“…Beamforming with microphone arrays has attracted much attention recently due to its wide range of applications, such as hands-free voice communications and human-machine interfaces (Brandstein and Ward, 2001;Benesty et al, 2008;Benesty et al, 2017). Many beamforming algorithms were developed in the literature such as the delay-and-sum (DS) beamformer (Schelkunoff, 1943), broadband beamformers based narrowband decomposition (Doclo and Moonen, 2003;Benesty et al, 2007;Capon, 1969;Frost, 1972) and nested arrays (Zheng et al, 2004;Kellermann, 1991;Elko and Meyer, 2008), modal beamformers (Torres et al, 2012;Yan et al, 2011;Koyama et al, 2016;Park and Rafaely, 2005), superdirective beamformers (Cox et al, 1986;Kates, 1993;Wang et al, 2014), and differential beamformers with differential microphone arrays (DMAs) (Elko, 2000;Elko and Meyer, 2008;Chen et al, 2014;Pan et al, 2015b;Abhayapala and Gupta, 2010;Weinberger et al, 1933;Olson, 1946;Sessler and West, 1971;Warren and Thompson, 2006). Among these, differential beamformers are now widely used in a wide spectrum of small devices such as smart speakers, smartphones, and robotics, primarily because they exhibit frequency-invariant beampatterns and can achieve high directivity factors (DFs) with small apertures.…”