对20byte数据进行二进制算术编码的c实现
时间: 2023-12-24 19:02:29 浏览: 115
算术编码用c语言实现.docx
以下是对20byte数据进行二进制算术编码的C语言实现:
```c
#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#define MAX_CODE 0xFFFFFFFF
typedef struct {
uint32_t low; // 下界
uint32_t high; // 上界
uint32_t code; // 区间编码
} Range;
void encode(char *data, int len) {
// 初始化符号概率,这里假设每个符号出现概率相等
uint32_t freq[256] = {0};
for (int i = 0; i < len; i++) {
freq[(unsigned char)data[i]]++;
}
uint32_t total = len;
for (int i = 0; i < 256; i++) {
if (freq[i] > 0) {
freq[i] = (freq[i] << 16) / total;
if (freq[i] == 0) {
freq[i] = 1;
}
}
}
Range range = {0, MAX_CODE, 0}; // 初始化区间编码器
for (int i = 0; i < len; i++) {
uint32_t symbol = (unsigned char)data[i];
uint32_t lcode = range.low + freq[symbol] * (range.high - range.low) >> 16;
uint32_t hcode = range.low + freq[symbol + 1] * (range.high - range.low) >> 16;
range.low = lcode;
range.high = hcode;
// 将区间编码标准化
while ((range.low ^ range.high) < (1L << 31)) {
uint32_t bit = range.low >> 31;
putchar(bit + '0');
while (range.code > 0) {
putchar('1' - bit);
range.code--;
}
range.low = (range.low << 1) & MAX_CODE;
range.high = ((range.high << 1) | 1) & MAX_CODE;
}
// 丢弃相同的二进制位
while (((range.low & 0x80000000) == (range.high & 0x80000000))) {
uint32_t bit = range.low >> 31;
putchar(bit + '0');
while (range.code > 0) {
putchar('1' - bit);
range.code--;
}
range.low = (range.low << 1) & MAX_CODE;
range.high = ((range.high << 1) | 1) & MAX_CODE;
}
}
// 输出最后的二进制编码
uint32_t bit = range.low >> 31;
putchar(bit + '0');
while (range.code > 0) {
putchar('1' - bit);
range.code--;
}
}
int main(void) {
char data[] = "Hello, world! This is binary arithmetic coding.";
encode(data, sizeof(data));
return 0;
}
```
这个程序会将输入的数据编码为一串二进制位,并输出到标准输出中。具体的实现过程可以参考注释。
阅读全文