Mercurial > octave
view libinterp/corefcn/filter.cc @ 19593:446c46af4b42 stable
strip trailing whitespace from most source files
* Makefile.am, NEWS, build-aux/common.mk, configure.ac,
doc/Makefile.am, doc/doxyhtml/Makefile.am,
doc/interpreter/Makefile.am, doc/interpreter/arith.txi,
doc/interpreter/audio.txi, doc/interpreter/basics.txi,
doc/interpreter/bugs.txi, doc/interpreter/container.txi,
doc/interpreter/cp-idx.txi, doc/interpreter/data.txi,
doc/interpreter/debug.txi, doc/interpreter/diagperm.txi,
doc/interpreter/diffeq.txi, doc/interpreter/doccheck/README,
doc/interpreter/doccheck/spellcheck, doc/interpreter/emacs.txi,
doc/interpreter/errors.txi, doc/interpreter/eval.txi,
doc/interpreter/expr.txi, doc/interpreter/external.txi,
doc/interpreter/fn-idx.txi, doc/interpreter/func.txi,
doc/interpreter/geometry.txi, doc/interpreter/geometryimages.m,
doc/interpreter/gpl.txi, doc/interpreter/grammar.txi,
doc/interpreter/gui.txi, doc/interpreter/image.txi,
doc/interpreter/install.txi, doc/interpreter/interp.txi,
doc/interpreter/interpimages.m, doc/interpreter/intro.txi,
doc/interpreter/io.txi, doc/interpreter/java.txi,
doc/interpreter/linalg.txi, doc/interpreter/macros.texi,
doc/interpreter/matrix.txi, doc/interpreter/munge-texi.pl,
doc/interpreter/nonlin.txi, doc/interpreter/numbers.txi,
doc/interpreter/obsolete.txi, doc/interpreter/octave-config.1,
doc/interpreter/octave.texi, doc/interpreter/oop.txi,
doc/interpreter/op-idx.txi, doc/interpreter/optim.txi,
doc/interpreter/package.txi, doc/interpreter/plot.txi,
doc/interpreter/poly.txi, doc/interpreter/preface.txi,
doc/interpreter/quad.txi, doc/interpreter/set.txi,
doc/interpreter/signal.txi, doc/interpreter/sparse.txi,
doc/interpreter/sparseimages.m, doc/interpreter/splineimages.m,
doc/interpreter/stats.txi, doc/interpreter/stmt.txi,
doc/interpreter/strings.txi, doc/interpreter/system.txi,
doc/interpreter/testfun.txi, doc/interpreter/tips.txi,
doc/interpreter/var.txi, doc/interpreter/vectorize.txi,
doc/liboctave/Makefile.am, doc/liboctave/array.texi,
doc/liboctave/bugs.texi, doc/liboctave/cp-idx.texi,
doc/liboctave/dae.texi, doc/liboctave/diffeq.texi,
doc/liboctave/error.texi, doc/liboctave/factor.texi,
doc/liboctave/fn-idx.texi, doc/liboctave/gpl.texi,
doc/liboctave/install.texi, doc/liboctave/intro.texi,
doc/liboctave/liboctave.texi, doc/liboctave/matvec.texi,
doc/liboctave/nleqn.texi, doc/liboctave/nlfunc.texi,
doc/liboctave/ode.texi, doc/liboctave/optim.texi,
doc/liboctave/preface.texi, doc/liboctave/quad.texi,
doc/liboctave/range.texi, doc/refcard/Makefile.am,
doc/refcard/refcard.tex, etc/HACKING, etc/NEWS.1, etc/NEWS.2,
etc/NEWS.3, etc/OLD-ChangeLogs/ChangeLog,
etc/OLD-ChangeLogs/doc-ChangeLog,
etc/OLD-ChangeLogs/scripts-ChangeLog,
etc/OLD-ChangeLogs/src-ChangeLog, etc/OLD-ChangeLogs/test-ChangeLog,
etc/PROJECTS, etc/README.Cygwin, etc/README.MacOS, etc/README.MinGW,
etc/README.gnuplot, etc/gdbinit, etc/icons/Makefile.am,
examples/@polynomial/end.m, examples/@polynomial/subsasgn.m,
examples/Makefile.am, examples/standalonebuiltin.cc,
libgui/Makefile.am, libgui/qterminal/libqterminal/README,
libgui/qterminal/libqterminal/unix/BlockArray.cpp,
libgui/qterminal/libqterminal/unix/BlockArray.h,
libgui/qterminal/libqterminal/unix/Character.h,
libgui/qterminal/libqterminal/unix/CharacterColor.h,
libgui/qterminal/libqterminal/unix/Emulation.cpp,
libgui/qterminal/libqterminal/unix/Emulation.h,
libgui/qterminal/libqterminal/unix/Filter.cpp,
libgui/qterminal/libqterminal/unix/Filter.h,
libgui/qterminal/libqterminal/unix/History.cpp,
libgui/qterminal/libqterminal/unix/History.h,
libgui/qterminal/libqterminal/unix/KeyboardTranslator.cpp,
libgui/qterminal/libqterminal/unix/KeyboardTranslator.h,
libgui/qterminal/libqterminal/unix/LineFont.h,
libgui/qterminal/libqterminal/unix/QUnixTerminalImpl.cpp,
libgui/qterminal/libqterminal/unix/QUnixTerminalImpl.h,
libgui/qterminal/libqterminal/unix/Screen.cpp,
libgui/qterminal/libqterminal/unix/Screen.h,
libgui/qterminal/libqterminal/unix/ScreenWindow.cpp,
libgui/qterminal/libqterminal/unix/ScreenWindow.h,
libgui/qterminal/libqterminal/unix/TerminalCharacterDecoder.cpp,
libgui/qterminal/libqterminal/unix/TerminalCharacterDecoder.h,
libgui/qterminal/libqterminal/unix/Vt102Emulation.h,
libgui/qterminal/libqterminal/win32/QWinTerminalImpl.cpp,
libgui/qterminal/qterminal/main.cpp,
libgui/src/m-editor/file-editor-tab.cc, libgui/src/octave-gui.cc,
libgui/src/octave-qt-link.cc, libinterp/corefcn/data.cc,
libinterp/corefcn/defun-int.h, libinterp/corefcn/det.cc,
libinterp/corefcn/gl2ps-renderer.cc, libinterp/corefcn/graphics.cc,
libinterp/corefcn/graphics.in.h, libinterp/corefcn/ls-mat5.cc,
libinterp/corefcn/lu.cc, libinterp/corefcn/oct-tex-parser.yy,
libinterp/corefcn/oct-tex-symbols.in, libinterp/corefcn/quadcc.cc,
libinterp/corefcn/zfstream.cc, libinterp/dldfcn/__eigs__.cc,
libinterp/dldfcn/__voronoi__.cc, libinterp/gendoc.pl,
libinterp/genprops.awk, libinterp/mk-errno-list, libinterp/mk-pkg-add,
libinterp/mkbuiltins, libinterp/mkdefs, libinterp/mkdocs,
libinterp/mkops, libinterp/octave-value/ov-java.cc,
libinterp/parse-tree/lex.ll, libinterp/parse-tree/oct-parse.in.yy,
libinterp/parse-tree/octave.gperf, liboctave/Makefile.am,
liboctave/array/Array.cc, liboctave/array/module.mk,
liboctave/cruft/daspk/datv.f, liboctave/cruft/daspk/dcnst0.f,
liboctave/cruft/daspk/dcnstr.f, liboctave/cruft/daspk/ddasic.f,
liboctave/cruft/daspk/ddasid.f, liboctave/cruft/daspk/ddasik.f,
liboctave/cruft/daspk/ddaspk.f, liboctave/cruft/daspk/ddstp.f,
liboctave/cruft/daspk/ddwnrm.f, liboctave/cruft/daspk/dfnrmd.f,
liboctave/cruft/daspk/dfnrmk.f, liboctave/cruft/daspk/dhels.f,
liboctave/cruft/daspk/dheqr.f, liboctave/cruft/daspk/dinvwt.f,
liboctave/cruft/daspk/dlinsd.f, liboctave/cruft/daspk/dlinsk.f,
liboctave/cruft/daspk/dmatd.f, liboctave/cruft/daspk/dnedd.f,
liboctave/cruft/daspk/dnedk.f, liboctave/cruft/daspk/dnsd.f,
liboctave/cruft/daspk/dnsid.f, liboctave/cruft/daspk/dnsik.f,
liboctave/cruft/daspk/dnsk.f, liboctave/cruft/daspk/dorth.f,
liboctave/cruft/daspk/dslvd.f, liboctave/cruft/daspk/dslvk.f,
liboctave/cruft/daspk/dspigm.f, liboctave/cruft/daspk/dyypnw.f,
liboctave/cruft/dasrt/ddasrt.f, liboctave/cruft/dasrt/drchek.f,
liboctave/cruft/dassl/ddaslv.f, liboctave/cruft/dassl/ddassl.f,
liboctave/cruft/misc/blaswrap.c, liboctave/cruft/misc/module.mk,
liboctave/cruft/odepack/cfode.f, liboctave/cruft/odepack/dlsode.f,
liboctave/cruft/odepack/ewset.f, liboctave/cruft/odepack/intdy.f,
liboctave/cruft/odepack/prepj.f, liboctave/cruft/odepack/sintdy.f,
liboctave/cruft/odepack/slsode.f, liboctave/cruft/odepack/solsy.f,
liboctave/cruft/odepack/ssolsy.f, liboctave/cruft/odepack/stode.f,
liboctave/cruft/odepack/vnorm.f, liboctave/cruft/ranlib/Basegen.doc,
liboctave/cruft/ranlib/README, liboctave/cruft/ranlib/genbet.f,
liboctave/cruft/ranlib/genexp.f, liboctave/cruft/ranlib/gennch.f,
liboctave/cruft/ranlib/gennf.f, liboctave/cruft/ranlib/gennor.f,
liboctave/cruft/ranlib/getsd.f, liboctave/cruft/ranlib/initgn.f,
liboctave/cruft/ranlib/phrtsd.f, liboctave/cruft/ranlib/randlib.fdoc,
liboctave/cruft/ranlib/setsd.f, liboctave/cruft/ranlib/tstgmn.for,
liboctave/cruft/ranlib/tstmid.for, liboctave/cruft/slatec-fn/atanh.f,
liboctave/cruft/slatec-fn/datanh.f,
liboctave/cruft/slatec-fn/xgmainc.f,
liboctave/cruft/slatec-fn/xsgmainc.f, liboctave/numeric/module.mk,
liboctave/operators/mk-ops.awk, liboctave/operators/mx-ops,
liboctave/operators/sparse-mk-ops.awk,
liboctave/operators/sparse-mx-ops, liboctave/operators/vx-ops,
liboctave/util/module.mk, run-octave.in, scripts/@ftp/ftp.m,
scripts/audio/wavread.m, scripts/deprecated/java_convert_matrix.m,
scripts/deprecated/java_debug.m, scripts/deprecated/java_invoke.m,
scripts/deprecated/java_new.m,
scripts/deprecated/java_unsigned_conversion.m,
scripts/deprecated/javafields.m, scripts/deprecated/javamethods.m,
scripts/deprecated/shell_cmd.m, scripts/general/accumarray.m,
scripts/general/display.m, scripts/general/fieldnames.m,
scripts/general/interp1.m, scripts/general/interp2.m,
scripts/general/interp3.m, scripts/general/isa.m,
scripts/general/methods.m, scripts/general/sortrows.m,
scripts/geometry/convhull.m, scripts/geometry/delaunay.m,
scripts/geometry/delaunay3.m, scripts/geometry/delaunayn.m,
scripts/geometry/griddata.m, scripts/geometry/griddatan.m,
scripts/geometry/voronoi.m, scripts/geometry/voronoin.m,
scripts/gui/guihandles.m, scripts/gui/inputdlg.m,
scripts/gui/listdlg.m, scripts/gui/msgbox.m, scripts/gui/questdlg.m,
scripts/gui/uigetfile.m, scripts/gui/waitbar.m, scripts/gui/warndlg.m,
scripts/help/doc.m, scripts/help/help.m, scripts/help/type.m,
scripts/image/bone.m, scripts/image/cmpermute.m,
scripts/image/cmunique.m, scripts/image/colorcube.m,
scripts/image/colormap.m, scripts/image/contrast.m,
scripts/image/gray2ind.m, scripts/image/image.m,
scripts/image/imshow.m, scripts/image/ind2gray.m, scripts/image/jet.m,
scripts/image/rgb2ntsc.m, scripts/image/spinmap.m,
scripts/io/importdata.m, scripts/io/strread.m, scripts/io/textread.m,
scripts/io/textscan.m, scripts/java/java_get.m,
scripts/java/java_set.m, scripts/java/javaaddpath.m,
scripts/java/javaclasspath.m, scripts/java/javamem.m,
scripts/linear-algebra/linsolve.m, scripts/linear-algebra/qzhess.m,
scripts/miscellaneous/debug.m, scripts/miscellaneous/desktop.m,
scripts/miscellaneous/dir.m, scripts/miscellaneous/dos.m,
scripts/miscellaneous/edit.m, scripts/miscellaneous/fact.m,
scripts/miscellaneous/getappdata.m, scripts/miscellaneous/inputname.m,
scripts/miscellaneous/license.m, scripts/miscellaneous/ls_command.m,
scripts/miscellaneous/run.m, scripts/miscellaneous/setfield.m,
scripts/miscellaneous/unix.m, scripts/miscellaneous/ver.m,
scripts/mk-pkg-add, scripts/mkdoc.pl,
scripts/optimization/fminsearch.m, scripts/optimization/optimset.m,
scripts/optimization/sqp.m, scripts/pkg/pkg.m,
scripts/pkg/private/create_pkgadddel.m,
scripts/pkg/private/fix_depends.m, scripts/pkg/private/install.m,
scripts/plot/appearance/axis.m, scripts/plot/appearance/box.m,
scripts/plot/appearance/clabel.m, scripts/plot/appearance/daspect.m,
scripts/plot/appearance/datetick.m, scripts/plot/appearance/grid.m,
scripts/plot/appearance/legend.m, scripts/plot/appearance/orient.m,
scripts/plot/appearance/shading.m, scripts/plot/appearance/text.m,
scripts/plot/appearance/title.m, scripts/plot/appearance/xlabel.m,
scripts/plot/appearance/ylabel.m, scripts/plot/appearance/zlabel.m,
scripts/plot/draw/area.m, scripts/plot/draw/bar.m,
scripts/plot/draw/barh.m, scripts/plot/draw/colorbar.m,
scripts/plot/draw/contour.m, scripts/plot/draw/contour3.m,
scripts/plot/draw/contourf.m, scripts/plot/draw/ellipsoid.m,
scripts/plot/draw/errorbar.m, scripts/plot/draw/ezcontour.m,
scripts/plot/draw/ezcontourf.m, scripts/plot/draw/ezmesh.m,
scripts/plot/draw/ezpolar.m, scripts/plot/draw/fill.m,
scripts/plot/draw/fplot.m, scripts/plot/draw/hist.m,
scripts/plot/draw/meshc.m, scripts/plot/draw/meshz.m,
scripts/plot/draw/pareto.m, scripts/plot/draw/patch.m,
scripts/plot/draw/peaks.m, scripts/plot/draw/pie.m,
scripts/plot/draw/pie3.m, scripts/plot/draw/plot.m,
scripts/plot/draw/plotyy.m, scripts/plot/draw/private/__bar__.m,
scripts/plot/draw/private/__contour__.m,
scripts/plot/draw/private/__errplot__.m,
scripts/plot/draw/private/__ezplot__.m,
scripts/plot/draw/private/__patch__.m,
scripts/plot/draw/private/__stem__.m, scripts/plot/draw/rectangle.m,
scripts/plot/draw/ribbon.m, scripts/plot/draw/rose.m,
scripts/plot/draw/scatter.m, scripts/plot/draw/scatter3.m,
scripts/plot/draw/semilogx.m, scripts/plot/draw/shrinkfaces.m,
scripts/plot/draw/sombrero.m, scripts/plot/draw/sphere.m,
scripts/plot/draw/stairs.m, scripts/plot/draw/stem.m,
scripts/plot/draw/stemleaf.m, scripts/plot/draw/surf.m,
scripts/plot/draw/surface.m, scripts/plot/draw/surfc.m,
scripts/plot/draw/surfl.m, scripts/plot/draw/surfnorm.m,
scripts/plot/draw/tetramesh.m, scripts/plot/draw/trimesh.m,
scripts/plot/draw/triplot.m, scripts/plot/draw/trisurf.m,
scripts/plot/util/__gnuplot_drawnow__.m,
scripts/plot/util/__plt_get_axis_arg__.m, scripts/plot/util/axes.m,
scripts/plot/util/clf.m, scripts/plot/util/copyobj.m,
scripts/plot/util/figure.m, scripts/plot/util/gcbo.m,
scripts/plot/util/graphics_toolkit.m, scripts/plot/util/hggroup.m,
scripts/plot/util/meshgrid.m, scripts/plot/util/newplot.m,
scripts/plot/util/print.m,
scripts/plot/util/private/__add_default_menu__.m,
scripts/plot/util/private/__fltk_print__.m,
scripts/plot/util/private/__gnuplot_print__.m,
scripts/plot/util/private/__print_parse_opts__.m,
scripts/plot/util/refreshdata.m, scripts/plot/util/subplot.m,
scripts/polynomial/conv.m, scripts/polynomial/poly.m,
scripts/polynomial/polyeig.m, scripts/polynomial/polyfit.m,
scripts/polynomial/polyval.m,
scripts/polynomial/private/__splinefit__.m,
scripts/polynomial/spline.m, scripts/prefs/prefdir.m,
scripts/prefs/preferences.m, scripts/prefs/private/prefsfile.m,
scripts/prefs/rmpref.m, scripts/signal/freqz.m,
scripts/signal/module.mk, scripts/sparse/eigs.m, scripts/sparse/pcg.m,
scripts/sparse/private/__sprand_impl__.m, scripts/sparse/sprand.m,
scripts/sparse/sprandn.m, scripts/sparse/spy.m, scripts/sparse/svds.m,
scripts/specfun/expint.m, scripts/specfun/factor.m,
scripts/special-matrix/gallery.m, scripts/special-matrix/hankel.m,
scripts/special-matrix/toeplitz.m, scripts/startup/inputrc,
scripts/statistics/base/kurtosis.m, scripts/statistics/base/moment.m,
scripts/statistics/base/qqplot.m, scripts/statistics/base/var.m,
scripts/statistics/distributions/betarnd.m,
scripts/statistics/distributions/binoinv.m,
scripts/statistics/distributions/binopdf.m,
scripts/statistics/distributions/binornd.m,
scripts/statistics/distributions/cauchy_rnd.m,
scripts/statistics/distributions/chi2rnd.m,
scripts/statistics/distributions/discrete_pdf.m,
scripts/statistics/distributions/discrete_rnd.m,
scripts/statistics/distributions/empirical_rnd.m,
scripts/statistics/distributions/exprnd.m,
scripts/statistics/distributions/frnd.m,
scripts/statistics/distributions/gamrnd.m,
scripts/statistics/distributions/geornd.m,
scripts/statistics/distributions/hygernd.m,
scripts/statistics/distributions/kolmogorov_smirnov_cdf.m,
scripts/statistics/distributions/laplace_cdf.m,
scripts/statistics/distributions/laplace_pdf.m,
scripts/statistics/distributions/logistic_cdf.m,
scripts/statistics/distributions/logistic_pdf.m,
scripts/statistics/distributions/lognrnd.m,
scripts/statistics/distributions/nbincdf.m,
scripts/statistics/distributions/nbininv.m,
scripts/statistics/distributions/nbinpdf.m,
scripts/statistics/distributions/nbinrnd.m,
scripts/statistics/distributions/normrnd.m,
scripts/statistics/distributions/poissinv.m,
scripts/statistics/distributions/poissrnd.m,
scripts/statistics/distributions/tinv.m,
scripts/statistics/distributions/trnd.m,
scripts/statistics/distributions/unidcdf.m,
scripts/statistics/distributions/unidpdf.m,
scripts/statistics/distributions/unidrnd.m,
scripts/statistics/distributions/unifrnd.m,
scripts/statistics/distributions/wblrnd.m,
scripts/statistics/models/module.mk,
scripts/statistics/tests/kruskal_wallis_test.m,
scripts/strings/base2dec.m, scripts/strings/deblank.m,
scripts/strings/dec2base.m, scripts/strings/dec2bin.m,
scripts/strings/dec2hex.m, scripts/strings/mat2str.m,
scripts/strings/ostrsplit.m, scripts/strings/regexptranslate.m,
scripts/strings/str2num.m, scripts/strings/strcat.m,
scripts/strings/strjoin.m, scripts/strings/strsplit.m,
scripts/strings/strtok.m, scripts/strings/strtrim.m,
scripts/strings/strtrunc.m, scripts/strings/substr.m,
scripts/testfun/__run_test_suite__.m, scripts/testfun/speed.m,
scripts/testfun/test.m, scripts/time/asctime.m,
scripts/time/datenum.m, scripts/time/datevec.m,
scripts/time/weekday.m, src/Makefile.am, test/Makefile.am,
test/build-bc-overload-tests.sh, test/build-sparse-tests.sh,
test/jit.tst, test/line-continue.tst: Strip trailing whitespace.
author | John W. Eaton <jwe@octave.org> |
---|---|
date | Tue, 20 Jan 2015 08:26:57 -0500 |
parents | 175b392e91fe |
children | 9ac2357f19bc |
line wrap: on
line source
/* Copyright (C) 1996-2013 John W. Eaton This file is part of Octave. Octave is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3 of the License, or (at your option) any later version. Octave is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with Octave; see the file COPYING. If not, see <http://www.gnu.org/licenses/>. */ // Based on Tony Richardson's filter.m. // // Originally translated to C++ by KH (Kurt.Hornik@wu-wien.ac.at) // with help from Fritz Leisch and Andreas Weingessel on Oct 20, 1994. // // Rewritten to use templates to handle both real and complex cases by // jwe, Wed Nov 1 19:15:29 1995. #ifdef HAVE_CONFIG_H #include <config.h> #endif #include "quit.h" #include "defun.h" #include "error.h" #include "oct-obj.h" #if !defined (CXX_NEW_FRIEND_TEMPLATE_DECL) extern MArray<double> filter (MArray<double>&, MArray<double>&, MArray<double>&, int dim); extern MArray<Complex> filter (MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, int dim); extern MArray<float> filter (MArray<float>&, MArray<float>&, MArray<float>&, int dim); extern MArray<FloatComplex> filter (MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, int dim); #endif template <class T> MArray<T> filter (MArray<T>& b, MArray<T>& a, MArray<T>& x, MArray<T>& si, int dim = 0) { MArray<T> y; octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type ab_len = a_len > b_len ? a_len : b_len; // FIXME: The two lines below should be unecessary because // this template is called with a and b as column vectors // already. However the a.resize line is currently (2011/04/26) // necessary to stop bug #33164. b.resize (dim_vector (ab_len, 1), 0.0); if (a_len > 1) a.resize (dim_vector (ab_len, 1), 0.0); T norm = a (0); if (norm == static_cast<T>(0.0)) { error ("filter: the first element of A must be non-zero"); return y; } dim_vector x_dims = x.dims (); if (dim < 0 || dim > x_dims.length ()) { error ("filter: DIM must be a valid dimension"); return y; } octave_idx_type x_len = x_dims(dim); dim_vector si_dims = si.dims (); octave_idx_type si_len = si_dims(0); if (si_len != ab_len - 1) { error ("filter: first dimension of SI must be of length max (length (a), length (b)) - 1"); return y; } if (si_dims.length () != x_dims.length ()) { error ("filter: dimensionality of SI and X must agree"); return y; } for (octave_idx_type i = 1; i < dim; i++) { if (si_dims(i) != x_dims(i-1)) { error ("filter: dimensionality of SI and X must agree"); return y; } } for (octave_idx_type i = dim+1; i < x_dims.length (); i++) { if (si_dims(i) != x_dims(i)) { error ("filter: dimensionality of SI and X must agree"); return y; } } if (x_len == 0) return x; if (norm != static_cast<T>(1.0)) { a = a / norm; b = b / norm; } if (a_len <= 1 && si_len <= 0) return b(0) * x; y.resize (x_dims, 0.0); int x_stride = 1; for (int i = 0; i < dim; i++) x_stride *= x_dims(i); octave_idx_type x_num = x_dims.numel () / x_len; for (octave_idx_type num = 0; num < x_num; num++) { octave_idx_type x_offset; if (x_stride == 1) x_offset = num * x_len; else { octave_idx_type x_offset2 = 0; x_offset = num; while (x_offset >= x_stride) { x_offset -= x_stride; x_offset2++; } x_offset += x_offset2 * x_stride * x_len; } octave_idx_type si_offset = num * si_len; if (a_len > 1) { T *py = y.fortran_vec (); T *psi = si.fortran_vec (); const T *pa = a.data (); const T *pb = b.data (); const T *px = x.data (); psi += si_offset; for (octave_idx_type i = 0, idx = x_offset; i < x_len; i++, idx += x_stride) { py[idx] = psi[0] + pb[0] * px[idx]; if (si_len > 0) { for (octave_idx_type j = 0; j < si_len - 1; j++) { OCTAVE_QUIT; psi[j] = psi[j+1] - pa[j+1] * py[idx] + pb[j+1] * px[idx]; } psi[si_len-1] = pb[si_len] * px[idx] - pa[si_len] * py[idx]; } else { OCTAVE_QUIT; psi[0] = pb[si_len] * px[idx] - pa[si_len] * py[idx]; } } } else if (si_len > 0) { T *py = y.fortran_vec (); T *psi = si.fortran_vec (); const T *pb = b.data (); const T *px = x.data (); psi += si_offset; for (octave_idx_type i = 0, idx = x_offset; i < x_len; i++, idx += x_stride) { py[idx] = psi[0] + pb[0] * px[idx]; if (si_len > 1) { for (octave_idx_type j = 0; j < si_len - 1; j++) { OCTAVE_QUIT; psi[j] = psi[j+1] + pb[j+1] * px[idx]; } psi[si_len-1] = pb[si_len] * px[idx]; } else { OCTAVE_QUIT; psi[0] = pb[1] * px[idx]; } } } } return y; } #if !defined (CXX_NEW_FRIEND_TEMPLATE_DECL) extern MArray<double> filter (MArray<double>&, MArray<double>&, MArray<double>&, MArray<double>&, int dim); extern MArray<Complex> filter (MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, int dim); extern MArray<float> filter (MArray<float>&, MArray<float>&, MArray<float>&, MArray<float>&, int dim); extern MArray<FloatComplex> filter (MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, int dim); #endif template <class T> MArray<T> filter (MArray<T>& b, MArray<T>& a, MArray<T>& x, int dim = -1) { dim_vector x_dims = x.dims (); if (dim < 0) { // Find first non-singleton dimension while (dim < x_dims.length () && x_dims(dim) <= 1) dim++; // All dimensions singleton, pick first dimension if (dim == x_dims.length ()) dim = 0; } else if (dim < 0 || dim > x_dims.length ()) { error ("filter: DIM must be a valid dimension"); return MArray<T> (); } octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type si_len = (a_len > b_len ? a_len : b_len) - 1; dim_vector si_dims = x.dims (); for (int i = dim; i > 0; i--) si_dims(i) = si_dims(i-1); si_dims(0) = si_len; MArray<T> si (si_dims, T (0.0)); return filter (b, a, x, si, dim); } DEFUN (filter, args, nargout, "-*- texinfo -*-\n\ @deftypefn {Built-in Function} {y =} filter (@var{b}, @var{a}, @var{x})\n\ @deftypefnx {Built-in Function} {[@var{y}, @var{sf}] =} filter (@var{b}, @var{a}, @var{x}, @var{si})\n\ @deftypefnx {Built-in Function} {[@var{y}, @var{sf}] =} filter (@var{b}, @var{a}, @var{x}, [], @var{dim})\n\ @deftypefnx {Built-in Function} {[@var{y}, @var{sf}] =} filter (@var{b}, @var{a}, @var{x}, @var{si}, @var{dim})\n\ Return the solution to the following linear, time-invariant difference\n\ equation:\n\ @tex\n\ $$\n\ \\sum_{k=0}^N a_{k+1} y_{n-k} = \\sum_{k=0}^M b_{k+1} x_{n-k}, \\qquad\n\ 1 \\le n \\le P\n\ $$\n\ @end tex\n\ @ifnottex\n\ @c Set example in small font to prevent overfull line\n\ \n\ @smallexample\n\ @group\n\ N M\n\ SUM a(k+1) y(n-k) = SUM b(k+1) x(n-k) for 1<=n<=length(x)\n\ k=0 k=0\n\ @end group\n\ @end smallexample\n\ \n\ @end ifnottex\n\ \n\ @noindent\n\ where\n\ @ifnottex\n\ N=length(a)-1 and M=length(b)-1.\n\ @end ifnottex\n\ @tex\n\ $a \\in \\Re^{N-1}$, $b \\in \\Re^{M-1}$, and $x \\in \\Re^P$.\n\ @end tex\n\ The result is calculated over the first non-singleton dimension of @var{x}\n\ or over @var{dim} if supplied.\n\ \n\ An equivalent form of the equation is:\n\ @tex\n\ $$\n\ y_n = -\\sum_{k=1}^N c_{k+1} y_{n-k} + \\sum_{k=0}^M d_{k+1} x_{n-k}, \\qquad\n\ 1 \\le n \\le P\n\ $$\n\ @end tex\n\ @ifnottex\n\ @c Set example in small font to prevent overfull line\n\ \n\ @smallexample\n\ @group\n\ N M\n\ y(n) = - SUM c(k+1) y(n-k) + SUM d(k+1) x(n-k) for 1<=n<=length(x)\n\ k=1 k=0\n\ @end group\n\ @end smallexample\n\ \n\ @end ifnottex\n\ \n\ @noindent\n\ where\n\ @ifnottex\n\ c = a/a(1) and d = b/a(1).\n\ @end ifnottex\n\ @tex\n\ $c = a/a_1$ and $d = b/a_1$.\n\ @end tex\n\ \n\ If the fourth argument @var{si} is provided, it is taken as the\n\ initial state of the system and the final state is returned as\n\ @var{sf}. The state vector is a column vector whose length is\n\ equal to the length of the longest coefficient vector minus one.\n\ If @var{si} is not supplied, the initial state vector is set to all\n\ zeros.\n\ \n\ In terms of the Z Transform, y is the result of passing the discrete-\n\ time signal x through a system characterized by the following rational\n\ system function:\n\ @tex\n\ $$\n\ H(z) = {\\displaystyle\\sum_{k=0}^M d_{k+1} z^{-k}\n\ \\over 1 + \\displaystyle\\sum_{k+1}^N c_{k+1} z^{-k}}\n\ $$\n\ @end tex\n\ @ifnottex\n\ \n\ @example\n\ @group\n\ M\n\ SUM d(k+1) z^(-k)\n\ k=0\n\ H(z) = ---------------------\n\ N\n\ 1 + SUM c(k+1) z^(-k)\n\ k=1\n\ @end group\n\ @end example\n\ \n\ @end ifnottex\n\ @seealso{filter2, fftfilt, freqz}\n\ @end deftypefn") { octave_value_list retval; int nargin = args.length (); if (nargin < 3 || nargin > 5) { print_usage (); return retval; } const char *errmsg = "filter: arguments a and b must be vectors"; int dim; dim_vector x_dims = args(2).dims (); if (nargin == 5) { dim = args(4).nint_value () - 1; if (dim < 0 || dim >= x_dims.length ()) { error ("filter: DIM must be a valid dimension"); return retval; } } else { // Find first non-singleton dimension dim = 0; while (dim < x_dims.length () && x_dims(dim) <= 1) dim++; // All dimensions singleton, pick first dimension if (dim == x_dims.length ()) dim = 0; } bool isfloat = (args(0).is_single_type () || args(1).is_single_type () || args(2).is_single_type () || (nargin >= 4 && args(3).is_single_type ())); if (args(0).is_complex_type () || args(1).is_complex_type () || args(2).is_complex_type () || (nargin >= 4 && args(3).is_complex_type ())) { if (isfloat) { FloatComplexColumnVector b (args(0).float_complex_vector_value ()); FloatComplexColumnVector a (args(1).float_complex_vector_value ()); FloatComplexNDArray x (args(2).float_complex_array_value ()); if (! error_state) { FloatComplexNDArray si; if (nargin == 3 || args(3).is_empty ()) { octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type si_len = (a_len > b_len ? a_len : b_len) - 1; dim_vector si_dims = x.dims (); for (int i = dim; i > 0; i--) si_dims(i) = si_dims(i-1); si_dims(0) = si_len; si.resize (si_dims, 0.0); } else { si = args(3).float_complex_array_value (); if (si.is_vector () && x.is_vector ()) si = si.reshape (dim_vector (si.numel (), 1)); } if (! error_state) { FloatComplexNDArray y (filter (b, a, x, si, dim)); if (nargout == 2) retval(1) = si; retval(0) = y; } else error (errmsg); } else error (errmsg); } else { ComplexColumnVector b (args(0).complex_vector_value ()); ComplexColumnVector a (args(1).complex_vector_value ()); ComplexNDArray x (args(2).complex_array_value ()); if (! error_state) { ComplexNDArray si; if (nargin == 3 || args(3).is_empty ()) { octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type si_len = (a_len > b_len ? a_len : b_len) - 1; dim_vector si_dims = x.dims (); for (int i = dim; i > 0; i--) si_dims(i) = si_dims(i-1); si_dims(0) = si_len; si.resize (si_dims, 0.0); } else { si = args(3).complex_array_value (); if (si.is_vector () && x.is_vector ()) si = si.reshape (dim_vector (si.numel (), 1)); } if (! error_state) { ComplexNDArray y (filter (b, a, x, si, dim)); if (nargout == 2) retval(1) = si; retval(0) = y; } else error (errmsg); } else error (errmsg); } } else { if (isfloat) { FloatColumnVector b (args(0).float_vector_value ()); FloatColumnVector a (args(1).float_vector_value ()); FloatNDArray x (args(2).float_array_value ()); if (! error_state) { FloatNDArray si; if (nargin == 3 || args(3).is_empty ()) { octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type si_len = (a_len > b_len ? a_len : b_len) - 1; dim_vector si_dims = x.dims (); for (int i = dim; i > 0; i--) si_dims(i) = si_dims(i-1); si_dims(0) = si_len; si.resize (si_dims, 0.0); } else { si = args(3).float_array_value (); if (si.is_vector () && x.is_vector ()) si = si.reshape (dim_vector (si.numel (), 1)); } if (! error_state) { FloatNDArray y (filter (b, a, x, si, dim)); if (nargout == 2) retval(1) = si; retval(0) = y; } else error (errmsg); } else error (errmsg); } else { ColumnVector b (args(0).vector_value ()); ColumnVector a (args(1).vector_value ()); NDArray x (args(2).array_value ()); if (! error_state) { NDArray si; if (nargin == 3 || args(3).is_empty ()) { octave_idx_type a_len = a.length (); octave_idx_type b_len = b.length (); octave_idx_type si_len = (a_len > b_len ? a_len : b_len) - 1; dim_vector si_dims = x.dims (); for (int i = dim; i > 0; i--) si_dims(i) = si_dims(i-1); si_dims(0) = si_len; si.resize (si_dims, 0.0); } else { si = args(3).array_value (); if (si.is_vector () && x.is_vector ()) si = si.reshape (dim_vector (si.numel (), 1)); } if (! error_state) { NDArray y (filter (b, a, x, si, dim)); if (nargout == 2) retval(1) = si; retval(0) = y; } else error (errmsg); } else error (errmsg); } } return retval; } template MArray<double> filter (MArray<double>&, MArray<double>&, MArray<double>&, MArray<double>&, int dim); template MArray<double> filter (MArray<double>&, MArray<double>&, MArray<double>&, int dim); template MArray<Complex> filter (MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, int dim); template MArray<Complex> filter (MArray<Complex>&, MArray<Complex>&, MArray<Complex>&, int dim); template MArray<float> filter (MArray<float>&, MArray<float>&, MArray<float>&, MArray<float>&, int dim); template MArray<float> filter (MArray<float>&, MArray<float>&, MArray<float>&, int dim); template MArray<FloatComplex> filter (MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, int dim); template MArray<FloatComplex> filter (MArray<FloatComplex>&, MArray<FloatComplex>&, MArray<FloatComplex>&, int dim); /* %!shared a, b, x, r %!test %! a = [1 1]; %! b = [1 1]; %! x = zeros (1,10); x(1) = 1; %! assert (filter (b, [1], x ), [1 1 0 0 0 0 0 0 0 0]); %! assert (filter (b, [1], x.'), [1 1 0 0 0 0 0 0 0 0].'); %! assert (filter (b.', [1], x ), [1 1 0 0 0 0 0 0 0 0] ); %! assert (filter (b.', [1], x.'), [1 1 0 0 0 0 0 0 0 0].'); %! assert (filter ([1], a, x ), [+1 -1 +1 -1 +1 -1 +1 -1 +1 -1] ); %! assert (filter ([1], a, x.'), [+1 -1 +1 -1 +1 -1 +1 -1 +1 -1].'); %! assert (filter ([1], a.', x ), [+1 -1 +1 -1 +1 -1 +1 -1 +1 -1] ); %! assert (filter ([1], a.', x.'), [+1 -1 +1 -1 +1 -1 +1 -1 +1 -1].'); %! assert (filter (b, a, x ), [1 0 0 0 0 0 0 0 0 0] ); %! assert (filter (b.', a, x ), [1 0 0 0 0 0 0 0 0 0] ); %! assert (filter (b, a.', x ), [1 0 0 0 0 0 0 0 0 0] ); %! assert (filter (b.', a, x ), [1 0 0 0 0 0 0 0 0 0] ); %! assert (filter (b, a, x.'), [1 0 0 0 0 0 0 0 0 0].'); %! assert (filter (b.', a, x.'), [1 0 0 0 0 0 0 0 0 0].'); %! assert (filter (b, a.', x.'), [1 0 0 0 0 0 0 0 0 0].'); %! assert (filter (b.', a, x.'), [1 0 0 0 0 0 0 0 0 0].'); %!test %! r = sqrt (1/2) * (1+i); %! a = a*r; %! b = b*r; %! assert (filter (b, [1], x ), r*[1 1 0 0 0 0 0 0 0 0] ); %! assert (filter (b, [1], r*x ), r*r*[1 1 0 0 0 0 0 0 0 0] ); %! assert (filter (b, [1], x.' ), r*[1 1 0 0 0 0 0 0 0 0].' ); %! assert (filter (b, a, x ), [1 0 0 0 0 0 0 0 0 0] ); %! assert (filter (b, a, r*x ), r*[1 0 0 0 0 0 0 0 0 0] ); %!shared a, b, x, y, so %!test %! a = [1,1]; %! b = [1,1]; %! x = zeros (1,10); x(1) = 1; %! [y, so] = filter (b, [1], x, [-1]); %! assert (y, [0 1 0 0 0 0 0 0 0 0]); %! assert (so, 0); %!test %! x = zeros (10,3); x(1,1) = -1; x(1,2) = 1; %! y0 = zeros (10,3); y0(1:2,1) = -1; y0(1:2,2) = 1; %! y = filter (b, [1], x); %! assert (y, y0); %!test %! a = [1,1]; %! b=[1,1]; %! x = zeros (4,4,2); x(1,1:4,1) = +1; x(1,1:4,2) = -1; %! y0 = zeros (4,4,2); y0(1:2,1:4,1) = +1; y0(1:2,1:4,2) = -1; %! y = filter (b, [1], x); %! assert (y, y0); %!assert (filter (1, ones (10,1) / 10, []), []) %!assert (filter (1, ones (10,1) / 10, zeros (0,10)), zeros (0,10)) %!assert (filter (1, ones (10,1) / 10, single (1:5)), repmat (single (10), 1, 5)) %% Test using initial conditions %!assert (filter ([1, 1, 1], [1, 1], [1 2], [1, 1]), [2 2]) %!assert (filter ([1, 1, 1], [1, 1], [1 2], [1, 1]'), [2 2]) %!assert (filter ([1, 3], [1], [1 2; 3 4; 5 6], [4, 5]), [5 7; 6 10; 14 18]) %!error (filter ([1, 3], [1], [1 2; 3 4; 5 6], [4, 5]')) %!assert (filter ([1, 3, 2], [1], [1 2; 3 4; 5 6], [1 0 0; 1 0 0], 2), [2 6; 3 13; 5 21]) ## Test of DIM parameter %!test %! x = ones (2, 1, 3, 4); %! x(1,1,:,:) = [1 2 3 4; 5 6 7 8; 9 10 11 12]; %! y0 = [1 1 6 2 15 3 2 1 8 2 18 3 3 1 10 2 21 3 4 1 12 2 24 3]; %! y0 = reshape (y0, size (x)); %! y = filter ([1 1 1], 1, x, [], 3); %! assert (y, y0); */