Spatial Frequencies and Degrees of Freedom: Their roles in near-field communications

As wireless technology begins to utilize physically larger arrays and/or higher frequencies, the transmitter and receiver will reside in each other’s radiative near field. This fact gives rise to unusual propagation phenomena, such as spherical wavefronts and beam focusing, creating the impression that new spatial dimensions—called <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">degrees of freedom</i> (<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">DOF</i>)—can be exploited in the near field. However, this is a fallacy because the theoretically maximum DOF are already achievable in the far field. This article sheds light on these issues by providing a tutorial on spatial frequencies, which are the fundamental components of wireless channels, and by explaining their role in characterizing the DOF in the near and far fields. In particular, we demonstrate how a single propagation path utilizes one spatial frequency in the far field and an interval of spatial frequencies in the near field. We explain how the array geometry determines the number of distinguishable spatial frequency bins and, thereby, the spatial DOF. We also describe how to model near-field multipath channels and their spatial correlation matrices. Finally, we discuss the research challenges and future directions in this field.

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Publication Details

Journal
IEEE Signal Processing Magazine
Published
2025-01-01
DOI
https://doi.org/10.1109/msp.2024.3511922
Citations
9
Primary Topic
Electromagnetic Compatibility and Measurements
Type
article
Field-Weighted Citation Impact
6.57

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article

Spatial Frequencies and Degrees of Freedom: Their roles in near-field communications

Özlem Tuğfe Demir, Emil Björnson, Nikolaos Kolomvakis, Alva Kosasih
9 citations
IEEE Signal Processing Magazine
Electromagnetic Compatibility and Measurements
6.57
article

Spatial Frequencies and Degrees of Freedom: Their roles in near-field communications

Özlem Tuğfe Demir, Emil Björnson, Nikolaos Kolomvakis, Alva Kosasih
article en
9 citations

Abstract

As wireless technology begins to utilize physically larger arrays and/or higher frequencies, the transmitter and receiver will reside in each other’s radiative near field. This fact gives rise to unusual propagation phenomena, such as spherical wavefronts and beam focusing, creating the impression that new spatial dimensions—called <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">degrees of freedom</i> (<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">DOF</i>)—can be exploited in the near field. However, this is a fallacy because the theoretically maximum DOF are already achievable in the far field. This article sheds light on these issues by providing a tutorial on spatial frequencies, which are the fundamental components of wireless channels, and by explaining their role in characterizing the DOF in the near and far fields. In particular, we demonstrate how a single propagation path utilizes one spatial frequency in the far field and an interval of spatial frequencies in the near field. We explain how the array geometry determines the number of distinguishable spatial frequency bins and, thereby, the spatial DOF. We also describe how to model near-field multipath channels and their spatial correlation matrices. Finally, we discuss the research challenges and future directions in this field.

IEEE Signal Processing MagazineVol. 42(1)
TOBB University of Economics and Technology (TR), KTH Royal Institute of Technology (SE)
Stiftelsen för Strategisk Forskning, Vetenskapsrådet
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Electromagnetic Compatibility and Measurements
6.57
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Spatial Frequencies and Degrees of Freedom: Their roles in near-field communications — Özlem Tuğfe Demir, Emil Björnson, et al. · IEEE Signal Processing Magazine (2025) | TGRS Research Map | TGRS