A
comprehensive collection of RF &
microwave resources for wireless
communication engineers. Includes
tutorials, theory, design aids, circuit
diagrams, products, and more.
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& Microwave Resources Directory.
Adaptive
Filters (PDF) -
Discusses several applications of
adaptive filters, and gives diagrams for
the LMS and RLS algorithms, and for the
transversal and lattice implementations.
Also gives assembly language code for
each of these.
Adaptive
System Identification (a.k.a.
Adaptive System Estimation)
Adaptive
Filter Algorithm Demo - See
an adaptive filter in action! In this
online demo, an LMS filter is being used
to estimate the transfer function of an
unknown system. In fact, two types of LMS
filters are compared side-by side. You
can select the two types of filters to
compare, and see which converges to the
solution more quickly each time you
change the unknown system by clicking on
it. Real interactive fun!
Handouts
for EE 225A -
Twenty-five lectures on adaptive filters,
covering Wiener filters, Kalman filters,
the LMS and RLS algorithms. Also covers
the use of adaptive filters in spectrum
estimation and speech processing
applications. Uses a lot of statistical
mathematics -- could also use some
explanation.
Equalization
(PDF) - Lots
of diagrams, apparently for a
presentation. The text could use some
elaboration.
An
Introduction to the Kalman Filter -
You'll probably want to download the PDF
or Postscript version in order to see the
equations, which are barely legible.
An
Introduction to the Kalman Filter - Also
covers the extended Kalman filter. You'll
probably want to download the PDF or
Postscript version in order to see the
equations, which are barely legible.
Adaptive
Filter Based on the LMS Algorithm (PDF) - Goes
into great detail on the filter's
structure and operation. Unfortunately,
mentions only one application of the
filter - system identification.
Equalization
(PDF) - Lots
of diagrams, apparently for a
presentation. The text could use some
elaboration.
Adaptive
Filter Algorithm Demo - See
an adaptive filter in action! In this
online demo, an LMS filter is being used
to estimate the transfer function of an
unknown system. In fact, two types of LMS
filters are compared side-by side. You
can select the two types of filters to
compare, and see which converges to the
solution more quickly each time you
change the unknown system by clicking on
it. Real interactive fun!
Adaptive
Filters (PDF) -
Discusses several applications of
adaptive filters, and gives diagrams for
the LMS and RLS algorithms, and for the
transversal and lattice implementations.
Also gives assembly language code for
each of these.
Adaptive
Filter Based on the LMS Algorithm (PDF) - Goes
into great detail on the filter's
structure and operation. Unfortunately,
mentions only one application of the
filter - system identification.
Adaptive
Filter Algorithm Demo - See
an adaptive filter in action! In this
online demo, an LMS filter is being used
to estimate the transfer function of an
unknown system. In fact, two types of LMS
filters are compared side-by side. You
can select the two types of filters to
compare, and see which converges to the
solution more quickly each time you
change the unknown system by clicking on
it. Real interactive fun!