Skip to main content
Erschienen in: Wireless Personal Communications 2/2021

03.01.2021

A New Eigen-Structure Based DOA Estimation Method for Wideband Coherent Signals

verfasst von: Abbas Fathtabar, Ali Akbar Khazaei, Asadallah Ghezelbigloo

Erschienen in: Wireless Personal Communications | Ausgabe 2/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A new Direction of arrival (DOA) estimation method for wideband coherent sources is presented in this paper. This method does not require any prior knowledge of the source number and initial estimation of source angles. In the proposed method, at first, upon calculating the focusing matrix, the covariance matrix of all frequency bins are transformed to the reference frequency. Then by forming a Hankel matrix for each signal subspace eigenvector (SSE), the de-correlation process is formed and the linear independent vectors are extracted from the Singular Value Decomposition (SVD) approach. The simulation results in different conditions shows that the proposed algorithm has better performance compare to other algorithms.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Tuncer, T. E., & Friedlander, B. (2009). Classical and modern direction-of-arrival estimation. Academic Press. Tuncer, T. E., & Friedlander, B. (2009). Classical and modern direction-of-arrival estimation. Academic Press.
2.
Zurück zum Zitat Amin, H., Bertrand, A., & Moonen, M. (2019). Cooperative integrated noise reduction and node-specific direction-of-arrival estimation in a fully connected wireless acoustic sensor network. Signal Processing, 107, 68–81. Amin, H., Bertrand, A., & Moonen, M. (2019). Cooperative integrated noise reduction and node-specific direction-of-arrival estimation in a fully connected wireless acoustic sensor network. Signal Processing, 107, 68–81.
3.
Zurück zum Zitat Selva, J. (2018). Efficient wideband DOA estimation through function evaluation techniques. IEEE Transactions on Signal Processing, 66(12), 3112–3123.MathSciNetCrossRef Selva, J. (2018). Efficient wideband DOA estimation through function evaluation techniques. IEEE Transactions on Signal Processing, 66(12), 3112–3123.MathSciNetCrossRef
4.
Zurück zum Zitat Liu, Y., Liu, C., Zhao, Y., & Zhu, J. (2018). Wideband array self-calibration and DOA estimation under large position errors. Digital Signal Processing, 78, 250–258.MathSciNetCrossRef Liu, Y., Liu, C., Zhao, Y., & Zhu, J. (2018). Wideband array self-calibration and DOA estimation under large position errors. Digital Signal Processing, 78, 250–258.MathSciNetCrossRef
5.
Zurück zum Zitat Kikuta, K., & Hirose, A. (2018). Direction-of-arrival estimation of ultra-wideband signals in narrowband interference environment based on power inversion and complex-valued neural networks. Neural Processing Letters, 47(3), 921–933.CrossRef Kikuta, K., & Hirose, A. (2018). Direction-of-arrival estimation of ultra-wideband signals in narrowband interference environment based on power inversion and complex-valued neural networks. Neural Processing Letters, 47(3), 921–933.CrossRef
6.
Zurück zum Zitat Li, L., Younan, N. H., & Shi, X. (2019). Parameter estimation based on sigmoid transform in wideband bistatic MIMO radar system under impulsive noise environment. Sensors, 19(2), 232.CrossRef Li, L., Younan, N. H., & Shi, X. (2019). Parameter estimation based on sigmoid transform in wideband bistatic MIMO radar system under impulsive noise environment. Sensors, 19(2), 232.CrossRef
7.
Zurück zum Zitat Schmidt, R., & Af, X. W. (1986). Multiple emitter location and signal parameter estimation. IEEE Transactions on Antennas and Propagation, AP-34(3), 276–280.CrossRef Schmidt, R., & Af, X. W. (1986). Multiple emitter location and signal parameter estimation. IEEE Transactions on Antennas and Propagation, AP-34(3), 276–280.CrossRef
8.
Zurück zum Zitat Roy, R., & Kailath, T. (1989). ESPRIT-estimation of signal parameters via rotational invariance techniques. IEEE Transactions on Acoustics, Speech, and Signal Processing, 37(7), 984–995.CrossRef Roy, R., & Kailath, T. (1989). ESPRIT-estimation of signal parameters via rotational invariance techniques. IEEE Transactions on Acoustics, Speech, and Signal Processing, 37(7), 984–995.CrossRef
9.
Zurück zum Zitat Viberg, M., & Ottersten, B. (1991). Sensor array processing based on subspace fitting. IEEE Transactions on Signal Processing, 39(5), 1110–1121.CrossRef Viberg, M., & Ottersten, B. (1991). Sensor array processing based on subspace fitting. IEEE Transactions on Signal Processing, 39(5), 1110–1121.CrossRef
10.
Zurück zum Zitat Stoica, P., Ottersten, B., Viberg, M., & Moses, R. L. (1996). Maximum likelihood array processing for stochastic coherent sources. IEEE Transactions on Signal Processing, 44(1), 96–105.CrossRef Stoica, P., Ottersten, B., Viberg, M., & Moses, R. L. (1996). Maximum likelihood array processing for stochastic coherent sources. IEEE Transactions on Signal Processing, 44(1), 96–105.CrossRef
11.
Zurück zum Zitat Wax, M., Shan, T., & Kailath, T. (1984). Spatio-temporal spectral analysis by eigenstructure methods. IEEE Transactions on Acoustics, Speech, and Signal Processing, 32(8), 817–827.CrossRef Wax, M., Shan, T., & Kailath, T. (1984). Spatio-temporal spectral analysis by eigenstructure methods. IEEE Transactions on Acoustics, Speech, and Signal Processing, 32(8), 817–827.CrossRef
12.
Zurück zum Zitat Molazadeh, A., Ghasimi, M., & Ardebilipour, M. (2019). A novel fast two stage method for wideband spectrum sensing. Physical Communication, 33, 172–177.CrossRef Molazadeh, A., Ghasimi, M., & Ardebilipour, M. (2019). A novel fast two stage method for wideband spectrum sensing. Physical Communication, 33, 172–177.CrossRef
13.
Zurück zum Zitat Hu, B., Li, X. J., & Chong, P. H. J. (2018) Denoised modified incoherent signal subspace method for DOA of coherent signals. In 2018 IEEE Asia-Pacific Conference on Antennas and Propagation (APCAP), pp. 539–540. Hu, B., Li, X. J., & Chong, P. H. J. (2018) Denoised modified incoherent signal subspace method for DOA of coherent signals. In 2018 IEEE Asia-Pacific Conference on Antennas and Propagation (APCAP), pp. 539–540.
14.
Zurück zum Zitat Wang, H., & Kaveh, M. (1985). Coherent signal-subspace processing for the detection and estimation of angles of arrival of multiple wideband sources. EEE Transactions on Acoustics, Speech, and Signal Processing, 33(4), 823–831.CrossRef Wang, H., & Kaveh, M. (1985). Coherent signal-subspace processing for the detection and estimation of angles of arrival of multiple wideband sources. EEE Transactions on Acoustics, Speech, and Signal Processing, 33(4), 823–831.CrossRef
15.
Zurück zum Zitat Di Claudio, E. D., & Parisi, R. (2001). WAVES: Weighted average of signal subspaces for robust wideband direction finding. IEEE Transactions on Signal Processing, 49(10), 2179–2191.CrossRef Di Claudio, E. D., & Parisi, R. (2001). WAVES: Weighted average of signal subspaces for robust wideband direction finding. IEEE Transactions on Signal Processing, 49(10), 2179–2191.CrossRef
16.
Zurück zum Zitat Hung, H., & Kaveh, M. (1988). Focusing matrices for coherent signal-subspace processing. IEEE Transactions on Acoustics, Speech and Signal Processing, 36(8), 1272–1281.CrossRef Hung, H., & Kaveh, M. (1988). Focusing matrices for coherent signal-subspace processing. IEEE Transactions on Acoustics, Speech and Signal Processing, 36(8), 1272–1281.CrossRef
17.
Zurück zum Zitat El-Keyi, A., & Kirubarajan, T. (2008). Adaptive beamspace focusing for direction of arrival estimation of wideband signals. Signal Processing, 88(8), 2063–2077.CrossRef El-Keyi, A., & Kirubarajan, T. (2008). Adaptive beamspace focusing for direction of arrival estimation of wideband signals. Signal Processing, 88(8), 2063–2077.CrossRef
18.
Zurück zum Zitat Cao, J., Liu, Z., & Xu, Y. (2008). New algorithm requiring no preprocessing for wideband DOA estimation. In Signal Processing, 2008. ICSP 2008. 9th International Conference on, pp. 394–397. Cao, J., Liu, Z., & Xu, Y. (2008). New algorithm requiring no preprocessing for wideband DOA estimation. In Signal Processing, 2008. ICSP 2008. 9th International Conference on, pp. 394–397.
19.
Zurück zum Zitat Kulhandjian, H., Kulhandjian, M., Kim, Y., & D’Amours, C. (2018). 2-D DOA estimation of coherent wideband signals with auxiliary-vector basis. In 2018 IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1–6. Kulhandjian, H., Kulhandjian, M., Kim, Y., & D’Amours, C. (2018). 2-D DOA estimation of coherent wideband signals with auxiliary-vector basis. In 2018 IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1–6.
20.
Zurück zum Zitat Yoon, Y., Kaplan, L. M., & Mcclellan, J. H. (2006). TOPS: New DOA estimator for wideband signals. IEEE Transactions on Signal Processing, 54(6), 1977–1989.CrossRef Yoon, Y., Kaplan, L. M., & Mcclellan, J. H. (2006). TOPS: New DOA estimator for wideband signals. IEEE Transactions on Signal Processing, 54(6), 1977–1989.CrossRef
21.
Zurück zum Zitat Hayashi, H., & Ohtsuki, T. (2016). DOA estimation for wideband signals based on weighted squared TOPS. EURASIP Journal on Wireless Communications and Networking, 2016(1), 243.CrossRef Hayashi, H., & Ohtsuki, T. (2016). DOA estimation for wideband signals based on weighted squared TOPS. EURASIP Journal on Wireless Communications and Networking, 2016(1), 243.CrossRef
22.
Zurück zum Zitat Yu, H., Liu, J., Huang, Z., Zhou, Y., & Xu, X. (2007). A new method for wideband DOA estimation. In Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on, pp. 598–601. Yu, H., Liu, J., Huang, Z., Zhou, Y., & Xu, X. (2007). A new method for wideband DOA estimation. In Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on, pp. 598–601.
23.
Zurück zum Zitat Ling, W., Jihao, Y., & Tianqi, C. (2008). New direction of arrival estimation method for wideband coherent signals. Journal of Systems Engineering and Electronics, 19(3), 473–478.CrossRef Ling, W., Jihao, Y., & Tianqi, C. (2008). New direction of arrival estimation method for wideband coherent signals. Journal of Systems Engineering and Electronics, 19(3), 473–478.CrossRef
24.
Zurück zum Zitat Zhang, J., Mao, Y. X., & Zhang, J. Y. (2013). New DOA estimation method for wideband coherent signals in the presence of correlated noise. Applied Mechanics and Materials, 263, 157–161. Zhang, J., Mao, Y. X., & Zhang, J. Y. (2013). New DOA estimation method for wideband coherent signals in the presence of correlated noise. Applied Mechanics and Materials, 263, 157–161.
25.
Zurück zum Zitat Yamada, H., Shirai, S., & Yamaguchi, Y. (2014). Wideband DOA estimation technique for correlated sources. In Antennas and Propagation (ISAP), 2014 International Symposium on, pp. 27–28. Yamada, H., Shirai, S., & Yamaguchi, Y. (2014). Wideband DOA estimation technique for correlated sources. In Antennas and Propagation (ISAP), 2014 International Symposium on, pp. 27–28.
26.
Zurück zum Zitat Cadzow, J. A. (1990). Multiple source location-the signal subspace approach. IEEE Transactions on Acoustics, Speech, and Signal Processing, 38(7), 1110–1125.CrossRef Cadzow, J. A. (1990). Multiple source location-the signal subspace approach. IEEE Transactions on Acoustics, Speech, and Signal Processing, 38(7), 1110–1125.CrossRef
27.
Zurück zum Zitat Totarong, P., & El-Jaroudi, A. (1993). Robust high-resolution direction-of-arrival estimation via signal eigenvector domain. IEEE Journal of Oceanic Engineering, 18(4), 491–499.CrossRef Totarong, P., & El-Jaroudi, A. (1993). Robust high-resolution direction-of-arrival estimation via signal eigenvector domain. IEEE Journal of Oceanic Engineering, 18(4), 491–499.CrossRef
28.
Zurück zum Zitat Hua, Y. (1992). Estimating two-dimensional frequencies by matrix enhancement and matrix pencil. IEEE Transactions on Signal Processing, 40(9), 2267–2280.CrossRef Hua, Y. (1992). Estimating two-dimensional frequencies by matrix enhancement and matrix pencil. IEEE Transactions on Signal Processing, 40(9), 2267–2280.CrossRef
29.
Zurück zum Zitat Yang, L., Jiao, Z., Kang, X., Song, G., & Suonan, J. (2016). Adaptive algorithm for estimating power frequency phasors using dynamic window length. IET Generation, Transmission & Distribution, 10(14), 3423–3430.CrossRef Yang, L., Jiao, Z., Kang, X., Song, G., & Suonan, J. (2016). Adaptive algorithm for estimating power frequency phasors using dynamic window length. IET Generation, Transmission & Distribution, 10(14), 3423–3430.CrossRef
30.
Zurück zum Zitat Shi-Wei, G., & Zheng, B. (1987). Data-based matrix decomposition technique for high-resolution array processing of coherent signals. Electronics Letters, 23(12), 643–645.CrossRef Shi-Wei, G., & Zheng, B. (1987). Data-based matrix decomposition technique for high-resolution array processing of coherent signals. Electronics Letters, 23(12), 643–645.CrossRef
31.
Zurück zum Zitat Xiang, Q., Cao, H., & So, H. C. (2016). Fast and accurate estimator for two-dimensional cisoids based on QR decomposition. Signal Processing, 120, 553–561.CrossRef Xiang, Q., Cao, H., & So, H. C. (2016). Fast and accurate estimator for two-dimensional cisoids based on QR decomposition. Signal Processing, 120, 553–561.CrossRef
32.
Zurück zum Zitat Sellone, F. (2006). Robust auto-focusing wideband DOA estimation. Signal Processing, 86(1), 17–37.CrossRef Sellone, F. (2006). Robust auto-focusing wideband DOA estimation. Signal Processing, 86(1), 17–37.CrossRef
33.
Zurück zum Zitat Qian, C., Huang, L., Xiao, Y., & So, H.-C. (2015). Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise. Signal Processing, 111, 170–178.CrossRef Qian, C., Huang, L., Xiao, Y., & So, H.-C. (2015). Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise. Signal Processing, 111, 170–178.CrossRef
Metadaten
Titel
A New Eigen-Structure Based DOA Estimation Method for Wideband Coherent Signals
verfasst von
Abbas Fathtabar
Ali Akbar Khazaei
Asadallah Ghezelbigloo
Publikationsdatum
03.01.2021
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2021
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-020-07884-0

Weitere Artikel der Ausgabe 2/2021

Wireless Personal Communications 2/2021 Zur Ausgabe

Neuer Inhalt