use crate::{Gain, IntegrationTime};
pub fn calculate_raw_threshold_value(it: IntegrationTime, gain: Gain, lux: f32) -> u16 {
let factor = get_lux_raw_conversion_factor(it, gain);
if (gain == Gain::OneQuarter || gain == Gain::OneEighth) && lux > 1000.0 {
let lux = inverse_high_lux_correction(f64::from(lux));
(lux / f64::from(factor)) as u16
} else {
(f64::from(lux) / f64::from(factor)) as u16
}
}
pub(crate) fn get_lux_raw_conversion_factor(it: IntegrationTime, gain: Gain) -> f32 {
let gain_factor = match gain {
Gain::Two => 1.0,
Gain::One => 2.0,
Gain::OneQuarter => 8.0,
Gain::OneEighth => 16.0,
};
let it_factor = match it {
IntegrationTime::Ms800 => 0.0036,
IntegrationTime::Ms400 => 0.0072,
IntegrationTime::Ms200 => 0.0144,
IntegrationTime::Ms100 => 0.0288,
IntegrationTime::Ms50 => 0.0576,
IntegrationTime::Ms25 => 0.1152,
};
gain_factor * it_factor
}
const C0: f64 = 1.0023;
const C1: f64 = 8.1488e-05;
const C2: f64 = -9.3924e-09;
const C3: f64 = 6.0135e-13;
pub(crate) fn correct_high_lux(lux: f64) -> f64 {
lux * lux * lux * lux * C3 + lux * lux * lux * C2 + lux * lux * C1 + lux * C0
}
fn inverse_high_lux_correction(lux: f64) -> f64 {
let base_expr = 2.0 * libm::pow(C1, 3.0) - 9.0 * C2 * C1 * C0 + 27.0 * C3 * libm::pow(C0, 2.0)
- 27.0 * libm::pow(C2, 2.0) * lux
+ 72.0 * C3 * C1 * lux;
let inner_expr = libm::pow(C1, 2.0) - 3.0 * C2 * C0 - 12.0 * C3 * lux;
let sqrt_expr = libm::sqrt(-4.0 * libm::pow(inner_expr, 3.0) + libm::pow(base_expr, 2.0));
let cube_root_expr = libm::pow(base_expr + sqrt_expr, 1.0 / 3.0);
let first_term = -C2 / (4.0 * C3);
let second_term = -libm::sqrt(
libm::pow(C2, 2.0) / (4.0 * libm::pow(C3, 2.0)) - (2.0 * C1) / (3.0 * C3)
+ (libm::pow(2.0, 1.0 / 3.0) * inner_expr) / (3.0 * C3 * cube_root_expr)
+ cube_root_expr / (3.0 * libm::pow(2.0, 1.0 / 3.0) * C3),
) / 2.0;
let third_term = libm::sqrt(
libm::pow(C2, 2.0) / (2.0 * libm::pow(C3, 2.0))
- (4.0 * C1) / (3.0 * C3)
- (libm::pow(2.0, 1.0 / 3.0) * inner_expr) / (3.0 * C3 * cube_root_expr)
- cube_root_expr / (3.0 * libm::pow(2.0, 1.0 / 3.0) * C3)
- (-(libm::pow(C2, 3.0) / libm::pow(C3, 3.0)) + (4.0 * C2 * C1) / libm::pow(C3, 2.0)
- (8.0 * C0) / C3)
/ (4.0
* libm::sqrt(
libm::pow(C2, 2.0) / (4.0 * libm::pow(C3, 2.0)) - (2.0 * C1) / (3.0 * C3)
+ (libm::pow(2.0, 1.0 / 3.0) * inner_expr)
/ (3.0 * C3 * cube_root_expr)
+ cube_root_expr / (3.0 * libm::pow(2.0, 1.0 / 3.0) * C3),
)),
) / 2.0;
first_term + second_term + third_term
}
#[cfg(test)]
mod correction_tests {
use super::*;
macro_rules! check_correction {
($name:ident, $lux:expr) => {
#[test]
fn $name() {
let lux = $lux;
let corrected = correct_high_lux(lux);
let inverse_correction = inverse_high_lux_correction(corrected);
assert!(lux - 0.5 < inverse_correction);
assert!(lux + 0.5 > inverse_correction);
}
};
}
check_correction!(_1000, 1000.0);
check_correction!(_1500, 1500.0);
check_correction!(_2500, 2500.0);
check_correction!(_5000, 5000.0);
check_correction!(_7890, 7890.0);
check_correction!(_10000, 10000.0);
check_correction!(_15000, 15000.0);
check_correction!(_20000, 20000.0);
check_correction!(_56789, 56789.0);
check_correction!(_78901, 78901.0);
check_correction!(_120000, 120_000.0);
}