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Complex Dot Product
[Complex Math Functions]
Computes the dot product of two complex vectors. More...
Functions | |
| void | arm_cmplx_dot_prod_f32 (float32_t *pSrcA, float32_t *pSrcB, uint32_t numSamples, float32_t *realResult, float32_t *imagResult) |
| Floating-point complex dot product. | |
| void | arm_cmplx_dot_prod_q15 (q15_t *pSrcA, q15_t *pSrcB, uint32_t numSamples, q31_t *realResult, q31_t *imagResult) |
| Q15 complex dot product. | |
| void | arm_cmplx_dot_prod_q31 (q31_t *pSrcA, q31_t *pSrcB, uint32_t numSamples, q63_t *realResult, q63_t *imagResult) |
| Q31 complex dot product. | |
Detailed Description
Computes the dot product of two complex vectors.
The vectors are multiplied element-by-element and then summed.
The pSrcA points to the first complex input vector and pSrcB points to the second complex input vector. numSamples specifies the number of complex samples and the data in each array is stored in an interleaved fashion (real, imag, real, imag, ...). Each array has a total of 2*numSamples values.
The underlying algorithm is used:
realResult=0;
imagResult=0;
for(n=0; n<numSamples; n++) {
realResult += pSrcA[(2*n)+0]*pSrcB[(2*n)+0] - pSrcA[(2*n)+1]*pSrcB[(2*n)+1];
imagResult += pSrcA[(2*n)+0]*pSrcB[(2*n)+1] + pSrcA[(2*n)+1]*pSrcB[(2*n)+0];
}
There are separate functions for floating-point, Q15, and Q31 data types.
Function Documentation
| void arm_cmplx_dot_prod_f32 | ( | float32_t * | pSrcA, |
| float32_t * | pSrcB, | ||
| uint32_t | numSamples, | ||
| float32_t * | realResult, | ||
| float32_t * | imagResult | ||
| ) |
Floating-point complex dot product.
- Parameters:
-
*pSrcA points to the first input vector *pSrcB points to the second input vector numSamples number of complex samples in each vector *realResult real part of the result returned here *imagResult imaginary part of the result returned here
- Returns:
- none.
Definition at line 88 of file arm_cmplx_dot_prod_f32.c.
| void arm_cmplx_dot_prod_q15 | ( | q15_t * | pSrcA, |
| q15_t * | pSrcB, | ||
| uint32_t | numSamples, | ||
| q31_t * | realResult, | ||
| q31_t * | imagResult | ||
| ) |
Q15 complex dot product.
- Parameters:
-
*pSrcA points to the first input vector *pSrcB points to the second input vector numSamples number of complex samples in each vector *realResult real part of the result returned here *imagResult imaginary part of the result returned here
- Returns:
- none.
Scaling and Overflow Behavior:
- The function is implemented using an internal 64-bit accumulator. The intermediate 1.15 by 1.15 multiplications are performed with full precision and yield a 2.30 result. These are accumulated in a 64-bit accumulator with 34.30 precision. As a final step, the accumulators are converted to 8.24 format. The return results
realResultandimagResultare in 8.24 format.
Definition at line 70 of file arm_cmplx_dot_prod_q15.c.
| void arm_cmplx_dot_prod_q31 | ( | q31_t * | pSrcA, |
| q31_t * | pSrcB, | ||
| uint32_t | numSamples, | ||
| q63_t * | realResult, | ||
| q63_t * | imagResult | ||
| ) |
Q31 complex dot product.
- Parameters:
-
*pSrcA points to the first input vector *pSrcB points to the second input vector numSamples number of complex samples in each vector *realResult real part of the result returned here *imagResult imaginary part of the result returned here
- Returns:
- none.
Scaling and Overflow Behavior:
- The function is implemented using an internal 64-bit accumulator. The intermediate 1.31 by 1.31 multiplications are performed with 64-bit precision and then shifted to 16.48 format. The internal real and imaginary accumulators are in 16.48 format and provide 15 guard bits. Additions are nonsaturating and no overflow will occur as long as
numSamplesis less than 32768. The return resultsrealResultandimagResultare in 16.48 format. Input down scaling is not required.
Definition at line 71 of file arm_cmplx_dot_prod_q31.c.
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