Angle of Arrival Estimation Using Maximum Likelihood Method
Multiple-input multiple-output (MIMO) radar has
received increasing attention in recent years. MIMO radar has many
advantages over conventional phased array radar such as target
detection,resolution enhancement, and interference suppression. In
this paper, the results are presented from a simulation study of MIMO
uniformly-spaced linear array (ULA) antennas. The performance is
investigated under varied parameters, including varied array size,
pseudo random (PN) sequence length, number of snapshots, and
signal to noise ratio (SNR). The results of MIMO are compared to a
traditional array antenna.
[1] Amin G. Jaffer “Maximum Likelihood Direction Finding of Stochastic
Sources: A Separable Solution” IEEE ICASSP Conference, 1998.
[2] R. O. Schmidt “Multiple Emitter Location and Signal Parameter
Estimation” Proceedings of RADC Spectrum Estimation Workshop,
Rome, NY, 1979.
[3] H. K. Hwang, and et al. “Direction of Arrival Estimation using
Innovative Signal Processing” International Signal Processing
Conference, 2006.
[4] Hatke, Gary, and Keith Forsythe “A Class of Polynomial Rooting
Algorithms for Joint Azimuth/Elevation Estimation Using
Multidimensional Arrays.” 28th Asilomar Conference on Signals,
Systems and Computers, p 694–699, 1994.
[5] R. Roy, T. Kailath, “ESPRIT-estimation of signal parameters via
rotational invariance techniques” IEEE Transactions on Acoustics,
Speech and Signal Processing, 1989.
[6] M. Grice, J. Rodenkirch, A. Yakovlev, H. K. Hwang, Z. Aliyazicioglu,
Anne Lee “Direction of Arrival Estimation using Advanced Signal
Processing” IEEE RAST Conference, 2007.
[7] H. K. Hwang, Z. Aliyazicioglu, M. Grice, A. Yakovlev, P.
Lu,“Direction of Arrival Estimation using Polynomial Root Intersection
for Multidimensional Estimation (PRIME)” IMECS Conference, 2008.
[8] J. Bermudez, R. C. Chin, P. Davoodian, A. T. Yin Lok, Z. Aliyazicioglu,
H. K. Hwang, “Simulation Study on DOA Estimation using ESPRIT
Algorithm” WCECS Conference 2009.
[9] A. T. Yin Lok , Z. Aliyazicioglu, H.K. Hwang, “Performance Analysis
of Multiple Signal Detection using ESPRIT Algorithm” IEEE
International Signal Processing Conference, 2010.
[10] Andrew Im, Daniel Kerr, Hung Lu, Solomon Wu, Zekeriya
Aliyazicioglu, H. K. Hwang “Angle of Arrival Estimation using MIMO
Array Antenna” IEEE Ocean Conference, 2013.
[11] Jian Li, Petre Stoica “MIMO Radar Signal Processing” Wiley, 2009.
[12] Chun-Yang Chen “Signal Processing Algorithms for MIMO Radar
Signal Processing Algorithms for MIMO Radar Cal Tech Thesis, 2009.
[1] Amin G. Jaffer “Maximum Likelihood Direction Finding of Stochastic
Sources: A Separable Solution” IEEE ICASSP Conference, 1998.
[2] R. O. Schmidt “Multiple Emitter Location and Signal Parameter
Estimation” Proceedings of RADC Spectrum Estimation Workshop,
Rome, NY, 1979.
[3] H. K. Hwang, and et al. “Direction of Arrival Estimation using
Innovative Signal Processing” International Signal Processing
Conference, 2006.
[4] Hatke, Gary, and Keith Forsythe “A Class of Polynomial Rooting
Algorithms for Joint Azimuth/Elevation Estimation Using
Multidimensional Arrays.” 28th Asilomar Conference on Signals,
Systems and Computers, p 694–699, 1994.
[5] R. Roy, T. Kailath, “ESPRIT-estimation of signal parameters via
rotational invariance techniques” IEEE Transactions on Acoustics,
Speech and Signal Processing, 1989.
[6] M. Grice, J. Rodenkirch, A. Yakovlev, H. K. Hwang, Z. Aliyazicioglu,
Anne Lee “Direction of Arrival Estimation using Advanced Signal
Processing” IEEE RAST Conference, 2007.
[7] H. K. Hwang, Z. Aliyazicioglu, M. Grice, A. Yakovlev, P.
Lu,“Direction of Arrival Estimation using Polynomial Root Intersection
for Multidimensional Estimation (PRIME)” IMECS Conference, 2008.
[8] J. Bermudez, R. C. Chin, P. Davoodian, A. T. Yin Lok, Z. Aliyazicioglu,
H. K. Hwang, “Simulation Study on DOA Estimation using ESPRIT
Algorithm” WCECS Conference 2009.
[9] A. T. Yin Lok , Z. Aliyazicioglu, H.K. Hwang, “Performance Analysis
of Multiple Signal Detection using ESPRIT Algorithm” IEEE
International Signal Processing Conference, 2010.
[10] Andrew Im, Daniel Kerr, Hung Lu, Solomon Wu, Zekeriya
Aliyazicioglu, H. K. Hwang “Angle of Arrival Estimation using MIMO
Array Antenna” IEEE Ocean Conference, 2013.
[11] Jian Li, Petre Stoica “MIMO Radar Signal Processing” Wiley, 2009.
[12] Chun-Yang Chen “Signal Processing Algorithms for MIMO Radar
Signal Processing Algorithms for MIMO Radar Cal Tech Thesis, 2009.
@article{"International Journal of Electrical, Electronic and Communication Sciences:70824", author = "H. K. Hwang and Zekeriya Aliyazicioglu and Solomon Wu and Hung Lu and Nick Wilkins and Daniel Kerr", title = "Angle of Arrival Estimation Using Maximum Likelihood Method", abstract = "Multiple-input multiple-output (MIMO) radar has
received increasing attention in recent years. MIMO radar has many
advantages over conventional phased array radar such as target
detection,resolution enhancement, and interference suppression. In
this paper, the results are presented from a simulation study of MIMO
uniformly-spaced linear array (ULA) antennas. The performance is
investigated under varied parameters, including varied array size,
pseudo random (PN) sequence length, number of snapshots, and
signal to noise ratio (SNR). The results of MIMO are compared to a
traditional array antenna.
", keywords = "Multiple-input multiple-output (MIMO) radar,
phased array antenna, target detection, radar signal processing.", volume = "8", number = "3", pages = "654-4", }
