K. Fujii et J. Ohga, A METHOD FOR CONTINUING ADJUSTMENT OF ADAPTIVE FILTER COEFFICIENTS INVOICELESS NOISE TERMS AVAILABLE FOR ACOUSTIC ECHO CANCELER SYSTEMS, Electronics and communications in Japan. Part 3, Fundamental electronic science, 79(10), 1996, pp. 79-87
In the acoustic echo canceller, the speaker input signal is used as a
reference signal to update adaptive filter coefficients, and is someti
mes composed of only the far-end background noise. This paper proposes
a configuration in which the estimation error is kept constant also f
or a voiceless noise period, while continuously updating the coefficie
nts. The summational normalization LMS is used as the adaptive algorit
hm, where the products of the residual echo and the transmitted signal
(i.e., the numerators of the coefficient update resulting from the no
rmalized least mean square (NLMS) algorithm), as well as the norm of t
he transmitted signal (i.e., the denominator of the fore-mentioned), a
re accumulated, respectively, for a certain number, and the ratio of t
he two sums is used as the coefficient update. The summation number is
controlled by the power of the transmitted signal. When, for example,
the configuration is such that the coefficients are updated only when
the sum of the norms reaches a certain value (i.e., the threshold:, t
he echo cancellation is maintained at the desired value, independently
of the power of the transmitted signal. The cancellation is enhanced
in the period where the power of the transmitted signal is increased.
In addition to the control method, which can calculate the power of th
e environmental noise needed in determining the threshold, this paper
analyzes the structure of the filter.