VE7UWU/sdrangel
1
0
Fork 0
mirror of https://github.com/f4exb/sdrangel.git synced 2024-11-16 05:11:49 -05:00
Code Issues Projects Releases Wiki Activity
c9c605f448
sdrangel/plugins/channelrx/demoddatv/ldpctool/generic.h

721 lines
15 KiB
C++
Raw Blame History

///////////////////////////////////////////////////////////////////////////////////////
// Copyright (C) 2021 Edouard Griffiths, F4EXB <f4exb06@gmail.com> //
// //
// This program 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 as version 3 of the License, or //
// (at your option) any later version. //
// //
// This program 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 V3 for more details. //
// //
// You should have received a copy of the GNU General Public License //
// along with this program. If not, see <http://www.gnu.org/licenses/>. //
///////////////////////////////////////////////////////////////////////////////////////
/*
Generic LDPC algorithms
Copyright 2018 Ahmet Inan <xdsopl@gmail.com>
*/
#ifndef GENERIC_HH
#define GENERIC_HH
#include "exclusive_reduce.h"
namespace ldpctool {
template <typename TYPE>
struct NormalUpdate
{
static void update(TYPE *a, TYPE b)
{
*a = b;
}
};
template <typename TYPE>
struct SelfCorrectedUpdate
{
static void update(TYPE *a, TYPE b)
{
*a = (*a == TYPE(0) || (*a < TYPE(0)) == (b < TYPE(0))) ? b : TYPE(0);
}
};
template <typename TYPE, typename UPDATE>
struct MinSumAlgorithm
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE min(TYPE a, TYPE b)
{
return std::min(a, b);
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static void finalp(TYPE *links, int cnt)
{
TYPE mags[cnt], mins[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = std::abs(links[i]);
CODE::exclusive_reduce(mags, mins, cnt, min);
TYPE signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, sign);
for (int i = 0; i < cnt; ++i)
links[i] = sign(mins[i], signs[i]);
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
template <typename UPDATE>
struct MinSumAlgorithm<float, UPDATE>
{
static float zero()
{
return 0.f;
}
static float one()
{
return 1.f;
}
static float min(float a, float b)
{
return std::min(a, b);
}
static int xor_(int a, int b)
{
return a ^ b;
}
static void finalp(float *links, int cnt)
{
int mask = 0x80000000;
float mags[cnt], mins[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = std::abs(links[i]);
CODE::exclusive_reduce(mags, mins, cnt, min);
int signs[cnt];
CODE::exclusive_reduce(reinterpret_cast<int *>(links), signs, cnt, xor_);
for (int i = 0; i < cnt; ++i)
signs[i] &= mask;
for (int i = 0; i < cnt; ++i)
reinterpret_cast<int *>(links)[i] = signs[i] | reinterpret_cast<int *>(mins)[i];
}
static float sign(float a, float b)
{
return b < 0.f ? -a : b > 0.f ? a : 0.f;
}
static float add(float a, float b)
{
return a + b;
}
static float sub(float a, float b)
{
return a - b;
}
static bool bad(float v, int)
{
return v <= 0.f;
}
static void update(float *a, float b)
{
UPDATE::update(a, b);
}
};
template <typename UPDATE>
struct MinSumAlgorithm<int8_t, UPDATE>
{
static int8_t zero()
{
return 0;
}
static int8_t one()
{
return 1;
}
static int8_t add(int8_t a, int8_t b)
{
int16_t x = int16_t(a) + int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static int8_t sub(int8_t a, int8_t b)
{
int16_t x = int16_t(a) - int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static int8_t min(int8_t a, int8_t b)
{
return std::min(a, b);
}
static int8_t xor_(int8_t a, int8_t b)
{
return a ^ b;
}
static int8_t sqabs(int8_t a)
{
return std::abs(std::max<int8_t>(a, -127));
}
static int8_t sign(int8_t a, int8_t b)
{
return b < 0 ? -a : b > 0 ? a : 0;
}
static void finalp(int8_t *links, int cnt)
{
int8_t mags[cnt], mins[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = sqabs(links[i]);
CODE::exclusive_reduce(mags, mins, cnt, min);
int8_t signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, xor_);
for (int i = 0; i < cnt; ++i)
signs[i] |= 127;
for (int i = 0; i < cnt; ++i)
links[i] = sign(mins[i], signs[i]);
}
static bool bad(int8_t v, int)
{
return v <= 0;
}
static void update(int8_t *a, int8_t b)
{
UPDATE::update(a, std::min<int8_t>(std::max<int8_t>(b, -32), 31));
}
};
template <typename TYPE, typename UPDATE, int FACTOR>
struct OffsetMinSumAlgorithm
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE min(TYPE a, TYPE b)
{
return std::min(a, b);
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static void finalp(TYPE *links, int cnt)
{
TYPE beta = 0.5 * FACTOR;
TYPE mags[cnt], mins[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = std::max(std::abs(links[i]) - beta, TYPE(0));
CODE::exclusive_reduce(mags, mins, cnt, min);
TYPE signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, sign);
for (int i = 0; i < cnt; ++i)
links[i] = sign(mins[i], signs[i]);
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
template <typename UPDATE, int FACTOR>
struct OffsetMinSumAlgorithm<int8_t, UPDATE, FACTOR>
{
static int8_t zero()
{
return 0;
}
static int8_t one()
{
return 1;
}
static int8_t add(int8_t a, int8_t b)
{
int16_t x = int16_t(a) + int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static int8_t sub(int8_t a, int8_t b)
{
int16_t x = int16_t(a) - int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static uint8_t subu(uint8_t a, uint8_t b)
{
int16_t x = int16_t(a) - int16_t(b);
x = std::max<int16_t>(x, 0);
return x;
}
static int8_t min(int8_t a, int8_t b)
{
return std::min(a, b);
}
static int8_t xor_(int8_t a, int8_t b)
{
return a ^ b;
}
static int8_t sqabs(int8_t a)
{
return std::abs(std::max<int8_t>(a, -127));
}
static int8_t sign(int8_t a, int8_t b)
{
return b < 0 ? -a : b > 0 ? a : 0;
}
static void finalp(int8_t *links, int cnt)
{
int8_t beta = std::nearbyint(0.5 * FACTOR);
int8_t mags[cnt], mins[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = subu(sqabs(links[i]), beta);
CODE::exclusive_reduce(mags, mins, cnt, min);
int8_t signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, xor_);
for (int i = 0; i < cnt; ++i)
signs[i] |= 127;
for (int i = 0; i < cnt; ++i)
links[i] = sign(mins[i], signs[i]);
}
static bool bad(int8_t v, int)
{
return v <= 0;
}
static void update(int8_t *a, int8_t b)
{
UPDATE::update(a, std::min<int8_t>(std::max<int8_t>(b, -32), 31));
}
};
template <typename TYPE, typename UPDATE, int FACTOR>
struct MinSumCAlgorithm
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE correction_factor(TYPE a, TYPE b)
{
if (1) {
TYPE c = TYPE(FACTOR) / TYPE(2);
TYPE apb = std::abs(a + b);
TYPE amb = std::abs(a - b);
if (apb < TYPE(2) && amb > TYPE(2) * apb)
return c;
if (amb < TYPE(2) && apb > TYPE(2) * amb)
return -c;
return 0;
}
return std::log(TYPE(1)+std::exp(-std::abs(a+b))) - std::log(TYPE(1)+std::exp(-std::abs(a-b)));
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static TYPE min(TYPE a, TYPE b)
{
TYPE m = std::min(std::abs(a), std::abs(b));
TYPE x = sign(sign(m, a), b);
x += correction_factor(a, b);
return x;
}
static void finalp(TYPE *links, int cnt)
{
TYPE tmp[cnt];
CODE::exclusive_reduce(links, tmp, cnt, min);
for (int i = 0; i < cnt; ++i)
links[i] = tmp[i];
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
template <typename UPDATE, int FACTOR>
struct MinSumCAlgorithm<float, UPDATE, FACTOR>
{
static float zero()
{
return 0.f;
}
static float one()
{
return 1.f;
}
static float correction_factor(float a, float b)
{
float c = 0.5f;
float apb = std::abs(a + b);
float amb = std::abs(a - b);
if (apb < 2.f && amb > 2.f * apb)
return c;
if (amb < 2.f && apb > 2.f * amb)
return -c;
return 0;
}
static float min(float a, float b)
{
int mask = 0x80000000;
float m = std::min(std::abs(a), std::abs(b));
int tmp = (mask & (*reinterpret_cast<int *>(&a) ^ *reinterpret_cast<int *>(&b))) | *reinterpret_cast<int *>(&m);
float x = *reinterpret_cast<float *>(&tmp);
x += correction_factor(a, b);
return x;
}
static void finalp(float *links, int cnt)
{
float tmp[cnt];
CODE::exclusive_reduce(links, tmp, cnt, min);
for (int i = 0; i < cnt; ++i)
links[i] = tmp[i];
}
static float sign(float a, float b)
{
return b < 0.f ? -a : b > 0.f ? a : 0.f;
}
static float add(float a, float b)
{
return a + b;
}
static float sub(float a, float b)
{
return a - b;
}
static bool bad(float v, int)
{
return v <= 0.f;
}
static void update(float *a, float b)
{
UPDATE::update(a, b);
}
};
template <typename UPDATE, int FACTOR>
struct MinSumCAlgorithm<int8_t, UPDATE, FACTOR>
{
static int8_t zero()
{
return 0;
}
static int8_t one()
{
return 1;
}
static int8_t add(int8_t a, int8_t b)
{
int16_t x = int16_t(a) + int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static uint8_t addu(uint8_t a, uint8_t b)
{
int16_t x = int16_t(a) + int16_t(b);
x = std::min<int16_t>(x, 255);
return x;
}
static int8_t sub(int8_t a, int8_t b)
{
int16_t x = int16_t(a) - int16_t(b);
x = std::min<int16_t>(std::max<int16_t>(x, -128), 127);
return x;
}
static uint8_t subu(uint8_t a, uint8_t b)
{
int16_t x = int16_t(a) - int16_t(b);
x = std::max<int16_t>(x, 0);
return x;
}
static uint8_t abs(int8_t a)
{
return std::abs<int16_t>(a);
}
static int8_t sqabs(int8_t a)
{
return std::abs(std::max<int8_t>(a, -127));
}
static int8_t sign(int8_t a, int8_t b)
{
return b < 0 ? -a : b > 0 ? a : 0;
}
static int8_t correction_factor(int8_t a, int8_t b)
{
uint8_t factor2 = FACTOR * 2;
uint8_t c = FACTOR / 2;
uint8_t apb = abs(add(a, b));
uint8_t apb2 = addu(apb, apb);
uint8_t amb = abs(sub(a, b));
uint8_t amb2 = addu(amb, amb);
if (subu(factor2, apb) && subu(amb, apb2))
return c;
if (subu(factor2, amb) && subu(apb, amb2))
return -c;
return 0;
}
static int8_t min(int8_t a, int8_t b)
{
int8_t m = std::min(sqabs(a), sqabs(b));
int8_t x = sign(sign(m, a), b);
x = add(x, correction_factor(a, b));
return x;
}
static void finalp(int8_t *links, int cnt)
{
int8_t tmp[cnt];
CODE::exclusive_reduce(links, tmp, cnt, min);
for (int i = 0; i < cnt; ++i)
links[i] = tmp[i];
}
static bool bad(int8_t v, int)
{
return v <= 0;
}
static void update(int8_t *a, int8_t b)
{
UPDATE::update(a, std::min<int8_t>(std::max<int8_t>(b, -32), 31));
}
};
template <typename TYPE, typename UPDATE>
struct LogDomainSPA
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE phi(TYPE x)
{
x = std::min(std::max(x, TYPE(0.000001)), TYPE(14.5));
return std::log(std::exp(x)+TYPE(1)) - std::log(std::exp(x)-TYPE(1));
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static void finalp(TYPE *links, int cnt)
{
TYPE mags[cnt], sums[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = phi(std::abs(links[i]));
CODE::exclusive_reduce(mags, sums, cnt, add);
TYPE signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, sign);
for (int i = 0; i < cnt; ++i)
links[i] = sign(phi(sums[i]), signs[i]);
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
template <typename TYPE, typename UPDATE, int LAMBDA>
struct LambdaMinAlgorithm
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE phi(TYPE x)
{
x = std::min(std::max(x, TYPE(0.000001)), TYPE(14.5));
return std::log(std::exp(x)+TYPE(1)) - std::log(std::exp(x)-TYPE(1));
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static void finalp(TYPE *links, int cnt)
{
typedef std::pair<TYPE, int> Pair;
Pair mags[cnt];
for (int i = 0; i < cnt; ++i)
mags[i] = Pair(std::abs(links[i]), i);
std::nth_element(mags, mags+LAMBDA, mags+cnt, [](Pair a, Pair b){ return a.first < b.first; });
TYPE sums[cnt];
for (int i = 0; i < cnt; ++i) {
int j = 0;
if (i == mags[0].second)
++j;
sums[i] = phi(mags[j].first);
for (int l = 1; l < LAMBDA; ++l) {
++j;
if (i == mags[j].second)
++j;
sums[i] += phi(mags[j].first);
}
}
TYPE signs[cnt];
CODE::exclusive_reduce(links, signs, cnt, sign);
for (int i = 0; i < cnt; ++i)
links[i] = sign(phi(sums[i]), signs[i]);
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
template <typename TYPE, typename UPDATE>
struct SumProductAlgorithm
{
static TYPE zero()
{
return 0;
}
static TYPE one()
{
return 1;
}
static TYPE prep(TYPE x)
{
return std::tanh(TYPE(0.5) * x);
}
static TYPE postp(TYPE x)
{
return TYPE(2) * std::atanh(x);
}
static TYPE mul(TYPE a, TYPE b)
{
return a * b;
}
static TYPE sign(TYPE a, TYPE b)
{
return b < TYPE(0) ? -a : b > TYPE(0) ? a : TYPE(0);
}
static void finalp(TYPE *links, int cnt)
{
TYPE in[cnt], out[cnt];
for (int i = 0; i < cnt; ++i)
in[i] = prep(links[i]);
CODE::exclusive_reduce(in, out, cnt, mul);
for (int i = 0; i < cnt; ++i)
links[i] = postp(out[i]);
}
static TYPE add(TYPE a, TYPE b)
{
return a + b;
}
static TYPE sub(TYPE a, TYPE b)
{
return a - b;
}
static bool bad(TYPE v, int)
{
return v <= TYPE(0);
}
static void update(TYPE *a, TYPE b)
{
UPDATE::update(a, b);
}
};
} // namespace ldpctool
#endif
Reference in New Issue View Git Blame Copy Permalink