#include #include #include #include #include #include #include #include #include // BSP板级支持包所需全局变量 unsigned long UART_BASE = 0xbf000000; unsigned long CONFREG_TIMER_BASE = 0xbf20f100; unsigned long CONFREG_CLOCKS_PER_SEC = 50000000L; unsigned long CORE_CLOCKS_PER_SEC = 33000000L; const float PI = 3.14159265358979323846; // 软件FFT实现 (基2 DIT-FFT 算法) void sw_fft(float re[], float im[], int n) { int i, j, k, l; float tr, ti, ur, ui, wr, wi; j = 0; for (i = 0; i < n - 1; i++) { if (i < j) { tr = re[i]; ti = im[i]; re[i] = re[j]; im[i] = im[j]; re[j] = tr; im[j] = ti; } k = n / 2; while (k <= j) { j -= k; k /= 2; } j += k; } for (l = 1; l < n; l *= 2) { ur = 1.0; ui = 0.0; wr = cos(PI / l); wi = -sin(PI / l); for (i = 0; i < n; i += 2 * l) { ur = 1.0; ui = 0.0; for (j = 0; j < l; j++) { int p = i + j; int q = p + l; tr = re[q] * ur - im[q] * ui; ti = re[q] * ui + im[q] * ur; re[q] = re[p] - tr; im[q] = im[p] - ti; re[p] += tr; im[p] += ti; float next_ur = ur * wr - ui * wi; ui = ur * wi + ui * wr; ur = next_ur; } } } } // 全局对齐数组:作为 DMA 的源和目的内存 int32_t hw_in_re_arr[FFT_POINT_NUM] __attribute__((aligned(64))); int32_t hw_in_im_arr[FFT_POINT_NUM] __attribute__((aligned(64))); int32_t hw_out_re_arr[FFT_POINT_NUM] __attribute__((aligned(64))); int32_t hw_out_im_arr[FFT_POINT_NUM] __attribute__((aligned(64))); int main(int argc, char** argv) { unsigned int fft_csr = RegRead(FFT_CSR_REG); printf("fft_csr init = %x\n", fft_csr); // 获取外设的纯物理地址 (屏蔽高3位 0x1FFFFFFF) uint32_t phys_fft_in_re = FFT_IN_RE_BASE & 0x1FFFFFFF; uint32_t phys_fft_in_im = FFT_IN_IM_BASE & 0x1FFFFFFF; uint32_t phys_fft_out_re = FFT_OUT_RE_BASE & 0x1FFFFFFF; uint32_t phys_fft_out_im = FFT_OUT_IM_BASE & 0x1FFFFFFF; // 获取内存数组的纯物理地址,并包装为 CPU 使用的无缓存(Uncached)指针 volatile int32_t *uncached_in_re = (volatile int32_t *)(((uint32_t)hw_in_re_arr & 0x1FFFFFFF) | 0xA0000000); volatile int32_t *uncached_in_im = (volatile int32_t *)(((uint32_t)hw_in_im_arr & 0x1FFFFFFF) | 0xA0000000); volatile int32_t *uncached_out_re = (volatile int32_t *)(((uint32_t)hw_out_re_arr & 0x1FFFFFFF) | 0xA0000000); volatile int32_t *uncached_out_im = (volatile int32_t *)(((uint32_t)hw_out_im_arr & 0x1FFFFFFF) | 0xA0000000); // 准备软件 FFT 测试数据 float sw_in_re[FFT_POINT_NUM]; float sw_in_im[FFT_POINT_NUM]; // 初始化测试波形 for (int i = 0; i < FFT_POINT_NUM; i++) { float dc_part = 4000.0f; float f10_part = 8000.0f * cos(2 * PI * 10.0 * i / FFT_POINT_NUM); float f200_part = 6000.0f * sin(2 * PI * 200.0 * i / FFT_POINT_NUM); float f400_part = 3000.0f * sin(2 * PI * 400.0 * i / FFT_POINT_NUM); sw_in_re[i] = dc_part + f10_part + f200_part + f400_part; sw_in_im[i] = 0.0f; // 硬件输入需要转为整数存入无缓存内存 uncached_in_re[i] = (int32_t)sw_in_re[i]; uncached_in_im[i] = 0; // 清理输出内存以防干扰 uncached_out_re[i] = 0xDEADBEEF; uncached_out_im[i] = 0xDEADBEEF; } unsigned int tick_start, tick_end; unsigned int hw_time, sw_time; // 硬件加速 FFT 测试 (纯 DMA 搬运) printf("\n--- Starting Hardware FFT with DMA ---\n"); tick_start = get_ns(); // 开始计时 uint32_t transfer_bytes = FFT_POINT_NUM * 4; // 1024个点 * 4字节 // MA 将数据从内存搬运到 FFT 输入外设 dma_start_transfer(0, ((uint32_t)hw_in_re_arr & 0x1FFFFFFF), phys_fft_in_re, transfer_bytes, 100); dma_start_transfer(1, ((uint32_t)hw_in_im_arr & 0x1FFFFFFF), phys_fft_in_im, transfer_bytes, 200); dma_wait_polling(0); dma_wait_polling(1); // 启动 FFT 并等待计算完成 fft_start(); fft_wait(); // DMA 将结果从 FFT 输出外设搬回内存 dma_start_transfer(0, phys_fft_out_re, ((uint32_t)hw_out_re_arr & 0x1FFFFFFF), transfer_bytes, 10); dma_start_transfer(1, phys_fft_out_im, ((uint32_t)hw_out_im_arr & 0x1FFFFFFF), transfer_bytes, 20); dma_wait_polling(0); dma_wait_polling(1); tick_end = get_ns(); // 结束计时 hw_time = tick_end - tick_start; // 纯软件 FFT 测试 printf("--- Starting Software FFT ---\n"); tick_start = get_ns(); sw_fft(sw_in_re, sw_in_im, FFT_POINT_NUM); tick_end = get_ns(); sw_time = tick_end - tick_start; // 打印对比结果 printf("\n--- Performance Comparison ---\n"); printf("Timer Clock Freq : %lu Hz\n", CONFREG_CLOCKS_PER_SEC); printf("Hardware FFT Time: %u ns (%.3f ms)\n", hw_time, (float)hw_time / 1000000.0); printf("Software FFT Time: %u ns (%.3f ms)\n", sw_time, (float)sw_time / 1000000.0); if (hw_time > 0) { printf("Speedup Ratio : %.2fx\n", (float)sw_time / hw_time); } printf("\n--- Verification (Only showing Bins with energy > 10) ---\n"); for (int i = 0; i < FFT_POINT_NUM; i++) { // CPU 通过无缓存指针读取 DMA 搬运回来的结果 int32_t hw_re = uncached_out_re[i]; int32_t hw_im = uncached_out_im[i]; if (fabs((float)hw_re) > 10 || fabs((float)hw_im) > 10) { printf("Bin [%4d] Hz: HW(Re:%6d, Im:%6d) | SW(Re:%6d, Im:%6d)\n", i, hw_re, hw_im, (int)sw_in_re[i] / FFT_POINT_NUM, (int)sw_in_im[i] / FFT_POINT_NUM); } } return 0; }