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Electrical Engineering and Systems Science > Signal Processing

Title: Improving the Spatial Correlation Characteristics of Antenna Arrays using Linear Operators and Wide-band Modelling

Abstract: The analysis of wireless communication channels at the mmWave, sub-THz and THz bands gives rise to difficulties in the construction of antenna arrays due to the small maximum inter-element spacing constraints at these frequencies. Arrays with uniform spacing greater than half the wavelength for a certain carrier frequency exhibit aliasing side-lobes in the angular domain, prohibiting non-ambiguous estimates of a propagating wave-front's angle of arrival.
In this paper, we present how wide-band modelling of the array response is useful in mitigating this spatial aliasing effect. This approach aims to reduce the grating lobes by exploiting the angle- and frequency-dependent phase-shifts observed in the response of the array to a planar wave-front travelling across it.
Furthermore, we propose a method by which the spatial correlation characteristics of an array operating at 33 GHz carrier frequency with an instantaneous bandwidth of 1 GHz can be improved such that the angular-domain side-lobes are reduced by 5-10 dB. This method, applicable to arbitrary antenna array manifolds, makes use of a linear operator that is applied to the base-band samples of the channel transfer function measured in space and frequency domains. By means of synthetically simulated arrays, we show that when operating with a bandwidth of 1 GHz, the use of a derived linear operator applied to the array output results in the spatial correlation characteristics approaching those of the array operating at a bandwidth of 12 GHz. Hence, non-ambiguous angle estimates can be obtained in the field without the use of expensive high-bandwidth RF front-end components.
Comments: 7 pages, 4 figures, 27th Workshop on Smart Antennas, 2024
Subjects: Signal Processing (eess.SP)
Cite as: arXiv:2403.17654 [eess.SP]
  (or arXiv:2403.17654v1 [eess.SP] for this version)

Submission history

From: Marc Miranda [view email]
[v1] Tue, 26 Mar 2024 12:37:06 GMT (1822kb,D)

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