Analysis on the Performance Degradation of MIMO-OFDM Receiver and Hybrid Interference Cancellation with Low Complexity for the Performance Improvement Under High-Mobility Condition

MIMO-OFDM 수신기의 성능 열화 분석 및 고속 이동환경에서의 성능 향상을 위한 저복잡도 HIC 간섭제거 기법

  • 강승원 (인하대학교 정보통신대학원) ;
  • 김규현 (인하대학교 정보통신대학원) ;
  • 장경희 (인하대학교 정보통신대학원)
  • Published : 2007.02.28

Abstract

Spatial Multiplexing techniques, which is a kind of Multiple antenna techniques, provide high data transmission rate by transmitting independent data at different transmit antenna with the same spectral resource. OFDM (Orthogonal Frequency Division Multiplexing) is applied to MIMO (Multiple-Input Multiple-Output) system to combat ISI (Inter-Symbol Interference) and frequency selective fading channel, which degrade MIMO system performance. But, orthogonality between subcarriers of OFDM can't be guaranteed under high-mobility condition. As a result, severe performance degradation due to ICI is induced. In this paper, both ICI and CAI (Co-Antenna Interference) which occurs due to correlation between multiple antennas, and performance degradation due to both ICI and CAI are analyzed. In addition to the proposed CIR (Channel Impulse Response) estimation method for avoiding loss in data transmission rate, HIC (Hybrid Interference Cancellation) approach for guaranteeing QoS of MIMO-OFDM receiver is proposed. We observe the results on analytical performance degradation due to both ICI & CAI are coincide with the simulation results and performance improvement due to HIC are also verified by simulation under SCM-E Sub-urban Macro MIMO channel.

다중 안테나 기술의 공간 다중화 방식은 다수의 송신 안테나가 서로 다른 데이터를 전송함으로써 시스템의 동일한 대역폭을 이용하여 높은 데이터 전송률을 제공하는 기술로서, 심볼간 간섭 (ISI : Inter-Symbol Interference)과 주파수 선택적 페이딩 (Frequency Selective Fading)에 강인한 OFDM (Orthogonal Frequency Division Multiplexing)과 함께 사용된다. 하지만, OFDM은 고속 이동환경에서 서브 캐리어간의 직교성이 유지되지 않아 서브캐리어간의 간섭 (ICI : Inter-Carrier Interference)으로 인하여 시스템의 성능 열화가 발생한다. 본 논문에서는 ICI와 다중 안테나간의 상관도에 의한 CAI (Co-Antenna Interference)의 발생 원인과 그에 따른 성능 열화를 해석적으로 분석하고, 고속 이동환경에서 MIMO-OFDM 수신기의 QoS를 만족시키기 위한 ICI의 제거 방법으로 저복잡도의 HIC와 데이터 전송률을 저하시키지 않는 CIR (Channel Impuse Response) 추정 방법을 제안한다. 그리고 SCM-E Sub-urban Macro MIMO 채널에서의 모의 실험을 통해, ICI와 CAI에 의한 성능 열화 분석 결과와 모의 실험 결과가 일치하는 것을 검증하고, 고속 이동환경에서 HIC를 적용한 MIMO-OFDM 시스템의 성능이 향상되는 것을 보인다.

Keywords

References

  1. J. A. C. Bingham, 'Multicarrier modulation for data transmission: An idea whose time has come,' IEEE Commun. Mag., vol.28, No.5, pp. 5-15, May 1990 https://doi.org/10.1109/35.54342
  2. V. tarokh, H. Jafarkhani and A. R. Calderbank, 'Space-time Block Codingfor Wireless Communications : Performance results,' in Proc. IEEE J.Select, Areas Comm., vol.17, pp.51-70, Mar. 1999
  3. X. Li, H. Huang, G.J. Foschini, 'Effects of iterative detection and decoding on the performance of BLAST,' in Proc. IEEE Globecom, vol.1, pp.2321-2334, Sept.2001
  4. M. Sellathurai and S. Haykin, 'Turbo-BLAST for wireless communications : Theory and experiments,' IEEE Trans. on Signal Processing, 2002
  5. M. Moher, 'An iterative multiuser decoder for near capacity communications,' IEEE Trans. on Commun., vol. 46, pp. 870-880, July 1998 https://doi.org/10.1109/26.701309
  6. R. V. Nee, R. Prasad, OFDM for Wireless Multimedia Communications, Artech House, 2000
  7. S. Hara and R. Prasad, Multicarrier Techniques for 4G Mobile Communications, Artech House, 2003
  8. J. G. Proakis, Wiley Encyclopedia of Telecommunications, Wiley, 2003
  9. M. Engels, Wireless OFDM Systems-How to make them work?, Kluwer, 2002
  10. F. M. Andreas, Wireless Communi cations, Wiley, 2005
  11. 강승원, 선태형, 장경희, 임인기, 어익수, 'IEEE 802.16e OFDMA-TDD 시스템 Digital Front End의 Fixed-point 설계 최적화,' 한국통신학회논문지, 31권 7C호, pp. 735-742, 2006. 07
  12. P. Robertson and S. Kaiser, 'The effect of Doppler spreads in OFDM(A) mobile radio systems,' in Proc. IEEE Veh. Tech. Conf., vol. 1, Sept. 1999, pp. 329-333
  13. P. Robertson and S. Kaiser, 'Analysis of the loss of orthogonality through Doppler spread in OFDM systems,' in Proc, IEEE GLOBECOM'99, vol. 1B, pp. 701-706
  14. A. Stamoulis, S.N. Diggavi, and N.A. Dhahir, 'Intercarrier Interference in MIMO OFDM,' IEEE Trans. on Signal Processing, vol. 50, pp. 2451-2463, Oct. 2002 https://doi.org/10.1109/TSP.2002.803347
  15. M. Russel and G. L. Stuber, 'Interchannel interference analysis of OFDM in a mobile environment,' in Proc. IEEE Veh. Tech. Conf., 1995, pp. 820-824
  16. Y. Li and L. J. Cimini, 'Bounds on the interchannel interference of OFDM in Time-varying impairments,' IEEE Trans. on. Commun., vol. 49, pp. 401-404, Mar. 2001 https://doi.org/10.1109/26.911445
  17. H. Harada, R. Prasad, Simulation and Software Radio for Mobile Communications, Artech House, 2002
  18. Y. H. Kim, I.H. Song, S. H. Yoon, and S. R. Park, 'An efficient frequency offset estimator for OFDM systems and its performance characteristics,' IEEE Trans. on Veh. Tech., Vol. 50, pp. 1307-1312, Sept. 2001 https://doi.org/10.1109/25.950332
  19. H. J. Yu, M. S. Kim, and J. Y. Ahn, 'Carrier frequency and timing offset tracking scheme for SC-FDE systems,' in Proc. PIMRC, Sept. 2003, pp. 1-5
  20. J. Armstrong, 'Analysis of new and exising methods of reducing intercarrier interference due to carrier frequency offset in OFDM,' IEEE Trans. on Commun., vol. 47, pp. 365-369, Mar. 1999 https://doi.org/10.1109/26.752816
  21. L. Ye, H. Jack, N R. Sollenberger, 'MIMO-OFDM for wireless commun ications: signal detection with enhanced ehannel estimation,' IEEE Trans. on Commun., vol. 50, pp. 1471-1477, Sept. 2002 https://doi.org/10.1109/TCOMM.2002.802566
  22. A. Seyedi and G. J. Saulnier, 'General ICI self-cancellation scheme for OFDM systems,' IEEE Trans. on Veh. Tech., vol. 54, pp. 198-210, Jan. 2005 https://doi.org/10.1109/TVT.2004.838849
  23. Z. Zhou, X. Zhang, and Z. Bu, 'Interference cancellation based receive scheme to combat ICI for OFDM systems,' in Proc. IEEE Wireless Commun. Networking and Mobile Computing, vol. 1, Sept. 2005, pp. 257-260
  24. E. Leung and P. Ho, 'A Successive Interference Cancellation scheme for and OFDM system,' in Proc. IEEE Int. Conf. on Commun., vol. 1, June 1998, pp. 375-379
  25. X. N. Tran and T. Fujino, 'Groupwise Successive ICI cancellation for OFDM systemsin time-varying channels,' in Proc. IEEE Int. Symposium on Signal Processing and Information Technology, Dec. 2005, pp. 489-494
  26. J. H. Deng, C.Y. Lin, and T. S. Lee 'A low complexity group-wise PIC based mixed-mode MIMO-OFDM system,' in Proc. IEEE Circuits and Systems Symposium, Vol. 2, May, 2004, pp. 481-484