Suppression of Multiple Spatially Correlated Jammers

Effective suppression of inadvertent or deliberate jamming signals is crucial to ensure reliable wireless communication. However, as demonstrated in this paper, when the transmitted jamming signals are highly correlated, and especially when the correlation coefficient varies, nullifying the jamming signals can be challenging. Unlike existing techniques that often assume uncorrelated jamming signals or non-zero but constant correlation, we analyze the impact of the non-zero and varying correlations between transmitted jamming signals on the suppression of the jamming signals. Specifically, we observe that by varying the correlation coefficients between transmitted jamming signals, jammers can virtually change the jamming channels hence their nullspace, even when these channels do not physically change. This makes most jamming suppression techniques that rely on steering receiving beams towards the nullspace of jamming channels no longer applicable. To tackle the problem, we develop techniques to effectively track the jamming nullspace and correspondingly update receiving beams. Monte Carlo simulations show that our proposed techniques can suppress/nullify jamming signals for all considered scenarios with non-zero and varying correlation coefficients amongst transmitted jamming signals.

Automated summary

This paper discusses the impact of correlation on the suppression of jamming signals, finding that non-zero and varying correlation coefficients between transmitted jamming signals can virtually change the jamming channels and nullspace without physically altering the channels. Techniques have been developed to effectively track the jamming nullspace and update receiving beams accordingly, successfully suppressing jamming signals in all considered scenarios with non-zero and varying correlation coefficients.