Skip to main content
Erschienen in: Wireless Personal Communications 3/2015

01.04.2015

Joint Estimation of Angle and Polarization for Bistatic MIMO Radar with Polarization Sensitive Array Using Dimension Reduction MUSIC

verfasst von: Ming Zhou, Xiaofei Zhang

Erschienen in: Wireless Personal Communications | Ausgabe 3/2015

Einloggen

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

search-config
loading …

Abstract

In this paper, we propose a new blind direction-of-departure (DOD), direction-of-arrival (DOA) and polarization estimation algorithm for bistatic polarimetric multiple-input multiple-output radar using dimension reduction multiple signal classification. The proposed algorithm obtains the initial estimation of DOD via the signal subspace, then utilizes one-dimension (1-D) local searching to estimate more accurate DOD according to the initial estimation of DOD, and finally joint estimates DOA and polarization by means of the receive polarization steering vector. The proposed algorithm, which convert multiple-dimension peak searching to 1-D local searching, can avoid the high computation cost. Simulation results show that the proposed algorithm has better angle and polarization parameter estimation performance than both estimation of signal parameters via rotational invariance technique algorithm and trilinear decomposition algorithm. Furthermore, the proposed algorithm can obtain automatically paired multi-dimensional parameter estimation.

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 Fishler, E., Haimovich, A., & Blum, R.S., et al. (2004). MIMO radar: An idea whose time has come. In Proceedings of IEEE radar conference (pp. 71–78). Fishler, E., Haimovich, A., & Blum, R.S., et al. (2004). MIMO radar: An idea whose time has come. In Proceedings of IEEE radar conference (pp. 71–78).
2.
Zurück zum Zitat Wu, X. H., Kishk, A. A., & Glisson, A. W. (2010). MIMO-OFDM radar for direction estimation. IET Radar, Sonar & Navigation, 4(1), 28–36.CrossRef Wu, X. H., Kishk, A. A., & Glisson, A. W. (2010). MIMO-OFDM radar for direction estimation. IET Radar, Sonar & Navigation, 4(1), 28–36.CrossRef
3.
Zurück zum Zitat Li, J., & Stoica, P. (2007). MIMO radar with colocated antennas. Signal Processing Magazine, IEEE, 24(5), 106–114.CrossRef Li, J., & Stoica, P. (2007). MIMO radar with colocated antennas. Signal Processing Magazine, IEEE, 24(5), 106–114.CrossRef
4.
Zurück zum Zitat Li, J., Stoica, P., Xu, L., et al. (2007). On parameter identifiability of MIMO radar. IEEE Signal Processing Letters, 14(12), 968–971.CrossRef Li, J., Stoica, P., Xu, L., et al. (2007). On parameter identifiability of MIMO radar. IEEE Signal Processing Letters, 14(12), 968–971.CrossRef
5.
Zurück zum Zitat Godrich, H., Haimovich, A. M., & Blum, R. S. (2010). Target localization accuracy gain in MIMO radar-based systems. IEEE Transactions on Information Theory, 56(6), 2783–2803.CrossRefMathSciNet Godrich, H., Haimovich, A. M., & Blum, R. S. (2010). Target localization accuracy gain in MIMO radar-based systems. IEEE Transactions on Information Theory, 56(6), 2783–2803.CrossRefMathSciNet
6.
Zurück zum Zitat Duofang, C., Baixiao, C., & Guodong, Q. (2008). Angle estimation using ESPRIT in MIMO radar. Electronics Letters, 44(12), 770–771.CrossRef Duofang, C., Baixiao, C., & Guodong, Q. (2008). Angle estimation using ESPRIT in MIMO radar. Electronics Letters, 44(12), 770–771.CrossRef
7.
Zurück zum Zitat Chen, J. L., Gu, H., & Su, W. M. (2008). Angle estimation using ESPRIT without pairing in MIMI radar. Electronics Letters, 44(24), 1422–1423.CrossRef Chen, J. L., Gu, H., & Su, W. M. (2008). Angle estimation using ESPRIT without pairing in MIMI radar. Electronics Letters, 44(24), 1422–1423.CrossRef
8.
Zurück zum Zitat Jin, M., Liao, G., & Li, J. (2009). Joint DOD and DOA estimation for bistatic MIMO radar. Signal Processing, 89(2), 244–251.CrossRefMATH Jin, M., Liao, G., & Li, J. (2009). Joint DOD and DOA estimation for bistatic MIMO radar. Signal Processing, 89(2), 244–251.CrossRefMATH
9.
Zurück zum Zitat Zhang, X., Xu, Z., Xu, L., et al. (2001). Trilinear decomposition-based transmit angle and receive angle estimation for multiple-input multiple-output radar. IET Radar, Sonar & Navigation, 5(6), 626–631.CrossRef Zhang, X., Xu, Z., Xu, L., et al. (2001). Trilinear decomposition-based transmit angle and receive angle estimation for multiple-input multiple-output radar. IET Radar, Sonar & Navigation, 5(6), 626–631.CrossRef
10.
Zurück zum Zitat Nion, D., & Sidiropoulous, N. D. (2009). Adaptive algorithms to track the PARAFAC decomposition of a third-order tensor. IEEE Transactions on Signal Processing, 57(6), 2299–2310.CrossRefMathSciNet Nion, D., & Sidiropoulous, N. D. (2009). Adaptive algorithms to track the PARAFAC decomposition of a third-order tensor. IEEE Transactions on Signal Processing, 57(6), 2299–2310.CrossRefMathSciNet
11.
Zurück zum Zitat Gao, X., Zhang, X., Feng, G., et al. (2009). On the MUSIC-derived approaches of angle estimation for bistatic MIMO radar. In WNIS’09. International conference on wireless networks and information systems (pp. 343–346). Gao, X., Zhang, X., Feng, G., et al. (2009). On the MUSIC-derived approaches of angle estimation for bistatic MIMO radar. In WNIS’09. International conference on wireless networks and information systems (pp. 343–346).
12.
Zurück zum Zitat Yan, H., Li, J., & Liao, G. (2008). Multitargey identification and localization using bistatic MIMO radar systems. EURASIP Journal on Advances in Signal Processing. Article ID283483, 1–8. Yan, H., Li, J., & Liao, G. (2008). Multitargey identification and localization using bistatic MIMO radar systems. EURASIP Journal on Advances in Signal Processing. Article ID283483, 1–8.
13.
Zurück zum Zitat Bencheikh, M.-L., & Wang, Y. (2010). Joint DOD–DOA estimation using combined ESPRIT–MUSIC approach in MIMO radar. Electronics Letters, 46(15), 1081–1083.CrossRef Bencheikh, M.-L., & Wang, Y. (2010). Joint DOD–DOA estimation using combined ESPRIT–MUSIC approach in MIMO radar. Electronics Letters, 46(15), 1081–1083.CrossRef
14.
Zurück zum Zitat Ng, J. W. P., & Manikas, A. (2005). Polarisation-sensitive array in blind MIMO CDMA system. Electronics Letters, 41(17), 49–50.CrossRef Ng, J. W. P., & Manikas, A. (2005). Polarisation-sensitive array in blind MIMO CDMA system. Electronics Letters, 41(17), 49–50.CrossRef
15.
Zurück zum Zitat Perez, J., Ibanez, J., Vielva, L., et al. (2004). Capacity estimation of polarization-diversity MIMO system in urban microcellular environments. In IEEE proceedings of the 15th international symposium on personal, indoor and mobile radio communications (Vol. 4, pp. 2730–2734). Perez, J., Ibanez, J., Vielva, L., et al. (2004). Capacity estimation of polarization-diversity MIMO system in urban microcellular environments. In IEEE proceedings of the 15th international symposium on personal, indoor and mobile radio communications (Vol. 4, pp. 2730–2734).
16.
Zurück zum Zitat Ioannis, K., & Keith, G. B. (1994). Base station polarization-sensitive adaptive antenna for mobile radio. In Third annual international conference on universal personal communications (pp. 230–235). Ioannis, K., & Keith, G. B. (1994). Base station polarization-sensitive adaptive antenna for mobile radio. In Third annual international conference on universal personal communications (pp. 230–235).
17.
Zurück zum Zitat Deng, Y., Burr, A., & White, G. (2005). Performance of MIMO systems with combined polarization multiplexing and transmit diversity. In 2006 IEEE 61st vehicular technology conference. VTC 2005-Spring (vol. 2, pp. 869–873). Deng, Y., Burr, A., & White, G. (2005). Performance of MIMO systems with combined polarization multiplexing and transmit diversity. In 2006 IEEE 61st vehicular technology conference. VTC 2005-Spring (vol. 2, pp. 869–873).
18.
Zurück zum Zitat Wong, K. T., & Zoltowski, M. D. (2000). Closed-form direction finding and polarization estimation with arbitrarily spaced electromagnetic vector-sensors at unknown locations. IEEE Transactions on Antennas and Propagation, 48(5), 671–680.CrossRef Wong, K. T., & Zoltowski, M. D. (2000). Closed-form direction finding and polarization estimation with arbitrarily spaced electromagnetic vector-sensors at unknown locations. IEEE Transactions on Antennas and Propagation, 48(5), 671–680.CrossRef
19.
Zurück zum Zitat Li, J., & Compton, R. T., Jr. (1992). Two-dimentional angle and polarization estimation using the ESPRIT Algorithm. IEEE Transactions on Antennas and Propagation, 40(5), 550–555. Li, J., & Compton, R. T., Jr. (1992). Two-dimentional angle and polarization estimation using the ESPRIT Algorithm. IEEE Transactions on Antennas and Propagation, 40(5), 550–555.
20.
Zurück zum Zitat Jiang, H., Wang, D. F., & Liu, C. (2010). Joint estimation of DOD/DOA/polarization parameters of bistatic MIMO radar. The Journal of China Universities of Posts and Telecommunications, 17(5), 32–37.CrossRef Jiang, H., Wang, D. F., & Liu, C. (2010). Joint estimation of DOD/DOA/polarization parameters of bistatic MIMO radar. The Journal of China Universities of Posts and Telecommunications, 17(5), 32–37.CrossRef
21.
Zurück zum Zitat Jiang, H., Wang, D. F., & Liu, C. (2010). Estimation of DOD and 2D-DOA and polarizations for bistatic MIMO radar. In Wireless and optical communications conference (WOCC) 2010, May 14–15, Shanghai, China. Jiang, H., Wang, D. F., & Liu, C. (2010). Estimation of DOD and 2D-DOA and polarizations for bistatic MIMO radar. In Wireless and optical communications conference (WOCC) 2010, May 14–15, Shanghai, China.
22.
Zurück zum Zitat Wang, K., Zhu, X., & He, J. (2012). Joint DOD DOA and polarization estimation for MIMO with electromagnetic vector sensor. Journal of Electronics & Information Technology, 34(1), 160–165.MATH Wang, K., Zhu, X., & He, J. (2012). Joint DOD DOA and polarization estimation for MIMO with electromagnetic vector sensor. Journal of Electronics & Information Technology, 34(1), 160–165.MATH
23.
Zurück zum Zitat Bencheikh, M. L., & Wang, Y. (2011). Combined esprit–rootmusic for DOA–DDD estimation in polarimetric bistatic MIMO radar. Progress in Electromagnetics Research Letters, 22, 109–117.CrossRef Bencheikh, M. L., & Wang, Y. (2011). Combined esprit–rootmusic for DOA–DDD estimation in polarimetric bistatic MIMO radar. Progress in Electromagnetics Research Letters, 22, 109–117.CrossRef
24.
Zurück zum Zitat Jiang, H., Zhang, Y., Li, J., et al. (2013). A PARAFAC-based algorithm for multidimensional parameter estimation in polarimetric bistatic MIMO radar. EURASIP Journal on Advances in Signal Processing, 2013(1), 1–14.CrossRef Jiang, H., Zhang, Y., Li, J., et al. (2013). A PARAFAC-based algorithm for multidimensional parameter estimation in polarimetric bistatic MIMO radar. EURASIP Journal on Advances in Signal Processing, 2013(1), 1–14.CrossRef
25.
Zurück zum Zitat Zheng, G., Yang, M., Chen, B., et al. (2012). Joint DOD/DOA and polarization estimation for interferometric MIMO radar with electromagnetic vector sensor. Journal of Electronics & Information Technology, 34(11), 2635–2641. Zheng, G., Yang, M., Chen, B., et al. (2012). Joint DOD/DOA and polarization estimation for interferometric MIMO radar with electromagnetic vector sensor. Journal of Electronics & Information Technology, 34(11), 2635–2641.
26.
Zurück zum Zitat Zhang, X., Xu, L., Xu, L., et al. (2010). Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC. IEEE Communications Letters, 14(12), 1161–1163.CrossRef Zhang, X., Xu, L., Xu, L., et al. (2010). Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC. IEEE Communications Letters, 14(12), 1161–1163.CrossRef
27.
Zurück zum Zitat Xu, Z., Wang, X., Xiao, S., et al. (2004). Filtering performance of polarization sensitive array: Completely polarized case. Acta Electronica Sinica, 32(8), 1310–1313. Xu, Z., Wang, X., Xiao, S., et al. (2004). Filtering performance of polarization sensitive array: Completely polarized case. Acta Electronica Sinica, 32(8), 1310–1313.
28.
Zurück zum Zitat Li, J. (1993). Direction and polarization estimation using arrays with small loops and short dipoles. IEEE Transactions on Antennas and Propagation, 41(3), 379–387.CrossRef Li, J. (1993). Direction and polarization estimation using arrays with small loops and short dipoles. IEEE Transactions on Antennas and Propagation, 41(3), 379–387.CrossRef
29.
Zurück zum Zitat Zoltowski, M. D., & Wong, K. T. (2000). ESPRIT-based 2-D direction finding with a sparse uniform array of electromagnetic vector sensors. IEEE Transactions on Signal Processing, 48(8), 2195–2204.CrossRef Zoltowski, M. D., & Wong, K. T. (2000). ESPRIT-based 2-D direction finding with a sparse uniform array of electromagnetic vector sensors. IEEE Transactions on Signal Processing, 48(8), 2195–2204.CrossRef
30.
Zurück zum Zitat Stoica, P., & Nehorai, A. (1990). Performance study of conditional and unconditional direction-of-arrival estimation. IEEE Transactions on Signal Processing, 38(10), 1783–1795.CrossRefMATH Stoica, P., & Nehorai, A. (1990). Performance study of conditional and unconditional direction-of-arrival estimation. IEEE Transactions on Signal Processing, 38(10), 1783–1795.CrossRefMATH
31.
Zurück zum Zitat Wax, M., & Kailath, T. (1985). Detection of the signals by information theoretic criteria. IEEE Transactions on ASSP, 33(2), 387–392.CrossRefMathSciNet Wax, M., & Kailath, T. (1985). Detection of the signals by information theoretic criteria. IEEE Transactions on ASSP, 33(2), 387–392.CrossRefMathSciNet
32.
Zurück zum Zitat Di, A. (1985). Multiple sources location—A matrix decomposition approach. IEEE Transactions on ASSP, 35(4), 1086–1091. Di, A. (1985). Multiple sources location—A matrix decomposition approach. IEEE Transactions on ASSP, 35(4), 1086–1091.
33.
Zurück zum Zitat Shan, T. J., Paulray, A., & Kailath, T. (1987). On smoothed rand profile tests in eigen structure methods for direction-of-arrival estimation. IEEE Transactions on ASSP, 35(10), 1377–1385.CrossRef Shan, T. J., Paulray, A., & Kailath, T. (1987). On smoothed rand profile tests in eigen structure methods for direction-of-arrival estimation. IEEE Transactions on ASSP, 35(10), 1377–1385.CrossRef
Metadaten
Titel
Joint Estimation of Angle and Polarization for Bistatic MIMO Radar with Polarization Sensitive Array Using Dimension Reduction MUSIC
verfasst von
Ming Zhou
Xiaofei Zhang
Publikationsdatum
01.04.2015
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2015
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-014-2187-z

Weitere Artikel der Ausgabe 3/2015

Wireless Personal Communications 3/2015 Zur Ausgabe