In
signal processing
Signal processing is an electrical engineering subfield that focuses on analyzing, modifying and synthesizing ''signals'', such as audio signal processing, sound, image processing, images, Scalar potential, potential fields, Seismic tomograph ...
, a quadrature filter
is the
analytic representation of the
impulse response
In signal processing and control theory, the impulse response, or impulse response function (IRF), of a dynamic system is its output when presented with a brief input signal, called an impulse (). More generally, an impulse response is the reac ...
of a real-valued filter:
:
If the quadrature filter
is applied to a signal
, the result is
:
which implies that
is the analytic representation of
.
Since
is an analytic signal, it is either zero or complex-valued. In practice, therefore,
is often implemented as two real-valued filters, which correspond to the real and imaginary parts of the filter, respectively.
An ideal quadrature filter cannot have a finite
support. It has single sided support, but by choosing the (analog) function
carefully, it is possible to design quadrature filters which are localized such that they can be approximated by means of functions of finite
support. A digital realization without feedback (FIR) has finite support.
Applications
This construction will simply assemble an
analytic signal
In mathematics and signal processing, an analytic signal is a complex-valued function that has no negative frequency components. The real and imaginary parts of an analytic signal are real-valued functions related to each other by the Hilb ...
with a starting point to finally create a causal signal with finite energy. The two Delta Distributions will perform this operation. This will impose an additional constraint on the filter.
Single frequency signals
For single frequency signals (in practice narrow bandwidth signals) with frequency
the ''magnitude'' of the response of a quadrature filter equals the signal's amplitude ''A'' times the frequency function of the filter at frequency
.
:
:
:
This property can be useful when the signal ''s'' is a narrow-bandwidth signal of unknown frequency. By choosing a suitable frequency function ''Q'' of the filter, we may generate known functions of the unknown frequency
which then can be estimated.
See also
*
Analytic signal
In mathematics and signal processing, an analytic signal is a complex-valued function that has no negative frequency components. The real and imaginary parts of an analytic signal are real-valued functions related to each other by the Hilb ...
*
Hilbert transform
In mathematics and signal processing, the Hilbert transform is a specific singular integral that takes a function, of a real variable and produces another function of a real variable . The Hilbert transform is given by the Cauchy principal value ...
{{DEFAULTSORT:Quadrature Filter
Signal processing