Vol. 139
Latest Volume
All Volumes
PIER 180 [2024] PIER 179 [2024] PIER 178 [2023] PIER 177 [2023] PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
2013-04-17
Performance Evaluation of Dft Beamformers for Broadband Antenna Array Processing
By
Progress In Electromagnetics Research, Vol. 139, 57-86, 2013
Abstract
Broadband beamforming has been an important issue on antenna array processing due to many practical demands on communication, radar, or sonar applications. Although several effects deteriorating array performance have been addressed for narrowband beamforming, few of them are considered for the broadband scenario. Besides, the definition of output signal-to-interference plus noise ratio (SINR) and the way to simulate broadband signal sources are usually vague, which further obstructs the development of broadband beamforming. In this paper, the performance of discrete Fourier transform (DFT) beamformers operating in block processing and sliding window modes are investigated when the correlation matrices are known or estimated by finite data samples. The output SINR of DFT beamformers is well-defined, and the generation of broadband signals is clearly introduced. Simulation results with respect to the signal bandwidth, the number of frequency bins, and the number of data samples are presented for illustration and comparison.
Citation
Yen Lin Chen, and Ju-Hong Lee, "Performance Evaluation of Dft Beamformers for Broadband Antenna Array Processing," Progress In Electromagnetics Research, Vol. 139, 57-86, 2013.
doi:10.2528/PIER13021604
References

1. Gu, Y. J., Z.-G. Shi, K. S. Chen, and Y. Li, "Robust adaptive beamforming for a class of Gaussian steering vector mismatch," Progress In Electromagnetics Research, Vol. 81, 315-328, 2008.
doi:10.2528/PIER08010202

2. Mestre, X. and M. A. Lagunas, "Finite sample size effect on minimum variance beamformers: optimum diagonal loading factor for large arrays," IEEE Trans. Signal Process., Vol. 54, No. 1, 69-82, Jan. 2006.
doi:10.1109/TSP.2005.861052

3. Li, W.-X., Y.-P. Li, and W.-H. Yu, "On adaptive beamforming for coherent interference suppression via virtual antenna array," Progress In Electromagnetics Research, Vol. 125, 165-184, 2012.
doi:10.2528/PIER12010802

4. Lee, J.-H. and Y.-L. Chen, "Performance analysis of antenna array beamformers with mutual coupling effects," Progress In Electromagnetics Research B, Vol. 33, 291-315, 2011.
doi:10.2528/PIERB11052802

5. Chang, L. and C.-C. Yeh, "Performance of DMI and eigenspace-based beamformers," IEEE Trans. Antennas Propag., Vol. 40, No. 11, 1336-1347, Nov. 1992.
doi:10.1109/8.202711

6. Carlson, B. D., "Covariance matrix estimation errors and diagonal loading in adaptive arrays," IEEE Trans. Aerosp. Electron. Syst., Vol. 24, No. 4, 397-401, Jul. 1988.
doi:10.1109/7.7181

7. Chen, Y.-L. and J.-H. Lee, "Finite data performance analysis of LCMV antenna array beamformers with and without signal blocking," Progress In Electromagnetics Research, Vol. 130, 281-317, 2012.

8. Pillai, S. U., Array Signal Processing, Springer-Verlag, New York, 1989.

9. Rennie, L. L., "The TAP III beamforming system," IEEE J. Ocean. Eng., Vol. 6, No. 1, 18-25, Jan. 1981.
doi:10.1109/JOE.1981.1145478

10. Guerci, J. R., J. S. Goldstein, and I. S. Reed, "Optimal and adaptive reduced-rank STAP," IEEE Trans. Aerosp. Electron. Syst., Vol. 36, No. 2, 647-663, Apr. 2000.
doi:10.1109/7.845255

11. Tuan, D.-H. and P. Russer, "Signal processing for wideband smart antenna array applications," IEEE Microw. Mag., Vol. 5, No. 1, 57-67, Mar. 2004.
doi:10.1109/MMW.2004.1284944

12. Spriet, A., M. Moonen, and J. Wouters, "Robustness analysis of multichannel Wiener filtering and generalized sidelobe cancellation for multimicrophone noise reduction in hearing aid applications," IEEE Trans. Speech Audio Process., Vol. 13, No. 4, 487-503, Jul. 2005.
doi:10.1109/TSA.2005.845821

13. Compton, R. T., Adaptive Antennas, Prentice Hall, New Jersey, 1988.

14. Monzingo, R. A. and T. W. Miller, Introduction to Adaptive Arrays, John Wiley & Sons, New York, 1980.

15. Van Veen, B. D. and K. M. Buckley, "Beamforming: A versatile approach to spatial filtering," IEEE ASSP Magazine, Vol. 5, No. 2, 4-24, Apr. 1988.
doi:10.1109/53.665

16. Liu, W., "Adaptive wideband beamforming with sensor delay-lines," Signal Processing, Vol. 89, 876-882, 2009.
doi:10.1016/j.sigpro.2008.11.005

17. Lin, M., W. Liu, and R. J. Langley, "Performance analysis of an adaptive broadband beamformer based on a two-element linear array with sensor delay-line processing," Signal Processing, Vol. 90, 269-281, 2010.
doi:10.1016/j.sigpro.2009.06.016

18. Frost, O. L., "An algorithm for linearly constrained adaptive array processing," Proc. IEEE, Vol. 60, No. 8, 926-935, Aug. 1972.
doi:10.1109/PROC.1972.8817

19. Liu, W. and S. Weiss, Wideband Beamforming: Concepts and Techniques, Wiley, Chichester, UK, 2010.

20. Wang, B. H., H. T. Hui, and M. S. Leong, "Optimal wideband beamforming for uniform linear arrays based on frequency-domain MISO system identification," IEEE Trans. Antennas Propag., Vol. 58, No. 8, 2580-2587, Aug. 2010.
doi:10.1109/TAP.2010.2050428

21. Zhao, Y., W. Liu, and R. J. Langley, "Adaptive wideband beamforming with frequency invariance constraints," IEEE Trans. Antennas Propag., Vol. 59, No. 4, 1175-1184, Apr. 2011.
doi:10.1109/TAP.2011.2110630

22. Hossain, M. S., G. N. Milford, M. C. Reed, and L. C. Godara, "Efficient robust broadband antenna array processor in the presence of look direction errors," IEEE Trans. Antennas Propag., Vol. 61, No. 2, 718-727, Feb. 2013.
doi:10.1109/TAP.2012.2225014

23. Godara, L. C., "Application of the fast Fourier transform to broadband beamforming," J. Acoust. Soc. Am., Vol. 98, No. 1, 230-240, Jul. 1995.
doi:10.1121/1.413765

24. Godara, L. C. and M. R. Sayyah Jahromi, "Limitations and capabilities of frequency domain broadband constrained beamforming schemes," IEEE Trans. Signal Process., Vol. 47, No. 9, 2386-2395, Sep. 1999.
doi:10.1109/78.782182

25. Godara, L. C. and M. R. Sayyah Jahromi, "Convolution constraints for broadband antenna arrays," IEEE Trans. Antennas Propag., Vol. 55, No. 11, 3146-3154, Nov. 2007.
doi:10.1109/TAP.2007.908823

26. Kamiya, Y. and Y. Karasawa, "Performance comparison and improvement in adaptive arrays based on time- and frequency-domain signal processing," Electronics and Communications in Japan (Part III: Fundamental Electronic Science), Vol. 85, No. 9, 35-42, 2002.
doi:10.1002/ecjc.1117

27. Zhang, Y., K. Yang, M. G. Amin, and Y. Karasawa, "Performance analysis of subband arrays," IEICE Trans. Commun., Vol. E84-B, No. 9, 2507-2515, Sep. 2001.

28. Zhang, Y., K. Yang, and M. G. Amin, "Subband array implementations for space-time adaptive processing," EURASIP J. Appl. Signal Process., Vol. 2005, No. 1, 99-111, 2005.
doi:10.1155/ASP.2005.99

29. Compton, R. T., "The relationship between tapped delay-line and FFT processing in adaptive arrays," IEEE Trans. Antennas Propag., Vol. 36, No. 1, 15-26, Jan. 1988.
doi:10.1109/8.1070

30. Van Trees, H. L., Optimum Array Processing, John Wiley & Sons, New York, 2002.

31. Haykin, S., Communication Systems, John Wiley & Sons, New Jersey, 2001.

32. Scheuer, E. M. and D. S. Stoller, "On the generation of normal random vectors," Technometrics, Vol. 4, No. 2, 278-281, 1962.
doi:10.1080/00401706.1962.10490011

33. Grigoriu, M., "Simulation of stationary process via a sampling theorem," Journal of Sound and Vibration, Vol. 166, No. 2, 301-313, 1993.
doi:10.1006/jsvi.1993.1298

34. Miller, S. L. and S. L., Probability and Random Processes with Applications to Signal Processing and Communications, Elsevier, Boston, 2004.