On asymptotically minimax nonparametric detection of signal in Gaussian white noise

For the problem of nonparametric detection of signal in Gaussian white noise we point out strong asymptotically minimax tests. The sets of alternatives are a ball in Besov space $B_{2\mathrm{\infty }}^r$ with “small” balls in $L_2$ removed.