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Title: :  PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION
PaperId: :  10988
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 6 2019
DUI:    16.0415/IJARIIE-10988
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RANDRIAMBELONORO Solonirina Valimbavaka NokoloinaECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L'INGENIERIE ET DE L'INNOVATION
RANDRIAMITANTSOA Paul AugusteECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L'INGENIERIE ET DE L'INNOVATION

Abstract

MIMO radar
Nested-PARAFAC, Khatri-Rao product, MIMO radar, ALS, estimation.
In this paper we propose tensor-based methods for parameter estimations in bistatic MIMO radar. We first present the basic MIMO radar system parameters including the array steering matrix at the reception and the transmission, the fading coefficients matrix, the symbol matrix and the delay propagation matrix and second the useful PARAFAC models. Different approaches of modelisation are detailed considering instant or convolutive channel processing with raw and statistical data. Our proposed algorithm is based on the knowledge of a coding matrix using Khatri-Rao products at the transmission. Using nested-PARAFAC model, two stages of alternating least squares algorithm allow us to estimate with accuracy all of the transmission parameters: DoA, DoD, fading coefficients and transmitted symbols. Several criteria such as RMSE, PSD, NMSE and SER are tested in the simulation section, where we can see that tensor-based methods provide efficiency due to the fact that they can take into account different kinds of diversity simultaneously.

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IJARIIE RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. "PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 6 2019 Page 292-312
MLA RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. "PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION." International Journal Of Advance Research And Innovative Ideas In Education 5.6(2019) : 292-312.
APA RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, & RANDRIAMITANTSOA Paul Auguste. (2019). PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION. International Journal Of Advance Research And Innovative Ideas In Education, 5(6), 292-312.
Chicago RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. "PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 6 (2019) : 292-312.
Oxford RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. 'PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, 2019, p. 292-312. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PARAFAC_BASED_MIMO_RADAR_MODELING_WITH_SPACE_TIME_CODING_DIVERSITY_FOR_PARAMETER_ESTIMATION_ijariie10988.pdf (Accessed : 06 May 2024).
Harvard RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. (2019) 'PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION', International Journal Of Advance Research And Innovative Ideas In Education, 5(6), pp. 292-312IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PARAFAC_BASED_MIMO_RADAR_MODELING_WITH_SPACE_TIME_CODING_DIVERSITY_FOR_PARAMETER_ESTIMATION_ijariie10988.pdf (Accessed : 06 May 2024)
IEEE RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste, "PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 6, pp. 292-312, Nov-Dec 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/PARAFAC_BASED_MIMO_RADAR_MODELING_WITH_SPACE_TIME_CODING_DIVERSITY_FOR_PARAMETER_ESTIMATION_ijariie10988.pdf [Accessed : 06 May 2024].
Turabian RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. "PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 6 (06 May 2024).
Vancouver RANDRIAMBELONORO Solonirina Valimbavaka Nokoloina, and RANDRIAMITANTSOA Paul Auguste. PARAFAC-BASED MIMO RADAR MODELING WITH SPACE-TIME-CODING DIVERSITY FOR PARAMETER ESTIMATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 06 May 2024]; 5(6) : 292-312. Available from: https://ijariie.com/AdminUploadPdf/PARAFAC_BASED_MIMO_RADAR_MODELING_WITH_SPACE_TIME_CODING_DIVERSITY_FOR_PARAMETER_ESTIMATION_ijariie10988.pdf
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