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Beamforming optimization for ISAC interference suppression via range-domain design in mixed near/far-field scenarios
Journal article   Open access   Peer reviewed

Beamforming optimization for ISAC interference suppression via range-domain design in mixed near/far-field scenarios

Freddy Y. P. Feng, Fan Liu, Suk Chan Kim, Dong Chan Park, Chen Lu and Pei Xiao
Complex & intelligent systems, Vol.12(9), p.212
01/09/2026

Abstract

Complexity Computational Intelligence Data Structures and Information Theory Engineering Original Article
Conventional far-field, angle-only ISAC beamforming cannot separate communication users from sensing targets that share the same angular sector. This paper introduces a range-domain interference-suppression principle for hybrid near/far-field ISAC, exploiting the asymmetry that near-field beams focus in both range and angle (2D) while far-field beams focus only in angle (1D). On this basis, we derive a bi-directional mixed near/far-field SINR model with range-dependent steering vectors absent from conventional formulations, and prove, via a closed-form single-user analysis, a wavefront-curvature-mismatch effect: under full angular overlap, range-induced channel decorrelation yields an interference-suppression gain that scales with array aperture and inverse user range, opening a new spatial degree of freedom unavailable in pure far- or near-field designs. The resulting non-convex sum-rate problem is solved by an SOCP-based WMMSE–SCA procedure with guaranteed KKT-point convergence. At SNR = 10  dB the proposed scheme attains 9.0 bps/Hz, surpassing MRT and Random baselines by about 60 % and 108 % under the 8 dB per-user and 25 dB radar SINR constraints, with the advantage robust across system parameters.
url
https://doi.org/10.1007/s40747-026-02384-3View
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