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Table 1 Computational complexity of the presented algorithms

From: Cascade algorithms for combined acoustic feedback cancelation and noise reduction

Algorithm

Computational complexity

AFC stage

NR stage

Rank-1 NR-AFC

\(O \left( \frac{6R \log _2(R) + 22R + n_A^2+n_A(5+R)}{R/2-n_A}\right)\)

\(O(64BM^3)\)

Rank-2 NR-AFC

\(O \left( \frac{6R \log _2(R) + 22R + n_A^2+n_A(5+R)}{R/2-n_A}\right)\)

\(O(64B(M+1)^3)\)

AFC-NR

\(O \left( M\frac{6R \log _2(R) + 22R + n_A^2+n_A(5+R)}{R/2-n_A}\right)\)

\(O(64BM^3)\)