun. 2013.
  37. J. G. Andrews, "Seven ways that HetNets are a cellular paradigm shift," IEEE Commun. Mag., vol. 51, pp. 136-144, Mar. 2013.
  38. A. Adhikary, E. Al Safadi, and G. Caire, "Massive MIMO and inter-tier interference coordination," in Information Theory and Applications Workshop (ITA), San Diego, CA, Feb. 2014.
  39. S.-W. Jeon and C. Suh, "Degrees of freedom of uplink-downlink multiantenna cellular networks," in arXiv:cs.IT/1404.6012, Apr. 2014.
  40. A. S. Motahari, S. O. Gharan, and A. K. Khandani, "Real interference alignment with real numbers," in arXiv:cs.IT/0908.1208, 2009.
  41. A. S. Motahari, S. O. Gharan, M. A. Maddah-Ali, and A. K. Khandani, "Real interference alignment: Exploiting the potential of single antenna systems," in arXiv:cs.IT/0908.2282, 2009.
  42. C. Suh and D. N. C. Tse, "Interference alignment for cellular networks," in Proc. 46th Annu. Allerton Conf. Communication, Control, and Computing, Monticello, IL, Sep. 2008.
  43. C. Suh, M. Ho, and D. N. C. Tse, "Downlink interference alignment," IEEE Trans. Commun., vol. 59, pp. 2616-2626, Sep. 2011. https://doi.org/10.1109/TCOMM.2011.070511.100313