본문 바로가기
KERD
논문KCI 등재

등간격 사각형 배열을 이용한 효율적인 직접 신호-기반의 도래각 추정

An Efficient Direct Signal-Based Direction of Arrival Estimation Using Uniform Rectangular Array

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류컴퓨터학

초록

이 논문에서는 등간격 사각형 배열(Uniform Rectangular Array: URA)을 사용하는, 계산상 효율적인 2차원 도래각(Direction of Arrival: DoA) 추정 방법을 제안한다. 제안된 방법은 안테나에 도달한수신 신호들간의 상관행렬 대신 그들 사이의 위상 관계에 직접적으로 기반하고 있기 때문에 직접신호-기반 방법이라고 한다. 시뮬레이션 결과에 따르면 직접 신호-기반의 방법이 기존의 어느 방법들보다 현저히 적은 계산량으로도 평균 제곱근 오차(Root-Mean-Squared Error: RMSE)와 최대 절대 오차 측면에서 다중 신호 분류(MUltiple SIgnal Classification: MUSIC) 방법과 비교할 만한 성능을 보여준다.

Abstract

This paper proposes a computationally efficient 2-D direction-of-arrival (DoA) estimation method with a uniform rectangular array (URA). This method is called the direct signal-based method in the sense that it is based directly on the phase relationships among the signals arriving at each antenna of an antenna array rather than their correlation matrix. According to the simulation results, it has be shown that the direct signal-based method, with much less computations than any existing methods, yields the performance comparable to that of the MUSIC (MUltiple SIgnal Classification) method in terms of the root-mean-squared error (RMSE) and the maximum absolute error.

참고문헌 (24)

  1. Harry L. Van Trees, "Optimum Array Processing" (2002), John Wiley &Sons, Inc
  2. Mark C. Sullivan, "Practical Array Processing" (2009), McGraw-Hill Book Company
  3. Joseph C. Liberty, Jr, "Smart Antennas for Wireless Communications: IS-95 and Third Generation CDMA Applications" (1999), Prentice Hall PTR
  4. Simulink for Digital Signal Processing, "MATLAB", pp.2012, Won Y. Yang
  5. J. E. Evans, "High Resolution Angular Spectrum Estimation Techniques for Terrain Scattering Analysis and Angle of Arrival Estimation in ATC Navigation and Surveillance System", Proceedings of the 1st ASSP Workshop Spectral Estimation, pp.134~139 (1981)
  6. Arthur J. Barabell, "Improving the Resolution Performance of Eigenstructure-based Direction-finding Algorithms", Proc. of the IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing (ICSAAP), 83, pp.336~339 (1983)
  7. R. O. Schmidt, "Multiple Emitter Location and Signal Parameter Estimation", IEEE Trans. on Antennas and Propagation, AP-34(3), pp.276~280 (1986)
  8. R. Roy, "ESPRIT - Estimation of Signal Parameters via Rotational Invariance Techniques", IEEE Trans. on Acoustics, Speech, and Signal Processing, 37, pp.984~995 (1989)
  9. F. J. Chen, "ESPRIT-like Two-dimensional DOA Estimation for Coherent Signals", IEEE Transactions on Aerospace and Electronic Systems, 46(3), pp.1477~1484 (2010)
  10. M. Devendra, "DOA Estimation of a System using MUSIC Method", International Conference on Signal Processing and Communication Engineering Systems, pp.309~313 (2015)
  11. 노혜민, "Beamspace MUSIC 알고리즘과 Time Modulated Arrays를 결합한 도래각 추정", 한국통신학회논문지, 45(6), pp.951~960 (2020), 한국통신학회[DOI]
  12. X. Zhou, "The Simulation Analysis of DOA Estimation Based on MUSIC Algorithm", 2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE), pp.1483~1486 (2020)
  13. J. P. Merkofer, "Deep Augmented MUSIC Algorithm for Data-Driven DoA Estimation", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.3598~3602 (2022)
  14. X. Meng, "Real-Valued MUSIC for Efficient Direction of Arrival Estimation with Arbitrary Arrays: Mirror Suppression and Resolution Improvement", Signal Processing (2022)
  15. B. Boustani, "Performance Analysis of Direction of Arrival Algorithms for Smart Antenna", International Journal of Electrical and Computer Engineering, 9(6), pp.4873~4881 (2019)
  16. M. O. Cordel, "Performance Comparison of MVDR, MUSIC, and ESPRIT Algorithms in Signal Classification", ARPN Journal of Engineering and Applied Sciences, 15(21), pp.2523~2531 (2020)
  17. O. A. Oumar, "Comparison between MUSIC and ESPRIT Direction of Arrival Estimation Algorithms for Wireless Communication Systems", The First International Conference on Future Generation Communication Technologies, pp.99~103 (2012)
  18. S. Kharel, "Performance Comparison between MUSIC and ESPRIT Algorithms for Direction Estimation of Arrival Signals", 석사, pp.2013
  19. X. Fu, "A De-noising 2D-DOA Estimation Method for Uniform Rectangle Array", IEEE Commun. Letters, 22(9), pp.1854~1857 (2018)[DOI]
  20. J. Liu, "Evaluation on the MUSIC Algorithm Performance of Uniform Rectangular Arrays", International Conference on Microwave and Millimeter Wave Technology (ICMMT), pp.1~3 (2019)
  21. 김태윤, "등간격 사각 배열 안테나를 적용한 캐스케이드 도래각 추정", 한국전자통신학회 논문지, 13(5), pp.923~930 (2018), 한국전자통신학회[DOI]
  22. Y. Guo, "Low-Complexity 2D DOA Estimation and Self-Calibration for Uniform Rectangle Array with Gain-Phase Error", Remote Sensing, pp.1~3 (2022)[DOI]
  23. Azzam Haidar, "New Algorithm for Computing Eigenvectors of the Symmetric Eigenvalue Problem", IEEE 28th International Parallel & Distributed Processing Symposium Workshop, pp.1150~1159 (2014)
  24. Won Y. Yang, "Applied Numerical Methods Using MATLAB" (2020), John Wiley & Sons, Inc

관련 논문AI추천

이 간행물의 다른 논문 (27건)