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authorTom Rondeau2011-09-26 14:59:01 -0400
committerTom Rondeau2011-09-26 15:00:12 -0400
commit461725e514dcf5e2f7fa3e83249467ef28766869 (patch)
tree3be39fbf8fa85b4ab13e975206af21335d089b70 /gr-digital/include/digital_lms_dd_equalizer_cc.h
parent924479da09f02241d4fdc51429605f696c305ff5 (diff)
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digital: moved header files from lib to include in gr-digital.
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+/* -*- c++ -*- */
+/*
+ * Copyright 2011 Free Software Foundation, Inc.
+ *
+ * This file is part of GNU Radio
+ *
+ * GNU Radio 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, or (at your option)
+ * any later version.
+ *
+ * GNU Radio 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 GNU Radio; see the file COPYING. If not, write to
+ * the Free Software Foundation, Inc., 51 Franklin Street,
+ * Boston, MA 02110-1301, USA.
+ */
+
+#ifndef INCLUDED_DIGITAL_LMS_DD_EQUALIZER_CC_H
+#define INCLUDED_DIGITAL_LMS_DD_EQUALIZER_CC_H
+
+#include <gr_adaptive_fir_ccc.h>
+#include <digital_constellation.h>
+
+class digital_lms_dd_equalizer_cc;
+typedef boost::shared_ptr<digital_lms_dd_equalizer_cc> digital_lms_dd_equalizer_cc_sptr;
+
+digital_lms_dd_equalizer_cc_sptr digital_make_lms_dd_equalizer_cc (int num_taps,
+ float mu, int sps,
+ digital_constellation_sptr cnst);
+
+/*!
+ * \brief Least-Mean-Square Decision Directed Equalizer (complex in/out)
+ * \ingroup eq_blk
+ *
+ * This block implements an LMS-based decision-directed equalizer.
+ * It uses a set of weights, w, to correlate against the inputs, u,
+ * and a decisions is then made from this output. The error
+ * in the decision is used to update teh weight vector.
+ *
+ * y[n] = conj(w[n]) u[n]
+ * d[n] = decision(y[n])
+ * e[n] = d[n] - y[n]
+ * w[n+1] = w[n] + mu u[n] conj(e[n])
+ *
+ * Where mu is a gain value (between 0 and 1 and usualy small,
+ * around 0.001 - 0.01.
+ *
+ * This block uses the digital_constellation object for making
+ * the decision from y[n]. Create the constellation object for
+ * whatever constellation is to be used and pass in the object.
+ * In Python, you can use something like:
+ * self.constellation = digital.constellation_qpsk()
+ * To create a QPSK constellation (see the digital_constellation
+ * block for more details as to what constellations are available
+ * or how to create your own). You then pass the object to this
+ * block as an sptr, or using "self.constellation.base()".
+ *
+ * The theory for this algorithm can be found in Chapter 9 of:
+ * S. Haykin, Adaptive Filter Theory, Upper Saddle River, NJ:
+ * Prentice Hall, 1996.
+ *
+ */
+class digital_lms_dd_equalizer_cc : public gr_adaptive_fir_ccc
+{
+private:
+ friend digital_lms_dd_equalizer_cc_sptr digital_make_lms_dd_equalizer_cc (int num_taps,
+ float mu, int sps,
+ digital_constellation_sptr cnst);
+
+ float d_mu;
+ std::vector<gr_complex> d_taps;
+ digital_constellation_sptr d_cnst;
+
+ digital_lms_dd_equalizer_cc (int num_taps,
+ float mu, int sps,
+ digital_constellation_sptr cnst);
+
+protected:
+
+ virtual gr_complex error(const gr_complex &out)
+ {
+ gr_complex decision, error;
+ d_cnst->map_to_points(d_cnst->decision_maker(&out), &decision);
+ error = decision - out;
+ return error;
+ }
+
+ virtual void update_tap(gr_complex &tap, const gr_complex &in)
+ {
+ tap += d_mu*conj(in)*d_error;
+ }
+
+public:
+ float get_gain()
+ {
+ return d_mu;
+ }
+
+ void set_gain(float mu)
+ {
+ if(mu < 0.0f || mu > 1.0f) {
+ throw std::out_of_range("digital_lms_dd_equalizer::set_mu: Gain value must in [0, 1]");
+ }
+ else {
+ d_mu = mu;
+ }
+ }
+
+};
+
+#endif