DSP_fft
DSP_fft | Complex Forward FFT With Digital Reversal | |||
Function |
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| void DSP_fft (const short * restrict w, int nx, short * restrict x, short * restrict y) | |||
Arguments |
| w[2*nx] | Pointer to vector of Q.15 FFT coefficients of size 2 * nx | |
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| elements. Must be | |
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| nx | Number of complex elements in vector x. Must be a power of | |
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| 4 and 4 ≤ nx ≤ 65536. | |
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| x[2*nx] | Pointer to input sequence of size 2 * nx elements. Must be | |
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| y[2*nx] | Pointer to output sequence of size 2 * nx elements. Must be | |
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Description |
| This routine is used to compute an FFT of a complex sequence of size nx, a | ||
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| power of 4, with | ||
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| is returned in a separate array y in normal order. This routine also performs | ||
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| digit reversal as a special last step. Each complex value is stored as | ||
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| interleaved | ||
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| of FFT factors and memory accesses to improve performance in the presence | ||
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| of cache. |
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Algorithm |
| This is the C equivalent of the assembly code without restrictions. Note that | ||
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| the assembly code is hand optimized and restrictions may apply. |
/*−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−*/ /* The following macro is used to obtain a digit reversed index, of a given */ /* number i, into j where the number of bits in ”i” is ”m”. For the natural */ /* form of C code, this is done by first interchanging every set of ”2 bit” */ /* pairs, followed by exchanging nibbles, followed by exchanging bytes, and */
/* finally halfwords. To give an example, consider the following number: | */ |
/* | */ |
/* N = FEDCBA9876543210, where each digit represents a bit, the following | */ |
/* steps illustrate the changes as the exchanges are performed: | */ |
/* M = DCFE98BA54761032 is the number after every ”2 bits” are exchanged. | */ |
/* O = 98BADCFE10325476 is the number after every nibble is exchanged. | */ |
/* P = 1032547698BADCFE is the number after every byte is exchanged. | */ |
/* Since only 16 digits were considered this represents the digit reversed | */ |
/* index. Since the numbers are represented as 32 bits, there is one more | */ |
/* step typically of exchanging the half words as well. | */ |
/*−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−−*/