Abonnement à la biblothèque: Guest
Telecommunications and Radio Engineering

Publication de 12  numéros par an

ISSN Imprimer: 0040-2508

ISSN En ligne: 1943-6009

SJR: 0.185 SNIP: 0.268 CiteScore™:: 1.5 H-Index: 22

Indexed in

ANGLE-RANGE ESTIMATION FOR BISTATIC FDA-MIMO RADAR VIA TENSOR COMPLETION

Volume 79, Numéro 9, 2020, pp. 753-768
DOI: 10.1615/TelecomRadEng.v79.i9.30
Get accessGet access

RÉSUMÉ

In this paper, the tensor completion method is used to study the direction-of-departure (DOD), direction-of-arrival (DOA) and range parameters estimation of bistatic frequency diverse array (FDA) multiple-input multiple-output (MIMO) radar. Because in reality scene, the data received by the receiver may be incomplete data, only a part of the information is included. In order to solve the incomplete problem of the received signal, we can use the tensor completion to recover the missing part of the data. The traditional two-dimensional radar received signal is reconstructed into three-dimensional tensor signal model in tensor mode. A non-convex Laplacian function is proposed to approximate the tensor rank of the three-dimensional received signal. This is the problem of non-convex optimization. Using the alternative direction method of multipliers (ADMM), the non-convex optimization problem is divided into two sub optimization problems to solve, so as to recover the missing data of the received signal. Then, parallel factor (PARAFAC) is used to realize the joint estimation of parameters and improve the estimation accuracy.

RÉFÉRENCES
  1. Haimovich, A.M., Blum, R.S., and Cimini, L.J., (2007) MIMO Radar with Widely Separated Antennas, IEEE Signal Processing Magazine, 25(1), pp.116-129.

  2. Wang, Junxiang, Wang, Xianpeng, Xu, Dingjie, and Bi, Guoan, (2018) Robust Angle Estimation for MIMO Radar with the Coexistence of Mutual Coupling and Colored Noise, Sensors, 18(3), pp.832-845.

  3. Fishler, E., Haimovich, A., and Blum, R., (2004) MIMO radar: an idea whose time has come, Proceedings of the IEEE Radar Conference, pp. 26-29.

  4. Antonik, P., Wicks, M.C., Griffiths, H.D., and Baker, C.J., (2006) Frequency diverse array radars, IEEE Conference on Radar, pp. 24-27.

  5. Wang, Wen Qin and Shao, H., (2014) Range-Angle Localization of Targets by A Double-Pulse Frequency Diverse Array Radar, IEEE Journal of Selected Topics in Signal Processing, 8(1), pp.106-114.

  6. Huang, Ling, Li, Xiang, Cheng, Peng, and He, Zhiyuan, (2016) Frequency diverse array radar for target range-angle estimation, Compel: International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 35(3), pp. 1257-1270.

  7. Wang, Wen Qin and So, H.C., (2014) Transmit Subaperturing for Range and Angle Estimation in Frequency Diverse Array Radar, IEEE Transactions on Signal Processing, 62(8), pp. 2000-2011.

  8. Xu, Jingwei et al., (2017) An Adaptive Range-Angle-Doppler Processing Approach for FDA-MIMO Radar Using Three-Dimensional Localization, IEEE Journal of Selected Topics in Signal Processing, 11(2), pp. 309-320.

  9. Cai, Jingye, Wang, Wen-Qin, and Gao, Kuandong, (2017) Frequency diverse array and MIMO hybrid radar transmitter design via Cramer-Rao lower bound minimization, Iet Radar Sonar & Navigation, 9(10), pp. 1660-1670.

  10. Xu, Jingwei et al., (2015) Joint Range and Angle Estimation using MIMO Radar with Frequency Diverse Array, IEEE Transactions on Signal Processing, 63(13), pp. 3396-3410.

  11. Sun, Shunqiao, Bajwa, W.U., and Petropulu, A.P., (2015) MIMO-MC radar: A MIMO radar approach based on matrix completion, IEEE Transactions on Aerospace & Electronics Systems, 51(3), pp. 1839-1852.

  12. Sun, Shunqiao and Petropulu., A., (2015) Waveform Design for MIMO Radars with Matrix Completion, IEEE Journal of Selected Topics in Signal Processing, 9(8), pp. 1400-1414.

  13. Sun, Shunqiao, Petropulu, A.P., and Bajwa, W.U., (2013) Target estimation in collocated MIMO radar via matrix completion, IEEE International Conference on Acoustics, pp. 26-31.

  14. Hu X, Tong N, Wang J, et al., (2017) Matrix completion-based MIMO radar imaging with sparse planar array, Signal Processing, 131(2), pp. 49-57.

  15. Kolda, T.G. and Bader, B.W., (2009) Tensor Decompositions and Applications, Siam Review, 51(3), pp. 455-500.

  16. Yokota, T., Zhao, Q., and Cichocki, A., (2015) Smooth PARAFAC Decomposition for Tensor Completion, IEEE Transactions on Signal Processing, 64(20), pp. 5423-5436.

  17. Kreimer, N., Sacchi, M.D., and Kreimer, N., (2012) Reconstruction of seismic data via tensor completion, Statistical Signal Processing Workshop IEEE, pp. 5-8.

  18. Marko Filipovic and Ante Jukic, (2013) Tucker factorization with missing data with application to low-n-rank tensor completion, Multidimensional Systems & Signal Processing, 26, pp. 677-692.

  19. Lu, Canyi et al., (2014) Generalized Nonconvex Nonsmooth Low-Rank Minimization, IEEE Conference on Computer Vision and Pattern Recognition, pp. 23-28.

  20. Liu, J., Musialski, P., and Wonka, P., (2013) Tensor completion for estimating missing values in visual data, IEEE International Conference on Computer Vision, 35(1), pp. 208-220.

  21. Gandy, S., Recht, B., and Yamada, I., (2017) Tensor completion and low-n-rank tensor recovery via convex optimization, Inverse Problems, 27(2), pp. 1-19.

  22. Xu, D., Liu, H., and Yang, D., (2017) A novel tensor completion based on APG for angle estimation in bistatic MIMO radar, IEEE International Conference on Signal Processing, pp.462-464.

  23. Huang, Long Ting, Andre L.F. de Almeida, and So, H.C., (2016) Target estimation in bistatic MIMO radar via tensor completion, Signal Processing, 120, pp. 654-659.

  24. Zhao, Z., Wang, Z., and Yang, S., (2017) Joint angle, range and velocity estimation for bistatic FDA-MIMO radar, Advanced Information Technology, Electronic & Automation Control Conference, pp. 818-824.

  25. Cui, C., Jian, X., and Gui, R., (2018) Search-Free DOD, DOA and Range Estimation for Bistatic FDA-MIMO Radar, IEEE Access, 6, pp. 15431-15445.

  26. Ji, Teng Yu, Huang, Ting-Zhu, and Zhao, Xi-Le, (2017) A non-convex tensor rank approximation for tensor completion, Applied Mathematical Modelling, 48, pp. 410-422.

  27. Ji, Teng Yu, Huang, Ting-Zhu, and Zhao, Xi-Le, (2017) A new surrogate for tensor multirank and applications in image and video completion, International Conference on Progress in Informatics and Computing (PIC), pp. 101-107.

CITÉ PAR
  1. Wang Wenshuai, Lan Xiang, Shi Jinmei, Wang Xianpeng, A Fast PARAFAC Algorithm for Parameter Estimation in Monostatic FDA-MIMO Radar, Remote Sensing, 14, 13, 2022. Crossref

Prochains articles

A Slotted Pentagon Shape Quad Band Two-Element Millimeter Wave MIMO Antenna using Theory of Characteristic Modes Parveez Shariff B G, Sameena Pathan, Pallavi R Mane, Tanweer Ali Design and Develop Low power memory controller for GC-eDRAM cell using ICG Shravan Chintam, Kaleem Fatima, Paidimarry Chandra sekhar Lighting up Data: The Future of Wireless Data Transfer with Li-Fi Technology Balaka Biswas, Aryan Nakhale , Aditya Roshan Sinha Design of Implantable Antennas for Biomedical Applications M Satish Kumar, Sivasubramanyam Medasani , Penchala Reddy Sura, Tathababu Addepalli, Jetti Chandra Sekhar Rao, J Prasanth Kumar, B.Y.V.N.R. Swamy, A L Siridhara Diffraction Problem with Time-Varying Boundary Conditions Fatih Erden A Proposed MIMO Antenna Design for Ultra-Wideband THz Applications Amin Al Ka'bi, Ali Mustafa Interconnection scheme for multi-protocols heterogeneous wireless communication system in civil airport Wei Zhang, He Li, Yuchu Ji, Yang Wang Design and implementation of MIMO antenna for S-band satellite applications Suganya E, Anita Jones Mary Pushpa T, Prabhu T PROPAGATION OF VECTOR VORTEX BEAMS EXCITED BY A TERAHERTZ LASER DIELECTRIC RESONATOR Anrey Degtyarev, Mykola Dubinin, Vyacheslav Maslov, Konstantin Muntean, Oleg Svistunov DEVELOPMENT OF NOVEL CONFORMAL ARRAY ANTENNA FOR AIRBORNE APPLICATIONS Ch V Ravi Sankar, PVY Jayasree, Devana V.N Koteswara Rao , Mohammad Taj, Kolasani Rajkamal, Vegiraju Satya Sudha Hexagonal-Shaped Antenna with DGS for Band-notch Ultra-Wideband and V2X Applications Rahul Kumar Garg, Sarthak Singhal Research and design of multi-attitude DF-GNNRL simulation technology based on satellite downlink beam calculation Liping Qiao, Li Zhang, Lei Feng A Design of Microstrip Low-pass Filter using ground-plane coplanar waveguide (GCPW) Farah Mehdi Chemseddine, Elbouslemti Rahmouna, Vincent Didier Earthen Lamp Shaped DGS Dual Band Microstrip Patch Antenna for High Return Loss in Biomedical Application Sonam Gour, Amit Rathi Compact Inset-Fed Rectangular Patch antenna for C band Applications Albert William raj, K.S.Joseph Wilson Planar Antenna with Pattern Reconfigurability for IoT Applications Srinag A, S. Aruna, K.Srinivasa Naik Advanced Ultrawideband Patch Antenna for Wearable and WBAN Applications Raaunak Chaudhury, Bimal Raj Dutta A COMPACT 2X2 UWB MIMO ANTENNA WITH FUNNEL SHAPED STUB FOR ISOLATION ENHANCEMENT KARTHI J, Palanivelan Manickavelu, Mohanraj Sivagurunathan, Asokan Velu FLEXIBLE WIDE BAND TRAPEZOIDAL ANTENNA FOR ELECTROMAGENTIC HEAD IMAGING SYSTEM Vaithianathan V, Ramprabhu Sivasamy, RAMESH S, Chitra S Impact of supply voltage on SRAM cell power dissipation under different topologies Damodhar Rao M, Y.V. NARAYANA, V.V.K.D.V. PRASAD Defected Ground Square Patch Edge Truncated Polarization Reconfigurable Antenna Pritam Nikam, Jayendra Kumar, Akshay Bhosale, Achinta Baidya, Shahadev Hake An Asymmetrical Psi Shaped Multi-Band Antenna for Wireless Applications Penchala Reddy Sura, Padmaja Nimmagadda, Ch Jyotsna Rani, Tathababu Addepalli, Jagadeesh Babu Kamili, B.Y.V.N.R. Swamy Swamy, A Laxmana Siridhara, G JAGADEESWAR REDDY SMALL SCALE MIMO ANTENNA WITH HIGH ISOLATION FOR 5G COMMUNICATION DILIP KUMAR CHOUDHARY, Tanweer Ali, Rajendra Prasad P, Roshan Zameer Ahmed PERFORMANCE ANALYSIS OF ACHIEVABLE BIT RATES IN RIS-ASSISTED MASSIVE MIMO NETWORKS AT 28 GHZ BAND SHARINI DL, KANTHI M, RAVILLA DILLI EFFECT OF THICK VEGETATION COVER, BUILDING OBSTRUCTIONS, AND EARTH TERRAIN ON THE QUALITY AND PERFORMANCE OF THE GSM SIGNAL AT THE FEDERAL POLYTECHNIC ADO EKITI. Temitope John Alake, Ayodeji Bamisaye, Tolulope Tunji Oladimeji FOUR ELEMENT CIRCULAR PATCH MIMO ANTENNA WITH PROTRUDING GROUND STUB FOR 5G COMMUNICATION Rajalakshmi B, Chitra S DUAL-BAND BANDSTOP FILTERS BASED ON ULTRA THIN FREQUENCY SELECTIVE SURFACES Andrei Perov REAL-TIME IMPLEMENTATION OF LWT BASED NOVEL IR AND VI FUSION ALGORITHM USING RASPBERRY PI PLATFORM Lingamallu Naga Srinivasu, Sumanth Kumar Panguluri, Srinivasa Rao Kandula, Ponduri Vasanthi Fractal Based UWB-MIMO antenna with reconfigurable Band-Notching Characteristics Bharghava Punna, Mohd Sofiyan, N. Siddartha Reddy, Nagarani Bollam
Portail numérique Bibliothèque numérique eBooks Revues Références et comptes rendus Collections Prix et politiques d'abonnement Begell House Contactez-nous Language English 中文 Русский Português German French Spain