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author | Tom Rondeau | 2011-09-26 14:59:01 -0400 |
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committer | Tom Rondeau | 2011-09-26 15:00:12 -0400 |
commit | 461725e514dcf5e2f7fa3e83249467ef28766869 (patch) | |
tree | 3be39fbf8fa85b4ab13e975206af21335d089b70 /gr-digital/include/digital_lms_dd_equalizer_cc.h | |
parent | 924479da09f02241d4fdc51429605f696c305ff5 (diff) | |
download | gnuradio-461725e514dcf5e2f7fa3e83249467ef28766869.tar.gz gnuradio-461725e514dcf5e2f7fa3e83249467ef28766869.tar.bz2 gnuradio-461725e514dcf5e2f7fa3e83249467ef28766869.zip |
digital: moved header files from lib to include in gr-digital.
Diffstat (limited to 'gr-digital/include/digital_lms_dd_equalizer_cc.h')
-rw-r--r-- | gr-digital/include/digital_lms_dd_equalizer_cc.h | 116 |
1 files changed, 116 insertions, 0 deletions
diff --git a/gr-digital/include/digital_lms_dd_equalizer_cc.h b/gr-digital/include/digital_lms_dd_equalizer_cc.h new file mode 100644 index 000000000..e3ad4bf4a --- /dev/null +++ b/gr-digital/include/digital_lms_dd_equalizer_cc.h @@ -0,0 +1,116 @@ +/* -*- 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 |