ETRI Journal

  • 제35권5호
  • /
  • Pages.748-756
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  • 2013
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  • 1225-6463(pISSN)
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  • 2233-7326(eISSN)
한국전자통신연구원 (Electronics and Telecommunications Research Institute)
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Online Hop Timing Detection and Frequency Estimation of Multiple FH Signals

  • Sha, Zhi-Chao (College of Electronic Science and Engineering, National University of Defense Technology) ;
  • Liu, Zhang-Meng (College of Electronic Science and Engineering, National University of Defense Technology) ;
  • Huang, Zhi-Tao (College of Electronic Science and Engineering, National University of Defense Technology) ;
  • Zhou, Yi-Yu (College of Electronic Science and Engineering, National University of Defense Technology)
  • 투고 : 2013.11.16
  • 심사 : 2013.02.02
  • 발행 : 2013.10.31
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초록

This paper addresses the problem of online hop timing detection and frequency estimation of multiple frequency-hopping (FH) signals with antenna arrays. The problem is deemed as a dynamic one, as no information about the hop timing, pattern, or rate is known in advance, and the hop rate may change during the observation time. The technique of particle filtering is introduced to solve this dynamic problem, and real-time frequency and direction of arrival estimates of the FH signals can be obtained directly, while the hop timing is detected online according to the temporal autoregressive moving average process. The problem of network sorting is also addressed in this paper. Numerical examples are carried out to show the performance of the proposed method.

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참고문헌

  1. C.D. Chung and A. Polydoros, "Detection and Hop-Rate Estimation of Random FH Signals via Autocorrelation Technique," MILCOM, 1991, pp. 345-349.
  2. C.D. Chung and A. Polydoros, "Parameter Estimation of Random FH Signals Using Autocorrelation Techniques," IEEE Trans. Commun., vol. 43, no. 2/3/4, Feb./Mar./Apr. 1995, pp. 1097-1106. https://doi.org/10.1109/26.380141
  3. M. Janani, V.T. Vakili, and H. Jamali, "The Modified Autocorrelation Technique for Parameter Estimation of Random FH Signals," Proc. ICSP, 1998, pp. 188-190.
  4. S. Barbarossa and A. Scaglione, "Parameter Estimation of Spread Spectrum Frequency-Hopping Signals Using Time-Frequency Distributions," First IEEE Signal Process. Workshop Signal Process. Adv. Wireless Commun., 1997, pp. 213-216.
  5. S.G. Mallat and Z. Zhang, "Matching Pursuits with Time- Frequency Dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, Dec. 1993, pp. 3397-3415. https://doi.org/10.1109/78.258082
  6. H. Fan, Y. Guo, and X. Feng, "Blind Parameter Estimation of Frequency Hopping Signals Based on Matching Pursuit," Wireless Inf. Commun., 2008.
  7. C.C. Ko, W. Zhi, and F. Chin, "ML-Based Frequency Estimation and Synchronization of Frequency Hopping Signals," IEEE Trans. Signal Process., vol. 53, no. 2, Feb. 2005, pp. 403-410. https://doi.org/10.1109/TSP.2004.840703
  8. D. Angelosante, G.B. Giannakis, and N.D. Sidiropoulos, "Estimating Multiple Frequency-Hopping Signal Parameters via Sparse Linear Regression," IEEE Trans. Signal Process., vol. 58, no. 10, 2010, pp. 5044-5056. https://doi.org/10.1109/TSP.2010.2052614
  9. X. Liu, N.D. Sidiropoulos, and A. Swami, "Blind High-Resolution Localization and Tracking of Multiple Frequency Hopped Signals," IEEE Trans. Signal Process., vol. 50, no. 4, Apr. 2002, pp. 889-901. https://doi.org/10.1109/78.992136
  10. X. Liu, N.D. Sidiropoulos, and A. Swami, "Joint Hop Timing and DOA Estimation for Multiple Noncoherent Frequency Hopped Signals," Sensor Array Multichannel Signal Process. Workshop Proc., 2002, pp. 164-168.
  11. X. Liu, N.D. Sidiropoulos, and A. Swami, "Joint Signal Parameter Estimation of Wideband Frequency Hopped Transmissions Using 2-D Antenna Arrays," 4th IEEE Workshop Signal Process. Adv. Wireless Commun., 2003, pp. 624-628.
  12. X. Liu, N.D. Sidiropoulos, and A. Swami, "Joint Hop Timing and Frequency Estimation for Collision Resolution in FH Networks," IEEE Trans. Wireless Commun., vol. 4, no. 6, Nov. 2005, pp. 3063-3074. https://doi.org/10.1109/TWC.2005.858006
  13. X. Liu, J. Li, and X. Ma, "An EM Algorithm for Blind Hop Timing Estimation of Multiple FH Signals Using an Array System with Bandwidth Mismatch," IEEE Trans. Veh. Technol., vol. 56, no. 5, Sept. 2007, pp. 2545-2554. https://doi.org/10.1109/TVT.2007.899960
  14. X. Liu, "Signal Detection and Jammer Localization in Multipath Channels for Frequency Hopping Communications," U.S. Army Research Office project report, DAAD19-03-1-0228, 2005.
  15. L. Acar and R.T. Compton, "The Performance of an LMS Adaptive Array with Frequency Hopped Signals," IEEE Trans. Aerospace Electron. Syst., vol. AES-21, no. 3, May 1985, pp. 360-371. https://doi.org/10.1109/TAES.1985.310566
  16. Z.M. Liu, Z.T. Huang, and Y.Y. Zhou. "Hopping Instants Detection and Frequency Tracking of Frequency Hopping Signals with Single or Multiple Channels," IET Commun., vol. 6, no. 1, 2012, pp. 84-89. https://doi.org/10.1049/iet-com.2010.0678
  17. J.R. Larocque, J.P. Reilly, and W. Ng, "Particle Filters for Tracking an Unknown Number of Sources," IEEE Trans. Signal Process., vol. 50, no. 12, Dec. 2002, pp. 2926-2937. https://doi.org/10.1109/TSP.2002.805251
  18. Z.M. Liu et al., "Improved Gerschgorin Disk Estimator for Source Enumeration with Robustness against Spatially Non-uniform Noise," IET Radar, Sonar, Nav., vol. 5, no. 9, 2011, pp. 952-957. https://doi.org/10.1049/iet-rsn.2011.0188
  19. Z.M. Liu, Z.T. Huang, and Y.Y. Zhou, "Computationally Efficient Direction Finding Using Uniform Linear Arrays," IET Radar, Sonar, Nav., vol. 6, no. 1, 2012, pp. 39-48. https://doi.org/10.1049/iet-rsn.2010.0254
  20. C. Andrieu and A. Doucet, "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids via Reversible Jump MCMC," IEEE Trans. Signal Process., vol. 47, no. 10, Oct. 1999, pp. 2667-2676. https://doi.org/10.1109/78.790649

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