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/* -*- c++ -*- */
/*
* Copyright 2009,2010,2012 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_PFB_CLOCK_SYNC_CCF_H
#define INCLUDED_DIGITAL_PFB_CLOCK_SYNC_CCF_H
#include <digital_api.h>
#include <gr_block.h>
class digital_pfb_clock_sync_ccf;
typedef boost::shared_ptr<digital_pfb_clock_sync_ccf> digital_pfb_clock_sync_ccf_sptr;
DIGITAL_API digital_pfb_clock_sync_ccf_sptr
digital_make_pfb_clock_sync_ccf(double sps, float loop_bw,
const std::vector<float> &taps,
unsigned int filter_size=32,
float init_phase=0,
float max_rate_deviation=1.5,
int osps=1);
class gr_fir_ccf;
/*!
* \class digital_pfb_clock_sync_ccf
*
* \brief Timing synchronizer using polyphase filterbanks
*
* \ingroup filter_blk
* \ingroup pfb_blk
*
* This block performs timing synchronization for PAM signals by
* minimizing the derivative of the filtered signal, which in turn
* maximizes the SNR and minimizes ISI.
*
* This approach works by setting up two filterbanks; one filterbank
* contains the signal's pulse shaping matched filter (such as a root
* raised cosine filter), where each branch of the filterbank contains
* a different phase of the filter. The second filterbank contains
* the derivatives of the filters in the first filterbank. Thinking of
* this in the time domain, the first filterbank contains filters that
* have a sinc shape to them. We want to align the output signal to be
* sampled at exactly the peak of the sinc shape. The derivative of
* the sinc contains a zero at the maximum point of the sinc (sinc(0)
* = 1, sinc(0)' = 0). Furthermore, the region around the zero point
* is relatively linear. We make use of this fact to generate the
* error signal.
*
* If the signal out of the derivative filters is d_i[n] for the ith
* filter, and the output of the matched filter is x_i[n], we
* calculate the error as: e[n] = (Re{x_i[n]} * Re{d_i[n]} +
* Im{x_i[n]} * Im{d_i[n]}) / 2.0 This equation averages the error in
* the real and imaginary parts. There are two reasons we multiply by
* the signal itself. First, if the symbol could be positive or
* negative going, but we want the error term to always tell us to go
* in the same direction depending on which side of the zero point we
* are on. The sign of x_i[n] adjusts the error term to do
* this. Second, the magnitude of x_i[n] scales the error term
* depending on the symbol's amplitude, so larger signals give us a
* stronger error term because we have more confidence in that
* symbol's value. Using the magnitude of x_i[n] instead of just the
* sign is especially good for signals with low SNR.
*
* The error signal, e[n], gives us a value proportional to how far
* away from the zero point we are in the derivative signal. We want
* to drive this value to zero, so we set up a second order loop. We
* have two variables for this loop; d_k is the filter number in the
* filterbank we are on and d_rate is the rate which we travel through
* the filters in the steady state. That is, due to the natural clock
* differences between the transmitter and receiver, d_rate represents
* that difference and would traverse the filter phase paths to keep
* the receiver locked. Thinking of this as a second-order PLL, the
* d_rate is the frequency and d_k is the phase. So we update d_rate
* and d_k using the standard loop equations based on two error
* signals, d_alpha and d_beta. We have these two values set based on
* each other for a critically damped system, so in the block
* constructor, we just ask for "gain," which is d_alpha while d_beta
* is equal to (gain^2)/4.
*
* The block's parameters are:
*
* \li \p sps: The clock sync block needs to know the number of samples per
* symbol, because it defaults to return a single point representing
* the symbol. The sps can be any positive real number and does not
* need to be an integer.
*
* \li \p loop_bw: The loop bandwidth is used to set the gain of the
* inner control loop (see:
* http://gnuradio.squarespace.com/blog/2011/8/13/control-loop-gain-values.html).
* This should be set small (a value of around 2pi/100 is suggested in
* that blog post as the step size for the number of radians around
* the unit circle to move relative to the error).
*
* \li \p taps: One of the most important parameters for this block is
* the taps of the filter. One of the benefits of this algorithm is
* that you can put the matched filter in here as the taps, so you get
* both the matched filter and sample timing correction in one go. So
* create your normal matched filter. For a typical digital
* modulation, this is a root raised cosine filter. The number of taps
* of this filter is based on how long you expect the channel to be;
* that is, how many symbols do you want to combine to get the current
* symbols energy back (there's probably a better way of stating
* that). It's usually 5 to 10 or so. That gives you your filter, but
* now we need to think about it as a filter with different phase
* profiles in each filter. So take this number of taps and multiply
* it by the number of filters. This is the number you would use to
* create your prototype filter. When you use this in the PFB
* filerbank, it segments these taps into the filterbanks in such a
* way that each bank now represents the filter at different phases,
* equally spaced at 2pi/N, where N is the number of filters.
*
* \li \p filter_size (default=32): The number of filters can also be
* set and defaults to 32. With 32 filters, you get a good enough
* resolution in the phase to produce very small, almost unnoticeable,
* ISI. Going to 64 filters can reduce this more, but after that
* there is very little gained for the extra complexity.
*
* \li \p init_phase (default=0): The initial phase is another
* settable parameter and refers to the filter path the algorithm
* initially looks at (i.e., d_k starts at init_phase). This value
* defaults to zero, but it might be useful to start at a different
* phase offset, such as the mid-point of the filters.
*
* \li \p max_rate_deviation (default=1.5): The next parameter is the
* max_rate_devitation, which defaults to 1.5. This is how far we
* allow d_rate to swing, positive or negative, from 0. Constraining
* the rate can help keep the algorithm from walking too far away to
* lock during times when there is no signal.
*
* \li \p osps (default=1): The osps is the number of output samples per symbol. By default,
* the algorithm produces 1 sample per symbol, sampled at the exact
* sample value. This osps value was added to better work with
* equalizers, which do a better job of modeling the channel if they
* have 2 samps/sym.
*/
class DIGITAL_API digital_pfb_clock_sync_ccf : public gr_block
{
private:
/*!
* Build the polyphase filterbank timing synchronizer.
* \param sps (double) The number of samples per symbol in the incoming signal
* \param loop_bw (float) The bandwidth of the control loop; set's alpha and beta.
* \param taps (vector<int>) The filter taps.
* \param filter_size (uint) The number of filters in the filterbank (default = 32).
* \param init_phase (float) The initial phase to look at, or which filter to start
* with (default = 0).
* \param max_rate_deviation (float) Distance from 0 d_rate can get (default = 1.5).
* \param osps (int) The number of output samples per symbol (default=1).
*
*/
friend DIGITAL_API digital_pfb_clock_sync_ccf_sptr
digital_make_pfb_clock_sync_ccf(double sps, float loop_bw,
const std::vector<float> &taps,
unsigned int filter_size,
float init_phase,
float max_rate_deviation,
int osps);
bool d_updated;
double d_sps;
double d_sample_num;
float d_loop_bw;
float d_damping;
float d_alpha;
float d_beta;
int d_nfilters;
int d_taps_per_filter;
std::vector<gr_fir_ccf*> d_filters;
std::vector<gr_fir_ccf*> d_diff_filters;
std::vector< std::vector<float> > d_taps;
std::vector< std::vector<float> > d_dtaps;
float d_k;
float d_rate;
float d_rate_i;
float d_rate_f;
float d_max_dev;
int d_filtnum;
int d_osps;
float d_error;
int d_out_idx;
/*!
* Build the polyphase filterbank timing synchronizer.
*/
digital_pfb_clock_sync_ccf(double sps, float loop_bw,
const std::vector<float> &taps,
unsigned int filter_size,
float init_phase,
float max_rate_deviation,
int osps);
void create_diff_taps(const std::vector<float> &newtaps,
std::vector<float> &difftaps);
public:
~digital_pfb_clock_sync_ccf();
/*! \brief update the system gains from omega and eta
*
* This function updates the system gains based on the loop
* bandwidth and damping factor of the system.
* These two factors can be set separately through their own
* set functions.
*/
void update_gains();
/*!
* Resets the filterbank's filter taps with the new prototype filter
*/
void set_taps(const std::vector<float> &taps,
std::vector< std::vector<float> > &ourtaps,
std::vector<gr_fir_ccf*> &ourfilter);
/*!
* Returns all of the taps of the matched filter
*/
std::vector< std::vector<float> > get_taps();
/*!
* Returns all of the taps of the derivative filter
*/
std::vector< std::vector<float> > get_diff_taps();
/*!
* Returns the taps of the matched filter for a particular channel
*/
std::vector<float> get_channel_taps(int channel);
/*!
* Returns the taps in the derivative filter for a particular channel
*/
std::vector<float> get_diff_channel_taps(int channel);
/*!
* Return the taps as a formatted string for printing
*/
std::string get_taps_as_string();
/*!
* Return the derivative filter taps as a formatted string for printing
*/
std::string get_diff_taps_as_string();
/*******************************************************************
SET FUNCTIONS
*******************************************************************/
/*!
* \brief Set the loop bandwidth
*
* Set the loop filter's bandwidth to \p bw. This should be between
* 2*pi/200 and 2*pi/100 (in rads/samp). It must also be a positive
* number.
*
* When a new damping factor is set, the gains, alpha and beta, of the loop
* are recalculated by a call to update_gains().
*
* \param bw (float) new bandwidth
*
*/
void set_loop_bandwidth(float bw);
/*!
* \brief Set the loop damping factor
*
* Set the loop filter's damping factor to \p df. The damping factor
* should be sqrt(2)/2.0 for critically damped systems.
* Set it to anything else only if you know what you are doing. It must
* be a number between 0 and 1.
*
* When a new damping factor is set, the gains, alpha and beta, of the loop
* are recalculated by a call to update_gains().
*
* \param df (float) new damping factor
*
*/
void set_damping_factor(float df);
/*!
* \brief Set the loop gain alpha
*
* Set's the loop filter's alpha gain parameter.
*
* This value should really only be set by adjusting the loop bandwidth
* and damping factor.
*
* \param alpha (float) new alpha gain
*
*/
void set_alpha(float alpha);
/*!
* \brief Set the loop gain beta
*
* Set's the loop filter's beta gain parameter.
*
* This value should really only be set by adjusting the loop bandwidth
* and damping factor.
*
* \param beta (float) new beta gain
*
*/
void set_beta(float beta);
/*!
* Set the maximum deviation from 0 d_rate can have
*/
void set_max_rate_deviation(float m)
{
d_max_dev = m;
}
/*******************************************************************
GET FUNCTIONS
*******************************************************************/
/*!
* \brief Returns the loop bandwidth
*/
float get_loop_bandwidth() const;
/*!
* \brief Returns the loop damping factor
*/
float get_damping_factor() const;
/*!
* \brief Returns the loop gain alpha
*/
float get_alpha() const;
/*!
* \brief Returns the loop gain beta
*/
float get_beta() const;
/*!
* \brief Returns the current clock rate
*/
float get_clock_rate() const;
/*******************************************************************
*******************************************************************/
bool check_topology(int ninputs, int noutputs);
int general_work(int noutput_items,
gr_vector_int &ninput_items,
gr_vector_const_void_star &input_items,
gr_vector_void_star &output_items);
};
#endif
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