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2016 Vol.35, Issue 5
Estimation of source signal and channel response using ray-based blind deconvolution technique for Doppler-shifted underwater channel

음선 기반 블라인드 디컨볼루션 기법을 이용한 수중 도플러 편이 채널에서의 송신 신호 및 채널 응답 추정

Gi Hoon Byun1
,
Se Hyun Oh1
,
Sung-Hoon Byun2
,
J. S. Kim3*
변 기훈1
,
오 세현1
,
변 성훈2
,
김 재수3*
3Department of Ocean Engineering, Korea Maritime and Ocean University
1한국해양대학교 해양과학기술전문대학원
2한국해양과학기술원 부설 선박해양플랜트연구소
3한국해양대학교 해양공학과
*교신저자. *Corresponding Author. 
30 September 2016. pp. 331-339
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Abstract

This paper suggests an estimation method of the source signal and the channel impulse response (CIR) using ray-based blind deconvolution (RBD) in the underwater acoustic channel environment where Doppler effect exists by the relative motion between source and receiver. It is difficult to estimate the CIR on Doppler effect by the matched filter with a highly Doppler-sensitive waveform such as the m-sequence signal because Doppler shift can severely degrade the correlation between the received signal corrupted by Doppler effect and the original source signal. In this study, the Doppler-shifted source-signal’s phase is estimated using the RBD, and the received signal is compensated by it to obtain the Doppler-corrected CIR. It is verified that using the matched filter with the received signal from the experimental data fails to estimate the CIR while the obtained CIR by the suggested method has the similarity to the propagation path of the ray model. Also, the results show that the reconstructed source signal using the RBD has the better Doppler shift compensation than the Doppler-shifted source signal derived from scattering function.

Keywords
Channel impulse response
Ray-based blind deconvolution
Doppler

본 논문은 음선 기반 블라인드 디컨볼루션을 이용하여 송·수신기의 상대적인 이동으로 인한 도플러 편이가 존재하는 수중 음향 채널 환경에서의 송신 신호 및 채널 임펄스 응답 추정에 대한 방법을 제시한다. 도플러 편이가 존재하는 수중 채널 환경에서 m시퀀스와 같은 도플러 효과에 민감한 탐침 신호를 사용할 경우, 도플러 왜곡에 의한 수신 신호와의 낮은 상관도에 의해 정합 필터 처리만으로는 채널 임펄스 응답 추정에 어려움이 따른다. 본 연구에서는 음선 기반 블라인드 디컨볼루션을 이용하여 도플러 편이가 포함되어 있는 송신 신호의 위상을 추정한 후, 이를 수신 신호에 보상함으로써 도플러 편이가 보상된 채널 임펄스 응답 추정에 대한 방법을 제안한다. 해상실험을 통해 측정된 수신 데이터에 대하여 정합 필터만으로는 채널 임펄스 응답 추정이 어려운 반면 제안된 방법을 통한 채널 임펄스 응답 추정 시, 음선 모델에서 예측된 전달경로와 유사한 특성을 보여주는 것을 확인하였다. 또한 산란 함수를 통해 추정된 도플러를 보상한 송신 신호에 비해 음선 기반 블라인드 디컨볼루션을 이용하여 복원한 송신 신호가 더 우수한 도플러 보상 효과를 나타낸다.

키워드
채널 임펄스 응답
음선 기반 블라인드 디컨볼루션
도플러
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Information
  • Publisher :The Acoustical Society of Korea
  • Publisher(Ko) :한국음향학회
  • Journal Title :The Journal of the Acoustical Society of Korea
  • Journal Title(Ko) :한국음향학회지
  • Volume : 35
  • No :5
  • Pages :331-339
  • Received Date : 2016-07-08
  • Revised Date : 2016-07-18
  • Accepted Date : 2016-08-04
  • DOI :https://doi.org/10.7776/ASK.2016.35.5.331
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