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2023-11-13
Optimizing Detection in MIMO OFDM Radar: Methods for Eliminating Distance-Angle Coupling in Beamforming
By
Progress In Electromagnetics Research M, Vol. 121, 39-47, 2023
Abstract
This study investigates beamforming and optimization in Multiple-Input-Multiple-Output Orthogonal-Frequency-Division-Multiplexing (MIMO OFDM) radar systems. The objective of this research is to mitigate the range-angle coupling effect in MIMO OFDM radar systems by adopting range compensation and distance-angle decoupling methods, which is to ensure that the signal processing during radar waveform formation does not impact the aforementioned coupling effect. In distance compensation, the CVX toolbox is used to minimize peak sidelobe after distance compensation is performed in the angle dimension. A mathematical model is established, and an optimal set of transmission frequencies is achieved through the use of the Alternating-Direction-Method-of-Multipliers (ADMM) algorithm in the context of distance-angle decoupling. Both methods effectively eliminate distance-angle coupling and enhance detection and identification capabilities of MIMO OFDM radar systems.
Citation
Doudou Huang, Yurong Wu, Mingliang Shen, Longshan Xu, and Jun Tang, "Optimizing Detection in MIMO OFDM Radar: Methods for Eliminating Distance-Angle Coupling in Beamforming," Progress In Electromagnetics Research M, Vol. 121, 39-47, 2023.
doi:10.2528/PIERM23080103
References

1. Cao, Yun-he, Xiang-gen Xia, and Sheng-hua Wang, "IRCI free colocated mimo radar based on sufficient cyclic prefix OFDM waveforms," IEEE Transactions on Aerospace and Electronic Systems, Vol. 51, No. 3, 2107-2120, Jul. 2015.

2. Wu, X. H., A. A. Kishk, and A. W. Glisson, "MIMO-OFDM radar for direction estimation," IET Radar, Sonar & Navigation, Vol. 4, No. 1, 28-36, 2010.

3. Bao, Dan, Guodong Qin, Jingjing Cai, and Gaogao Liu, "A precoding OFDM MIMO radar coexisting with a communication system," IEEE Transactions on Aerospace and Electronic Systems, Vol. 55, No. 4, 1864-1877, 2019.

4. Johnston, Jeremy, Luca Venturino, Emanuele Grossi, Marco Lops, and Xiaodong Wang, "MIMO OFDM dual-function radar-communication under error rate and beampattern constraints," IEEE Journal on Selected Areas in Communications, Vol. 40, No. 6, 1951-1964, 2022.

5. Friedlander, B., "On transmit beamforming for MIMO radar," IEEE Transactions on Aerospace & Electronic Systems, Vol. 48, No. 4, 3376-3388, 2012.

6. Stoica, P., J. Li, and Y. Xie, "On probing signal design for MIMO radar," IEEE Transactions on Signal Processing, Vol. 55, No. 8, 4151-4161, 2007.

7. Ahmed, Sajid, John S. Thompson, Yvan R. Petillot, and Bernard Mulgrew, "Unconstrained synthesis of covariance matrix for MIMO radar transmit beampattern," IEEE Transactions on Signal Processing, Vol. 59, No. 8, 3837-3849, 2011.

8. Skolnik, M. I., Radar Handbook, McGraw-Hill, New York, 2008.

9. Ahmed, Sajid and Mohamed-Slim Alouini, "MIMO radar transmit beampattern design without synthesising the covariance matrix," IEEE Transactions on Signal Processing, Vol. 62, No. 9, 2278-2289, 2014.

10. Imani, Sadjad, Mohammad Mahdi Nayebi, and Seyed Ali Ghorashi, "Transmit signal design in colocated MIMO radar without covariance matrix optimization," IEEE Transactions on Aerospace and Electronic Systems, Vol. 53, No. 5, 2178-2186, 2017.

11. Bouchoucha, Taha, Sajid Ahmed, Tareq Al-Naffouri, and Mohamed-Slim Alouini, "DFT-based closed-form covariance matrix and direct waveforms design for MIMO radar to achieve desired beampatterns," IEEE Transactions on Signal Processing, Vol. 65, No. 8, 2104-2113, 2017.

12. Antonik, P., M. C. Wicks, H. D. Griffiths, and C. J. Baker, "Frequency diverse array radars," IEEE Conference on Radar, Vol. 3, 2006.

13. Antonik, P., M.C. Wicks, H. D. Griffiths, and C. J. Baker, "Multi-mission multi-mode waveform diversity," IEEE Conference on Radar, Vol. 3, Verona, NY, USA, 2006.

14. Antonik, P., M. C. Wicks, H. D. Griffiths, and C. J. Baker, "Range-dependent beamforming using element level waveform diversity," 2006 International Waveform Diversity & Design Conference, Vol. 3, 1-6, Lihue, HI, USA, 2006.

15. Secmen, Mustafa, Simsek Demir, Altunkan Hizal, and Taylan Eker, "Frequency diverse array antenna with periodic time modulated pattern in range and angle," 2007 IEEE Radar Conference, 2007.

16. Huang, Jingjing and Kin-Fai Tong, C.J. Baker, "Frequency diverse array with beam scanning feature," 2008 IEEE Antennas and Propagation Society International Symposium, San Diego, CA, USA, 2008.

17. Huang, Jingjing and Kin-Fai Tong, Karl Woodbridge, Chris Baker, "Frequency diverse array: Simulation and design," 2009 IEEE Radar Conference, Pasadena, CA, USA, 2009.

18. Sammartino, P. F., C. J. Baker, and H. D. Griffiths, "Frequency diverse MIMO techniques for radar," IEEE Transactions on Aerospace and Electronic Systems, Vol. 49, No. 1, 201-222, 2013.

19. Sammartino, P. F. and C. J. Baker, H. D. Griffiths, "Range-angle dependent waveform," 2010 IEEE Radar Conference, Arlington, VA, USA, 2010.

20. Wang, Wen-Qin and Huaizong Shao, "Range-angle localization of targets by a double-pulse frequency diverse array radar," IEEE Journal of Selected Topics in Signal Processing, Vol. 8, No. 1, 106-114, 2014.

21. Khan, Waseem and Ijaz Mansoor Qureshi, "Frequency diverse array radar with time-dependent frequency offset," IEEE Antennas and Wireless Propagation Letters, Vol. 13, 758-761, 2014.

22. Wang, Wen-Qin, "Subarray-based frequency diverse array for target range-angle estimation," IEEE Transactions on Aerospace and Electronic Systems, Vol. 50, No. 4, 3057-3067, 2014.

23. Wang, Yongbing, Wen-Qin Wang, Hui Chen, and Huaizong Shao, "Optimal frequency diverse array design with Cramér-Rao lower bound minimization," IEEE Antennas and Wireless Propagation Letters, Vol. 14, 1188-1191, 2015.

24. Xiong, Jie, Wen-Qin Wang, Huaizong Shao, and Hui Chen, "Frequency diverse array transmit beampattern optimization with genetic algorithm," IEEE Antennas and Wireless Propagation Letters, Vol. 16, 469-472, 2017.

25. Xiong, Jie, Wen-Qin Wang, and Zhe Wang, "Optimization of frequency increments via CRLB minimization for frequency diverse array," 2017 IEEE Radar Conference, Seattle, WA, USA, 2017.

26. Yang, X. J., A. A. Alsolami, and A. R. Ali, "An even entire function of order one is a special solution for a classical wave equation in one-dimensional space," Thermal Science, Vol. 27, 491-495, 2023.

27. Islam, S., B. Halder, and A. Refaie Ali, "Optical and rogue type soliton solutions of the (2+1) dimensional nonlinear Heisenberg ferromagnetic spin chains equation," Scientific Reports, Vol. 13, 9906, 2023.

28. Refaie Ali, A., N. T. M. Eldabe, A. E. H. Abd El Naby, M. Ibrahim, and O. M. Abo-Seida, "EM wave propagation within plasma-filled rectangular waveguide using fractional space and LFD," The European Physical Journal Special Topics, 1-7, 2023.

29. Osman, M. S., K. U. Tariq, and A. Bekir, "Investigation of soliton solutions with different wave structures to the (2 + 1)-dimensional Heisenberg ferromagnetic spin chain equation," Communications in Theoretical Physics, Vol. 72, 035002, 2020.

30. Thota, S. and S. D. Kumar, "A new reduction algorithm for differential-algebraic systems with power series coefficients," Information Sciences Letters, Vol. 10, 59-66, 2021.

31. Chiroma, H., S. Abdulkareem, A. Abubakar, and A. Hermawan, "Neural networks optimization through genetic algorithm searches: A review," Applied Mathematics & Information Sciences, Vol. 11, 1543-1564, 2017.

32. Mirzazadeh, M., M. Eslami, and A. H. Bhrawy, "Solitons and other solutions to complex-valued Klein-Gordon equation in ϕ- 4 field theory," Applied Mathematics & Information Sciences, Vol. 9, 2793, 2015.

33. Godara, L. C., "Application of antenna arrays to mobile communications. II. Beam-forming and direction-of-arrival considerations," Proceedings of the IEEE, Vol. 85, No. 8, 1195-1245, 1997.

34. Yang, J. R., S. Hong, and D. W. Kim, "A distance-compensated radar sensor with a six-port network for remote distinction of objects with different dielectric constants," Journal of Electromagnetic Waves and Applications, Vol. 24, No. 11-12, 1429-1437, 2010.

35. Grant, M. and S. Boyd, CVX Users’ Guide, Stanford University, Palo Alto, 2009.

36. Boyd, S. and L. Vandenberghe, Convex Optimization, Cambridge university press, New York, 2004.

37. Hallac, David, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosič, Stephen Boyd, and Jure Leskovec, "SnapVX: A network-based convex optimization solver," The Journal of Machine Learning Research, Vol. 18, No. 4, 1-5, 2017.

38. Zhang, Jun Jason and Antonia Papandreou-Suppappola, "MIMO Radar with Frequency Diversity," 2009 International Waveform Diversity and Design Conference, 2009.