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Publications (10 of 18) Show all publications
Ivanenko, Y., Batra, A., Vu, V. T., Pettersson, M. & Kaiser, T. (2025). Experimental Results of Local Backprojection for Monostatic THz SAR Imaging. In: International Workshop on Mobile Terahertz Systems, IWMTS: . Paper presented at 2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025. Institute of Electrical and Electronics Engineers (IEEE) (2025)
Open this publication in new window or tab >>Experimental Results of Local Backprojection for Monostatic THz SAR Imaging
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2025 (English)In: International Workshop on Mobile Terahertz Systems, IWMTS, Institute of Electrical and Electronics Engineers (IEEE), 2025, no 2025Conference paper, Published paper (Refereed)
Abstract [en]

The use of THz frequencies has enabled the opportunity to perform synthetic-aperture radar (SAR) imaging at the sub-mm level. It is of great interest for applications where high-resolution remote sensing in short range is required. However, with the increase of the operating frequencies from microwave to THz, the SAR image formation algorithms work with a larger amount of data and become more sensitive to phase errors that can be caused by insufficient signal sampling rate or physical factors that cause platform deviations. This motivates the use of fast image formation capable to handle phase errors. In this paper, we present the experimental results on the performance of the local backprojection (LBP) algorithm for processing THz SAR signals. The LBP algorithm has been tested with the real data in the frequency range 0.325-0.5 THz. The results demonstrate the efficiency of the LBP algorithm for the SAR scene reconstruction and highlight the necessity of the use of two times higher signal upsampling to achieve reconstruction accuracy similar to the global backprojection algorithm. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
Imaging, LBP, SAR, THz, Fractography, Image reconstruction, Optical microscopy, Video recording, Backprojection algorithms, Backprojections, High resolution remote sensing, Local backprojection, Monostatic, Operating frequency, Phase error, Synthetic aperture radar imaging, THz frequencies, Image sampling
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-27970 (URN)10.1109/ICMMTS62835.2025.10925970 (DOI)001461108200007 ()2-s2.0-105005730588 (Scopus ID)9798350365832 (ISBN)
Conference
2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025
Funder
The Crafoord Foundation, 20230898
Available from: 2025-06-02 Created: 2025-06-02 Last updated: 2025-06-27Bibliographically approved
Vu, V. T., Ivanenko, Y., Lindberg, V. & Pettersson, M. (2025). Resolution Equation for SAR Systems Synthesizing Circular Aperture. IEEE Access, 13, 96434-96444
Open this publication in new window or tab >>Resolution Equation for SAR Systems Synthesizing Circular Aperture
2025 (English)In: IEEE Access, E-ISSN 2169-3536, Vol. 13, p. 96434-96444Article in journal (Refereed) Published
Abstract [en]

The resolution of a synthetic aperture radar (SAR) system depends not only on the operating frequency range of a radar but also on the geometry. A radar system operating at MHz frequencies facilitates SAR resolution to the meter (m) level with a linear aperture. With the same radar system, the realization of the circular aperture can further enhance the SAR resolutions to the submeter level. For GHz SAR systems, the realization of circular apertures helps to reduce the resolution from the centimeter (cm) level to the millimeter (mm) level. In this paper, a resolution equation for SAR systems synthesizing circular aperture (CSAR) is introduced. The equation is derived from the backprojection integral for CSAR, its Fourier transform, and the method of stationary phase. The accuracy of the derived equation is enhanced with a correcting factor that is numerically calculated with a cubic interpolation. Therefore, the equation can provide a more accurate, analytical, and practical estimate of the spatial resolution that can be reached with a CSAR system than the ones available in the literature. The resolution equation introduced in this paper is verified with simulations of a MHz SAR system and a GHz SAR system. The equation is further verified by an experiment with a THz inverse SAR (ISAR) system. The radar utilized in the ISAR experiment is a D-band radar system mounted on an antenna positioner that supports circular movement.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Keywords
Mathematical models, Apertures, Synthetic aperture radar, Spatial resolution, Azimuth, Spaceborne radar, Radar imaging, Geometry, Bandwidth, Radar tracking, SAR, circular aperture, GBP, resolution
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-28226 (URN)10.1109/ACCESS.2025.3572523 (DOI)001504136600041 ()
Funder
The Crafoord Foundation, 20230898Vinnova, 2024-00582
Available from: 2025-06-27 Created: 2025-06-27 Last updated: 2025-06-27Bibliographically approved
Vu, V. T., Ivanenko, Y., Pettersson, M., Lindberg, V., Batra, A. & Kaiser, T. (2025). Synthetic Aperture Radar at Terahertz Frequencies for Material Defect Detection. In: International Workshop on Mobile Terahertz Systems, IWMTS: . Paper presented at 2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025. Institute of Electrical and Electronics Engineers (IEEE) (2025)
Open this publication in new window or tab >>Synthetic Aperture Radar at Terahertz Frequencies for Material Defect Detection
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2025 (English)In: International Workshop on Mobile Terahertz Systems, IWMTS, Institute of Electrical and Electronics Engineers (IEEE), 2025, no 2025Conference paper, Published paper (Refereed)
Abstract [en]

The emerge of Terahertz (THz) radar systems allows the short-range applications such as material characterization, hyper accuracy localization at cm or even better level, scattering analysis of rough surfaces, and material defect detection. The paper presents the experimental results about material defect detection based on synthetic aperture radar (SAR) operating at THz frequencies. For the experiments, an electrical insulator is damaged causing the defects in the orders of mm and sub-mm. A SAR testbed at THz frequencies built with a vector network analyzer and a frequency extender in the frequency range 325-500 GHz is used to measure the electrical insulator in the form of SAR with a two-dimensional (2D) aperture. The damaged parts inside the electrical insulator can be observed clearly in the three-dimensional (3D) SAR image. This supports the material defect detection that enhances monitoring industrial production processes and controlling product quality. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Series
International Workshop on Mobile Terahertz Systems, ISSN 2837-0082
Keywords
defect detection, GBP, imaging, SAR, THz, Electric insulating materials, Electric insulation, Polycrystalline materials, Electrical insulators, Localisation, Material defect detection, Materials characterization, Short range applications, Tera Hertz, Terahertz frequencies, Terahertz radars, Leak detection
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-27980 (URN)10.1109/ICMMTS62835.2025.10925857 (DOI)001461108200002 ()2-s2.0-105005769199 (Scopus ID)9798350365832 (ISBN)
Conference
2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025
Funder
The Crafoord Foundation, 20230898Vinnova, 2023-03092Vinnova, 2024-00582
Available from: 2025-06-02 Created: 2025-06-02 Last updated: 2025-06-27Bibliographically approved
Albinson, M., Forsbrand, A., Helmersson, J., Primetta, P. & Ivanenko, Y. (2025). Utilization of SAR Backprojection in the Analysis of Downscaled Structures in the D-frequency Band. In: International Workshop on Mobile Terahertz Systems, IWMTS: . Paper presented at 2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025. Institute of Electrical and Electronics Engineers (IEEE) (2025)
Open this publication in new window or tab >>Utilization of SAR Backprojection in the Analysis of Downscaled Structures in the D-frequency Band
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2025 (English)In: International Workshop on Mobile Terahertz Systems, IWMTS, Institute of Electrical and Electronics Engineers (IEEE), 2025, no 2025Conference paper, Published paper (Refereed)
Abstract [en]

The use of THz frequencies for radar remote sensing has provided a new set of applications, where short-range sensing for high-resolution imaging can be used. At the same time, radar imaging of physically large objects for understanding their radar signatures, which is based on long-range remote sensing, can be a cumbersome process and require significant financial resources. In this paper, we propose to explore the synthetic-aperture-radar (SAR) concept at sub-THz frequencies to scale a real-life scenario of long-range imaging of foreign objects down to short-range sensing in the indoor environment. The idea is experimentally studied on four downscaled marine vessels, where the SAR imaging system is based on a D-band FMCW radar that operates at frequencies 126-182 GHz, and the global backprojection algorithm with modified linear interpolator is used for the SAR scene reconstruction. The experimental results demonstrate the feasibility of the proposed idea. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2025
Series
International Workshop on Mobile Terahertz Systems, ISSN 2837-0082
Keywords
backprojection, downscaling, FMCW radar, THz SAR, Binary images, Backprojections, Down-scaling, High-resolution imaging, Radar remote sensing, Radar signature, Range sensing, Remote-sensing, THz frequencies, THz synthetic-aperture-radar, Image coding
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-27983 (URN)10.1109/ICMMTS62835.2025.10925962 (DOI)001461108200004 ()2-s2.0-105005759626 (Scopus ID)9798350365832 (ISBN)
Conference
2025 International Conference on Mobile and Miniaturized Terahertz Systems, ICMMTS 2025, Dubai, Feb 23-26, 2025
Funder
The Crafoord Foundation, 20230898
Available from: 2025-06-02 Created: 2025-06-02 Last updated: 2025-06-27Bibliographically approved
Vu, V. T., Ivanenko, Y., Pettersson, M., Batra, A. & Kaiser, T. (2024). 3D Hyper-accurate Localization in Indoor Environment for Mobile Equipment. In: Jeong S.H., Loc H.D., Fdida S., Le-Ngoc T. (Ed.), ICCE 2024 - 2024 IEEE 10th International Conference on Communications and Electronics: . Paper presented at 10th IEEE International Conference on Communications and Electronics, ICCE 2024, Da Nang City, July 31- Aug 02 2024 (pp. 706-711). Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>3D Hyper-accurate Localization in Indoor Environment for Mobile Equipment
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2024 (English)In: ICCE 2024 - 2024 IEEE 10th International Conference on Communications and Electronics / [ed] Jeong S.H., Loc H.D., Fdida S., Le-Ngoc T., Institute of Electrical and Electronics Engineers (IEEE), 2024, p. 706-711Conference paper, Published paper (Refereed)
Abstract [en]

A solution for the three-dimensional (3D) hyper-accurate localization in indoor environment for mobile equipment problem can be based on radar systems. Mobile equipment with an integrated radar system is known as a joint radar-communication (JRC) system or a joint communication and sensing (JCAS) system. The paper proposes an approach for 3D hyper-accurate localization in indoor environment without modifications of cellular network infrastructure. The simulations and experiments show the feasibility of the proposal. © 2024 IEEE.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Keywords
6G, backprojection, FMCW radar, localization, 3G mobile communication systems, Amplitude modulation, Clutter (information theory), Forward error correction, Frequency shift keying, High frequency telecommunication lines, Portable equipment, Pulse code modulation, Backprojections, Cellular network infrastructure, Communications systems, Indoor environment, Localisation, Mobile equipments, Radar communication, Sensing systems, Radar equipment
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-26915 (URN)10.1109/ICCE62051.2024.10634739 (DOI)001327716100125 ()2-s2.0-85203025979 (Scopus ID)9798350379785 (ISBN)
Conference
10th IEEE International Conference on Communications and Electronics, ICCE 2024, Da Nang City, July 31- Aug 02 2024
Funder
The Crafoord Foundation, 20230898
Available from: 2024-09-16 Created: 2024-09-16 Last updated: 2024-11-20Bibliographically approved
Ivanenko, Y., Batra, A., Vu, V. T., Pettersson, M. & Kaiser, T. (2024). THz SAR Bistatic 3D Global Backprojection Algorithm with Phase Control. In: Proceedings of the IEEE Radar Conference: . Paper presented at 2024 International Radar Conference, RADAR 2024, Rennes, Oct 21-25, 2024. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>THz SAR Bistatic 3D Global Backprojection Algorithm with Phase Control
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2024 (English)In: Proceedings of the IEEE Radar Conference, Institute of Electrical and Electronics Engineers (IEEE), 2024Conference paper, Published paper (Refereed)
Abstract [en]

Exploration of THz frequencies has enabled new applications in the areas, where high-resolution short-range remote sensing is of great interest. At the high frequency ranges like THz or sub-THz, synthetic aperture radar (SAR) image formation algorithms are highly sensitive to platform deviations, which motivates the development of new algorithms that are capable to handle this problem.In this paper, we introduce a modified linear interpolation algorithm with the phase-control procedure for the three-dimensional (3D) global backprojection (GBP) algorithm. The procedure assigns the actual time needed for the signal to be transmitted to the given point in the defined image plane and collected by the receiver into the phase of the complex SAR data. The algorithm has been verified with the real monostatic and bistatic SAR data acquired in the 0.325-0.5 THz frequency band.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Series
IEEE International Conference on Radar (RADAR)IEEE International Conference on Radar (RADAR), ISSN 1097-5764
Keywords
3D, Bistatic, GBP, Interpolation, SAR, THz, Backprojection algorithms, Backprojections, Global backprojection, High resolution, New applications, Phase-Control, Radar data, THz frequencies
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-27982 (URN)10.1109/RADAR58436.2024.10994114 (DOI)2-s2.0-105005772696 (Scopus ID)9798350362381 (ISBN)
Conference
2024 International Radar Conference, RADAR 2024, Rennes, Oct 21-25, 2024
Funder
The Crafoord Foundation, 20230898
Available from: 2025-06-02 Created: 2025-06-02 Last updated: 2025-06-09Bibliographically approved
Batra, A., Ivanenko, Y., Vu, V. T., Wiemeler, M., Pettersson, M., Goehringer, D. & Kaiser, T. (2023). Analysis of Surface Roughness with 3D SAR Imaging at 1.5 THz. In: 2023 48TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, IRMMW-THZ: . Paper presented at 48th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), SEP 17-22, 2023, McGill Univ, Montreal, CANADA. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Analysis of Surface Roughness with 3D SAR Imaging at 1.5 THz
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2023 (English)In: 2023 48TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, IRMMW-THZ, Institute of Electrical and Electronics Engineers (IEEE), 2023Conference paper, Published paper (Refereed)
Abstract [en]

The expansion of the synthetic aperture radar (SAR) to the emerging THz spectrum has enabled a new era of applications in the areas of automobile, security, non-destructive testing, and material characterization. Thanks to the sub-mm wavelength, extraction of material surface properties is possible and of significant interest for the THz SAR applications. The properties define the surface scattering behavior, which is relational to the applied frequency. This study focuses on surface classification. We evaluate the scattering behavior of a rough surface and a smooth surface at 1.5 THz based on a SAR processing sequence that is introduced in this paper. First, we form the 3D SAR images of the metallic objects and then evaluate the surface properties based on the variation in the energy reflected by the object's surface.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Series
International Conference on Infrared Millimeter and Terahertz Waves, ISSN 2162-2027
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-25848 (URN)10.1109/IRMMW-THz57677.2023.10299181 (DOI)001098999800330 ()2-s2.0-85169418674 (Scopus ID)979-8-3503-3660-3 (ISBN)
Conference
48th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), SEP 17-22, 2023, McGill Univ, Montreal, CANADA
Available from: 2024-01-02 Created: 2024-01-02 Last updated: 2024-11-28Bibliographically approved
Ivanenko, Y., Vu, V. T. & Pettersson, M. (2023). Autofocusing of THz SAR Images by Integrating Compressed Sensing into the Backprojection Process. In: Proceedings of the IEEE Radar Conference: . Paper presented at 2023 IEEE Radar Conference, RadarConf23, San Antonia, 1 May through 5 May 2023. Institute of Electrical and Electronics Engineers (IEEE), 2023
Open this publication in new window or tab >>Autofocusing of THz SAR Images by Integrating Compressed Sensing into the Backprojection Process
2023 (English)In: Proceedings of the IEEE Radar Conference, Institute of Electrical and Electronics Engineers (IEEE), 2023, Vol. 2023Conference paper, Published paper (Refereed)
Abstract [en]

The THz frequency spectrum provides an opportunity to explore high-resolution synthetic-aperture-radar (SAR) short-range imaging that can be used for various applications. However, the performance of THz SAR imaging is sensitive to phase errors that can be caused by an insufficient amount of data samples for image formation and by path deviations that can be practically caused by SAR platform vibrations, changes in speed, changes in direction, and acceleration. To solve the former problem, an improved interpolation procedure for backprojection algorithms has been proposed. However, to make these algorithms efficient in handling the latter problem, an additional autofocusing is necessary. In this paper, we introduce an autofocusing procedure based on compressed sensing that is incorporated into the backprojection algorithm. The reconstruction is based on the following calculated parameters: windowed interpolation sinc kernel, and range distances between SAR platform and image pixels in a defined image plane. The proposed approach is tested on real data, which was acquired by the 2\pi FMCW SAR system through outdoor SAR imaging. © 2023 IEEE.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Series
IEEE International Conference on Radar (RADAR), ISSN 1097-5764, E-ISSN 2640-7736
Keywords
Autofocusing, Compressed Sensing, FMCW SAR, THz, Frequency modulation, Interpolation, Radar imaging, Synthetic aperture radar, Terahertz waves, Auto-focusing, Backprojection algorithms, Backprojections, Compressed-Sensing, FMCW synthetic-aperture-radar, Frequency spectra, Synthetic aperture radar images, Synthetic aperture radar imaging, THz frequencies
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-25226 (URN)10.1109/RadarConf2351548.2023.10149760 (DOI)001031599600217 ()2-s2.0-85163791710 (Scopus ID)9781665436694 (ISBN)
Conference
2023 IEEE Radar Conference, RadarConf23, San Antonia, 1 May through 5 May 2023
Projects
Multistatic High-resolution Sensing at THz, Project-ID A17
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2023-08-07 Created: 2023-08-07 Last updated: 2023-08-24Bibliographically approved
Vu, V. T., Ivanenko, Y., Batra, A., Sjogren, T. K., Pettersson, M. & Kaiser, T. (2023). Implementing Backprojection at Base Station for Precise Localization in Indoor Environment. In: Bao V.N.Q., Chau L.H (Ed.), Proceedings - 2023 RIVF International Conference on Computing and Communication Technologies, RIVF 2023: . Paper presented at 2023 RIVF International Conference on Computing and Communication Technologies, RIVF 2023, Hanoi, 23 December through 25 December 2023 (pp. 212-217). Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Implementing Backprojection at Base Station for Precise Localization in Indoor Environment
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2023 (English)In: Proceedings - 2023 RIVF International Conference on Computing and Communication Technologies, RIVF 2023 / [ed] Bao V.N.Q., Chau L.H, Institute of Electrical and Electronics Engineers (IEEE), 2023, p. 212-217Conference paper, Published paper (Refereed)
Abstract [en]

Mobile equipment with an integrated radar system allows active localization by realizing monostatic, bistatic, multistatic and passive SAR. For mobile user localization, it is also possible by implementing backprojection at base station. In the paper, an approach for precise mobile user localization by implementing backprojection at base station is proposed. The simulation shows the feasibility of the proposal. Some technical issues such as accuracy and backprojection ambiguity, are also addressed. The practicality of the proposal is also demonstrated with a practical frequency-modulated continuous wave (FMCW) radar system and a monostatic radar measurement based on the system. © 2023 IEEE.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2023
Keywords
6G, backprojection, FMCW radar, localization, Continuous wave radar, Frequency modulation, Indoor positioning systems, Multistatic radars, Radar measurement, Synthetic aperture radar, Active localizations, Backprojections, Bistatic, Frequency-modulated-continuous-wave radars, Indoor environment, Localisation, Mobile equipments, Mobile user localization, Monostatic, Base stations
National Category
Signal Processing
Identifiers
urn:nbn:se:bth-26128 (URN)10.1109/RIVF60135.2023.10471864 (DOI)2-s2.0-85190131189 (Scopus ID)9798350315844 (ISBN)
Conference
2023 RIVF International Conference on Computing and Communication Technologies, RIVF 2023, Hanoi, 23 December through 25 December 2023
Available from: 2024-04-23 Created: 2024-04-23 Last updated: 2024-04-30Bibliographically approved
Vu, V. T., Ivanenko, Y., Batra, A., Pettersson, M. & Kaiser, T. (2023). Multiple Mobile Equipment Localization in Indoor Environment Based on Cell Sectoring. In: Industrial Networks and Intelligent Systems: 9th EAI International Conference, INISCOM 2023, Ho Chi Minh City, Vietnam, August 2-3, 2023, Proceedings. Paper presented at 9th EAI International Conference on Industrial Networks and Intelligent Systems, INISCOM 2023, Ho Chi Minh City, 2 August through 3 August 2023 (pp. 119-131). Springer Science+Business Media B.V., 531
Open this publication in new window or tab >>Multiple Mobile Equipment Localization in Indoor Environment Based on Cell Sectoring
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2023 (English)In: Industrial Networks and Intelligent Systems: 9th EAI International Conference, INISCOM 2023, Ho Chi Minh City, Vietnam, August 2-3, 2023, Proceedings, Springer Science+Business Media B.V., 2023, Vol. 531, p. 119-131Conference paper, Published paper (Refereed)
Abstract [en]

Precise mobile equipment localization in indoor environment is possible for mobile equipment with an integrated radar system. Deploying an omni-directional antenna at a base station allows localizing a single mobile unit at a time slot and a frequency resource block. With cell sectoring, an approach to cope with increasing capacity in a cell of a mobile network, helps to localize multiple mobile units at a time slot and a frequency resource block. Most importantly, cell sectoring helps to avoid localization ambiguity caused by the backprojection process. The paper presents the precise multiple mobile equipment localization approach in indoor environment based on cell sectoring. The simulation illustrates the benefit of the approach. The practicality of the approach is also addressed in the paper. © 2023, © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2023
Series
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, ISSN 1867-8211, E-ISSN 1867-822X ; 531
Keywords
6G, FMCW radar, Localization, Cells, Continuous wave radar, Cytology, Indoor positioning systems, Mobile telecommunication systems, Omnidirectional antennas, Slot antennas, Frequency resources, Increasing capacities, Indoor environment, Localisation, Mobile equipments, Mobile units, Omni-directional antenna, Timeslots, Frequency modulation
National Category
Telecommunications
Identifiers
urn:nbn:se:bth-25687 (URN)10.1007/978-3-031-47359-3_9 (DOI)2-s2.0-85176951193 (Scopus ID)9783031473586 (ISBN)
Conference
9th EAI International Conference on Industrial Networks and Intelligent Systems, INISCOM 2023, Ho Chi Minh City, 2 August through 3 August 2023
Available from: 2023-12-05 Created: 2023-12-05 Last updated: 2024-10-31Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-3928-6064

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