Asymptotically Efficient Estimation of a Signal in Unknown Additive Noise

The author obtains new asymptotically efficient estimates for a signal observed in unknown symmetrical additive noise. These estimates are asymptotically efficient not only in the weak sense (in the sense of distributions), but also in the strong sense (in the sense of moments of arbitrary order).