zephyr/samples/modules/cmsis_dsp/moving_average/src/main.c
Benjamin Cabé 01604acc51 samples: cmsis_dsp: add moving average sample
This adds a basic example demonstrating how to enable and use the CMSIS-DSP
module in Zephyr.

Signed-off-by: Benjamin Cabé <benjamin@zephyrproject.org>
2024-06-12 14:35:17 +03:00

59 lines
1.6 KiB
C

/*
* Copyright (c) 2024 Benjamin Cabé <benjamin@zephyrproject.org>
*
* SPDX-License-Identifier: Apache-2.0
*/
#include <stdio.h>
#include <zephyr/kernel.h>
#include "arm_math.h"
#define NUM_TAPS 10 /* Number of taps in the FIR filter (length of the moving average window) */
#define BLOCK_SIZE 32 /* Number of samples processed per block */
/*
* Filter coefficients are all equal for a moving average filter. Here, 1/NUM_TAPS = 0.1f.
*/
q31_t firCoeffs[NUM_TAPS] = {0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD,
0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD, 0x0CCCCCCD};
arm_fir_instance_q31 sFIR;
q31_t firState[NUM_TAPS + BLOCK_SIZE - 1];
int main(void)
{
q31_t input[BLOCK_SIZE];
q31_t output[BLOCK_SIZE];
uint32_t start, end;
/* Initialize input data with a ramp from 0 to 31 */
for (int i = 0; i < BLOCK_SIZE; i++) {
input[i] = i << 24; /* Convert to Q31 format */
}
/* Initialize the FIR filter */
arm_fir_init_q31(&sFIR, NUM_TAPS, firCoeffs, firState, BLOCK_SIZE);
/* Apply the FIR filter to the input data and measure how many cycles this takes */
start = k_cycle_get_32();
arm_fir_q31(&sFIR, input, output, BLOCK_SIZE);
end = k_cycle_get_32();
printf("Time: %u us (%u cycles)\n", k_cyc_to_us_floor32(end - start), end - start);
for (int i = 0; i < BLOCK_SIZE; i++) {
printf("Input[%02d]: ", i);
for (int j = NUM_TAPS - 1; j >= 0; j--) {
if (j <= i) {
printf("%2d ", (int)(input[i - j] >> 24));
} else {
printf("%2d ", 0);
}
}
printf("| Output[%02d]: %6.2f\n", i, (double)output[i] / (1 << 24));
}
return 0;
}