Optimizing the performance of beamforming methods with high-resolution accuracy in a four-element array

As we know, the basis of some beamforming methods is the initial estimation of the input angle, so before applying these techniques, it is necessary to determine the angle of entry of signals into the array. As a result, estimating the input angle of the received waves is very important. In this paper, using the data of a four-element array as well as the data obtained from the electromagnetic simulation software of wired antennas, the performance of MUSIC, ROOT-MUSIC and ESPRIT algorithms is evaluated in real arrays and compared with the performance of this algorithms are discussed in the ideal array. The results show a decrease in the performance of these algorithms in real arrays compared to ideal arrays. This problem is due to the mutual coupling effect between the array elements in actual conditions, so it is necessary to compensate for the mutual coupling effect in practice.

[1]  Qiang Li,et al.  Accurate DOA Estimation for Large-Scale Uniform Circular Array Using a Single Snapshot , 2019, IEEE Communications Letters.

[2]  Arjuna Madanayake,et al.  Array signal processing and systems , 2018, Multidimens. Syst. Signal Process..

[3]  Yongbo Zhao,et al.  Novel DOAs estimation method based on Doppler aided Chinese remainder theorem with all phase DFT for multiple targets in sparse array , 2020 .

[4]  Jerry M. Mendel,et al.  Applications of cumulants to array processing. Part VI. Polarization and direction of arrival estimation with minimally constrained arrays , 1999, IEEE Trans. Signal Process..

[5]  M. Viberg,et al.  Two decades of array signal processing research: the parametric approach , 1996, IEEE Signal Process. Mag..

[6]  Arab Emirates,et al.  United Arab Emirates. , 2021, Department of State publication. Background notes series.

[8]  Mahmoud Mohanna,et al.  Optimization of MUSIC algorithm for angle of arrival estimation in wireless communications , 2013 .

[9]  Anne Ferréol,et al.  A new expression of the asymptotic performances of Maximum Likelihood DOA estimation method with modeling errors , 2004, 2004 12th European Signal Processing Conference.

[10]  Chiao-En Chen,et al.  Stochastic Maximum-Likelihood DOA Estimation in the Presence of Unknown Nonuniform Noise , 2008, IEEE Trans. Signal Process..

[11]  Sebastian Pazos,et al.  On Sparse Methods for Array Signal Processing in the Presence of Interference , 2015, IEEE Antennas and Wireless Propagation Letters.

[12]  H. Vincent Poor,et al.  An Introduction to Signal Detection and Estimation , 1994, Springer Texts in Electrical Engineering.

[13]  Bjorn Ottersten,et al.  16 Subspace methods for directions-of-arrival estimation , 1993, Signal Processing and its Applications.

[14]  Pooja Gupta,et al.  MUSIC and improved MUSIC algorithm to estimate direction of arrival , 2015, 2015 International Conference on Communications and Signal Processing (ICCSP).

[15]  Jie Pan,et al.  Low Complexity Beamspace Super Resolution for DOA Estimation of Linear Array , 2020, Sensors.

[16]  Guolin Li,et al.  DOA Estimation of Coherent Signals Based on Direct Data Domain Under Unknown Mutual Coupling , 2014, IEEE Antennas and Wireless Propagation Letters.

[17]  D. Vakula,et al.  Performance comparision of MUSIC and ESPRIT algorithms in presence of coherent signals for DoA estimation , 2017, 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA).

[18]  Pei-Jung Chung,et al.  DOA Estimation Methods and Algorithms , 2014 .

[19]  Chao Liu,et al.  Research on High Resolution Algorithm of Sound Source Localization Based on Microphone Array , 2019, 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP).

[20]  K. Manjunathachari,et al.  DOA estimation of a system using MUSIC method , 2015, 2015 International Conference on Signal Processing and Communication Engineering Systems.

[21]  Junpeng Shi,et al.  Nested MIMO Radar: Coarrays, Tensor Modeling, and Angle Estimation , 2021, IEEE Transactions on Aerospace and Electronic Systems.

[22]  Saeid Balaneshin Kordan,et al.  A novel wideband spectrum sensing algorithm for cognitive radio networks based on DOA estimation model , 2012, 6th International Symposium on Telecommunications (IST).

[23]  Lajos Nagy,et al.  Target modeling, antenna array design and conventional beamforming algorithms for radar target DOA estimation , 2015, 2015 17th International Conference on Transparent Optical Networks (ICTON).

[24]  Pooja Gupta,et al.  Angle of arrival detection by ESPRIT method , 2017, 2017 International Conference on Communication and Signal Processing (ICCSP).

[25]  M. Frikel,et al.  An Application of Sensor Array Processing in Characterizing One Dimensional Surface Roughness , 2017 .

[26]  V.I. Vasylyshyn,et al.  Antenna array signal processing with high-resolution by modified beamspace music algorithm , 2007, 2007 6th International Conference on Antenna Theory and Techniques.

[27]  Weihua Cong,et al.  An Azimuth High Resolution Algorithm Based on Virtual Array and Spatial Resampling , 2019, 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP).

[28]  Ting Shu,et al.  Sparse Nested Arrays With Spatially Spread Orthogonal Dipoles: High Accuracy Passive Direction Finding With Less Mutual Coupling , 2021, IEEE Transactions on Aerospace and Electronic Systems.

[29]  T. Kailath,et al.  Subspace Methods for Directions-of-Arrival Estimation , 2016 .

[30]  Siliang Wu,et al.  Robust Capon beamforming in presence of large DOA mismatch , 2013 .

[31]  Jung-Bin Kim,et al.  Impact of Mutual Coupling on Performance of DoA Estimation using MUSIC , 2018, 2018 International Conference on Information and Communication Technology Convergence (ICTC).

[32]  Rong Chai,et al.  An improved root-MUSIC algorithm and MSE analysis , 2016, 2016 International Conference on Computer, Information and Telecommunication Systems (CITS).

[33]  Novel high resolution array signal processing algorithms , 2012, 2012 6th ESA Workshop on Satellite Navigation Technologies (Navitec 2012) & European Workshop on GNSS Signals and Signal Processing.

[34]  Piotr Samczynski,et al.  Recent Advances in Array Antenna and Array Signal Processing for Radar , 2018 .

[35]  Lajos Nagy Beamforming using conventional and particle filter based algorithms for radar target DOA estimation , 2015, 2015 9th European Conference on Antennas and Propagation (EuCAP).

[36]  Mainak Mukhopadhyay,et al.  A study on DOA estimation algorithms for array processing applications , 2017, 2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN).

[37]  Xiongrong Jing,et al.  An improved fast Root-MUSIC algorithm for DOA estimation , 2012, 2012 International Conference on Image Analysis and Signal Processing.

[38]  Elias Aboutanios,et al.  Low-cost Beamforming-based DOA Estimation with Model Order Determination , 2020, 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[39]  P. Stoica,et al.  Approximate maximum likelihood DOA estimation in multiplicative noise environments , 2000, Proceedings of the 2000 IEEE Sensor Array and Multichannel Signal Processing Workshop. SAM 2000 (Cat. No.00EX410).

[40]  Petar M. Djuric,et al.  Detection and estimation of DOA's of signals via Bayesian predictive densities , 1994, IEEE Trans. Signal Process..