Reduced spectral response in adjacent spectral bins is very desirable for d
etectors since it gives capability to detect narrow band signals in the pre
sence of unknown interference and colored noise. Conventionally, this is ac
hieved by applying a smoothing window on the signal at the cost of detectio
n performance. In this correspondence, a new method of detecting narrowband
signals that uses a close approximation to the matched filter and the extr
apolated input signal is proposed. The Filter used has a frequency response
that is very closely equal to that of the matched filter within a doppler
bin anti nearly zero response outside it.