OFDM 기반 무선 센서 네트워크에서의 Reserve Power를 이용한 효율적인 파워 할당 알고리즘

An Efficient Power Allocation Algorithm in OFDM-based Wireless Sensor Networks using Reserve Power

  • Kim, Byung-Ho (Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH)) ;
  • Oh, Seoung-Youl (Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH)) ;
  • Kim, Chee-Ha (Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH))
  • 투고 : 2010.10.06
  • 심사 : 2010.12.09
  • 발행 : 2010.12.31

초록

OFDM은 높은 데이터 전송율을 지원할 수 있는 기술로 미래의 광대역 통신에 촉망받는 통신 방식이다. 이 논문은 주파수 선택적 페이팅 채널 환경에서 파워 예산을 각 부채널 상태에 적합하게 할당하는 알고리즘을 제안한다. 하지만 센서 네트워크의 하드웨어 제약상 기존의 파워할당 알고리즘을 적용하면 높은 계산 복잡도 때문에 실제 적용하는데 문제가 있다. 제안된 방식은 실제 환경과 비슷하게 구현되었으며 계산 복잡도를 현저히 줄여 최적의 방식에 비교할 수 있는 동시에 정해진 파워 예산을 만족 시킬 수 있다. 또한, 제안한 방식의 throughput은 최적의 throughput을 보여주는 알고리즘과 비교될 수 있을 정도의 성능을 낸다. 시뮬레이션 결과를 통해 기존 제안된 방식보다 throughput, 계산 복잡도가 뛰어남을 보여준다.

Orthogonal Frequency Division Multiplexing (OFDM) has been investigated as promising technology for future broadband communication. In this paper, we propose a power allocation algorithm for a frequency selective fading channel. However, many investigated algorithms that perform high computation overhead are not appropriate for sensor network systems due to hardware limitations. The proposed algorithm significantly reduces computational overhead and satisfies the power budget. Throughput of the algorithm is comparable to the optimum solution. Simulation results support the claim stated.

키워드

참고문헌

  1. Richard van Nee, Ramjee Prasad, OFDM for Wireless Multimedia communications, Boston : Artech House, 2000
  2. Chow, P.S., J. C. Tu and J.M. Cioffi, "Performance Evaluation of a Multichannel Transeiver System for ADSL and VHDSL Services," IEEE J. Selected Area in Comm, Vol SAC-9, No. 6, pp. 909-919, Aug 1991.
  3. Chow, P. S., J. C. Tu and J.M. Cioffi, "A Discrete Multitone Transceiver System for HDSL Applications", IEEE J. Selected Areas in Comm, Vol. SAC-9, No. 6, pp. 895-908, Aug, 1991.
  4. Paiment, R. V., "Evaluation of Single Carrier and multicarrier Modulation Techniques for Digital ATV Terrestrial Broadcasting", CRC Report, No. CRC-PR-004, Ottawa, Canada, Dec. 1994.
  5. Sari, H. G. Karam, and I. Jeancluade, "Transmission Techniques for Digital Terrestrial TV Broadcasting", IEEE Commun. Mag. Vol. 33, pp.100-109, Feb. 1995.
  6. Oppenheim, A. V., and R. W. Schaffer, Discrete-time Signal Processing, Prentice-Hall International, ISBN 0-13-216771-9, 1989.
  7. Hara, S., M. Mouri, M. Okada, and N. Morinaga, "Transmission Performance Analysis of Multi-Carrier Modulation in Frequency Selective Fast Rayleigh Fading Channel", in Wireless Personal communications, Kluwer Academic Publishers, Vol.2, pp. 335-356, 1996. https://doi.org/10.1007/BF01099340
  8. IEEE Std. 802.11a WG, Part 11: Wireless LAN Medium Access Control(MAC) and Physical Layer(PHY) specification: Highspeed Physical Layer in the 5 Hz band, September 1999.
  9. R. Fischer, "A new loading algorithm for discrete multitone modulation", in Proc. IEEE Global Telecommunications Conf. London, pp. 724-728, Mar 1996
  10. A. Leke and J. M. Cioffi, "A maximum rate loading algorithm for discrete multitone modulation systems", in Proc. IEEE Global Telecommunications Conf. Phoenix, pp. 1514-1518, 1997.
  11. J. Campello ,"Practical bit loading for DMT", in Proc. IEEE int. conf. Communications, vancouber, Canada, col.2, pp. 801-905, 1999
  12. B. Fox, "Discrete optimization via marginal analysis", Manage. Sci., Vol.13, No.3, pp. 210-216, Nov 1996
  13. A. M. Wyglinski, F. Labeau, and P. Kabal, "Bit loading with BER-constraint for multicarrier systems", IEEE Trans. Wirel. Commun., Vol 4, no. 4, pp. 1383-1387, 2005 https://doi.org/10.1109/TWC.2005.850313
  14. J. G. Proakis, Communication systems Engineering, 2nd ed. Prentice-Hall, 2002.
  15. H. Minn and S.Xing, "An optimal training signal structure for frequency offset estimation", IEEE Trans. Commun., Vol. 53, No. 3, pp. 343-355, Feb. 2005. https://doi.org/10.1109/TCOMM.2004.842007
  16. A. Fasano, G. Di Blasio, E. Baccarelli, and M.Biagi, "Optimal discrete bit loading for DMT based constrained multicarrier systems", in Proc. IEEE ISIT, p. 243, Jul. 2002.
  17. E. Baccarelli and M. Biagi, "Optimal integer bit-loading for multicarrier ADSL systems sybject to spectral-compatibility limits", Signal Process., Vol. 84, pp.729-741, Apr. 2004. https://doi.org/10.1016/j.sigpro.2003.12.004