한국전자통신학회논문지 (The Journal of the Korea institute of electronic communication sciences)

한국전자통신학회 (Korea Institute of Electronic Communication Science)
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스텝사이즈에 따른 적응 알고리즘을 이용한 간섭제거 중계기

Interference Cancellation System in Repeater Using Adaptive algorithm with step sizes

  • 한용식 (구미대학교 정보통신학과)
  • 투고 : 2014.03.06
  • 심사 : 2014.05.15
  • 발행 : 2014.05.31
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초록

본 논문에서 ICS(Interference Cancellation System) 중계기를 위한 Signed LMS(Least Mean Square) 알고리즘을 제안한다. 제안된 Signed LMS 알고리즘은 스텝 사이즈를 조절함에 따라 성능이 개선된다. 제안된 Signed LMS 알고리즘에서 스텝사이즈가 0.067인 경우 수렴횟수 1000 회 일 때 평균 자승 에러는 기존 CMA 알고리즘보다 약 3 ~ 18 dB정도 더 낮다. 그리고, 평균 자승 에러 -25 dB 일 때 LMS(Least Mean Square)와 CMA보다 수렴횟수가 500 ~ 4000 회 정도 줄어든다.

In the paper, we propose a new Signed LMS(Least Mean Square) algorithm for ICS(Interference Cancellation System). The proposed Signed LMS algorithm improved performances by adjusting step size values. At the convergence of 1000 iteration state, the MSE(Mean Square Error) performance of the proposed Signed LMS algorithm with step size of 0.067 is about 3 ~ 18 dB better than the conventional LMS, CMA algorithm. And the proposed Signed LMS algorithm requires 500 ~ 4000 less iterations than the and LMS and CMA algorithms at MSE of -25dB.

키워드

참고문헌

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피인용 문헌

  1. An Efficient Scheme for TDD LTE ICS Exploiting the Reciprocity of the Feedback Channel in TDD LTE Networks vol.53, pp.2, 2016, https://doi.org/10.5573/ieie.2016.53.2.017