CORDIC_Rotate_APFX/RomGenerators/sources/RomGeneratorML/RomGeneratorML.hpp
Camille Monière f0035238bf
Correct the name and improve widely
- Fix the MC (Monte-Carlo) to the proper algoritm name, ML (maximum
  likelyhood) and remove HalfPi since the use of divider allow to
  theoretically support any pi / 2^k, k an integer. In reality, a too
  low rotation would require more stages than 7 but it is for futur
  improvements.
- Make use of `divider` template to provide rotation grain finer than pi
  / 2. Validated (unit-tested) with pi / 4 with the same margins than pi
  / 2 (2% of error with floating scaling, 3% with fixed scaling).
- Fix rom size which now use N_STAGES+1 bits instead of 8 regardless of
  N_STAGES. Simplify the cordic method implementation, which
  unexpectedly (and fortunately) improved its performance.
2022-03-14 14:07:10 +01:00

151 lines
No EOL
5.3 KiB
C++

/*
*
* Copyright 2022 Camille "DrasLorus" Monière.
*
* This file is part of CORDIC_Rotate_APFX.
*
* This program is free software: you can redistribute it and/or modify it under the terms of the GNU
* Lesser General Public License as published by the Free Software Foundation, either 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
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public License along with this program.
* If not, see <https://www.gnu.org/licenses/>.
*
*/
#ifndef _ROM_GENERATOR_ML
#define _ROM_GENERATOR_ML
#include <climits>
#include <cmath>
#include <complex>
#include <cstdint>
template <unsigned In_W, unsigned NStages, unsigned Tq, unsigned divider = 2>
class CRomGeneratorML {
static_assert(In_W > 0, "Inputs can't be on zero bits.");
static_assert(NStages < 8, "7 stages of CORDIC is the maximum supported.");
static_assert(NStages > 1, "2 stages of CORDIC is the minimum.");
static_assert(NStages > 1, "2 stages of CORDIC is the minimum.");
static_assert(((divider - 1) & divider) == 0, "divider must be a power of 2.");
public:
static constexpr double rotation = M_PI / divider;
static constexpr double q = Tq;
static constexpr uint32_t max_length = 2 * divider * Tq; // 2pi / (pi / divider) * q
static constexpr int64_t scale_factor = int64_t(1U << (In_W - 1));
private:
constexpr std::complex<int64_t> cordic_ML(const std::complex<int64_t> & x_in,
uint8_t counter) {
int64_t A = x_in.real();
int64_t B = x_in.imag();
const uint8_t R = counter;
uint8_t mask = 0x01;
if ((R & mask) == mask) {
A = -A;
B = -B;
}
for (uint16_t u = 1; u < NStages + 1; u++) {
mask = mask << 1;
const int64_t Ri = (R & mask) == mask ? 1 : -1;
const int64_t I = A + Ri * (B / int64_t(1U << (u - 1)));
B = B - Ri * (A / int64_t(1U << (u - 1)));
A = I;
}
return {A, B};
}
public:
uint8_t rom[max_length];
CRomGeneratorML() {
for (unsigned n = 0; n < max_length; n++) {
const double re_x = floor(double(scale_factor - 1) * cos(-rotation / double(q) * double(n)));
const double im_x = floor(double(scale_factor - 1) * sin(-rotation / double(q) * double(n)));
const std::complex<int64_t> x {int64_t(re_x), int64_t(im_x)};
double error = 1000.;
uint8_t rom_v = 0x0;
std::complex<double> res;
for (uint32_t v = 0; v < max_length; v++) {
const std::complex<int64_t> res_int = cordic_ML(x, v);
const std::complex<double> res_dbl(double(res_int.real()) / double(scale_factor - 1),
double(res_int.imag()) / double(scale_factor - 1));
const double curr_error = std::abs(std::arg(res_dbl));
if (curr_error < error) {
error = curr_error;
rom_v = uint8_t(v);
res = res_dbl;
}
}
rom[n] = rom_v;
}
}
};
template <unsigned In_W, unsigned NStages, unsigned Tq, unsigned divider = 2>
void generate_rom_header_ml(const char * filename) {
const CRomGeneratorML<In_W, NStages, Tq, divider> rom;
FILE * rom_file = fopen(filename, "w");
if (!bool(rom_file)) {
perror("Can't open the rom file for writing.");
exit(EXIT_FAILURE);
}
char upper_file_def[64];
snprintf(upper_file_def, 64, "CORDIC_ROMS_ML_%u_%u_%u_%u", In_W, NStages, Tq, divider);
char rom_name[64];
snprintf(rom_name, 64, "ml_%u_%u_%u_%u", In_W, NStages, Tq, divider);
fprintf(rom_file, "#ifndef %s\n#define %s\n\n", upper_file_def, upper_file_def);
fprintf(rom_file, "#include <cstdint>\n\n");
fprintf(rom_file, "namespace cordic_roms {\n");
fprintf(rom_file, "constexpr uint8_t %s[%d] = {\n ", rom_name, rom.max_length);
for (uint16_t u = 0; u < rom.max_length - 1; u++) {
if (((u & 7) == 0) && u != 0) {
fprintf(rom_file, "\n ");
}
fprintf(rom_file, "%3d, ", uint16_t(rom.rom[u]));
}
fprintf(rom_file, "%3d};\n", uint16_t(rom.rom[rom.max_length - 1]));
fprintf(rom_file, "\n} // namespace cordic_roms\n\n");
fprintf(rom_file, "#endif // %s\n\n", upper_file_def);
}
template <unsigned In_W, unsigned NStages, unsigned Tq, unsigned divider = 2>
void generate_rom_header_ml_raw(const char * filename) {
const CRomGeneratorML<In_W, NStages, Tq, divider> rom;
FILE * rom_file = fopen(filename, "w");
if (!bool(rom_file)) {
perror("Can't open the rom file for writing.");
exit(EXIT_FAILURE);
}
for (uint16_t u = 0; u < rom.max_length - 1; u++) {
fprintf(rom_file, "%03d\n", uint16_t(rom.rom[u]));
}
fprintf(rom_file, "%03d\n\n", uint16_t(rom.rom[rom.max_length - 1]));
}
#endif // _ROM_GENERATOR_ML