Multi-rate crest factor reduction
A computer-implemented method for reducing crest factor by an electronic device includes: receiving a plurality of first samples of a first input signal. The plurality of first samples are generated at a first sampling rate. A first peak detection is performed based on the plurality of first samples to generate a plurality of first peak detection output samples. A plurality of first windowing input samples are generated at a second sampling rate by downsampling the plurality of first peak detection output samples. A plurality of first windowing output samples are generated based on the plurality of first windowing input samples. A plurality of first peak reduction samples are generated at the first sampling rate by upsampling the plurality of first windowing output samples. A first output signal is generated based on the plurality of first samples and the plurality of first peak reduction samples.
1. A method for reducing crest factors, the method comprising:
receiving a plurality of first samples of a first input signal, the plurality of first samples generated at a first sampling rate;
performing a first peak detection based on the plurality of first samples to generate a plurality of first peak detection output samples;
downsampling the plurality of first peak detection output samples to generate a plurality of first windowing input samples at a second sampling rate;
generating a plurality of first windowing output samples based on the plurality of first windowing input samples;
upsampling the plurality of first windowing output samples to generate a plurality of first peak reduction samples at the first sampling rate; and
generating a first output signal based on the plurality of first samples and the plurality of first peak reduction samples.
2. The method according to claim 1 , wherein the first input signal comprises an input signal of a first carrier, and the method further comprises:
receiving a plurality of second samples of a second input signal, wherein the plurality of second samples are generated at the first sampling rate, and the second input signal comprises an input signal of a second carrier;
performing a second peak detection based on the plurality of second samples to generate a plurality of second peak detection output samples;
downsampling the plurality of second peak detection output samples to generate a plurality of second windowing input samples at a third sampling rate;
generating a plurality of second windowing output samples based on the plurality of second windowing input samples;
upsampling the plurality of second windowing output samples to generate a plurality of second peak reduction samples at the second sampling rate; and
generating a second output signal based on the plurality of second samples and the plurality of second peak reduction samples.
3. The method according to claim 2 , wherein a ratio between the second sampling rate and the third sampling rate is the same as a ratio between a first bandwidth of the first carrier and a second bandwidth of the second carrier.
4. The method according to claim 2 , wherein the generating the first output signal comprises applying the plurality of first peak reduction samples on both I and Q channels of the plurality of first samples.
5. The method according to claim 2 , wherein performing the first peak detection comprises:
generating a plurality of first clipping samples based on the plurality of first samples and a first clipping level;
generating a plurality of first window filtering output samples based on the plurality of first clipping samples; and
generating the plurality of first peak detection output samples based on the plurality of first window filtering output samples.
6. The method according to claim 5 , wherein performing the second peak detection comprises:
generating a plurality of second clipping samples based on the plurality of second samples and a second clipping level;
generating a plurality of second window filtering output samples based on the plurality of second clipping samples; and
generating the plurality of second peak detection output samples based on the plurality of second window filtering output samples.
7. The method according to claim 2 , wherein the plurality of first samples are generated by upsampling a first carrier signal of the first carrier, and the plurality of second samples are generated by upsampling a second carrier signal of the second carrier.
8. The method according to claim 2 , wherein the plurality of first windowing output samples and the plurality of second windowing output samples are generated using a same number of delay taps.
9. An electronic device comprising:
a non-transitory memory storage comprising instructions; and
one or more hardware processors in communication with the non-transitory memory storage, the one or more hardware processors configured to execute the instructions to cause the electronic device to:
receive a plurality of first samples of a first input signal, the plurality of first samples generated at a first sampling rate;
perform a first peak detection based on the plurality of first samples to generate a plurality of first peak detection output samples;
downsample the plurality of first peak detection output samples to generate a plurality of first windowing input samples at a second sampling rate;
generate a plurality of first windowing output samples based on the plurality of first windowing input samples;
upsample the plurality of first windowing output samples to generate a plurality of first peak reduction samples at the first sampling rate; and
generate a first output signal based on the plurality of first samples and the plurality of first peak reduction samples.
10. The electronic device according to claim 9 , wherein the first input signal comprises an input signal of a first carrier, and the one or more hardware processors further execute the instructions to:
receive a plurality of second samples of a second input signal, wherein the plurality of second samples are generated at the first sampling rate, and the second input signal comprises an input signal of a second carrier;
perform a second peak detection based on the plurality of second samples to generate a plurality of second peak detection output samples;
downsample the plurality of second peak detection output samples to generate a plurality of second windowing input samples at a third sampling rate;
generate a plurality of second windowing output samples based on the plurality of second windowing input samples;
upsample the plurality of second windowing output samples to generate a plurality of second peak reduction samples at the second sampling rate; and
generate a second output signal based on the plurality of second samples and the plurality of second peak reduction samples.
11. The electronic device according to claim 10 , wherein a ratio between the second sampling rate and the third sampling rate is the same as a ratio between a first bandwidth of the first carrier and a second bandwidth of the second carrier.
12. The electronic device according to claim 10 , wherein generating the first output signal comprises applying the plurality of first peak reduction samples on both I and Q channels of the plurality of first samples.
13. The electronic device according to claim 10 , wherein performing the first peak detection comprises:
generating a plurality of first clipping samples based on the plurality of first samples and a first clipping level;
generating a plurality of first window filtering output samples based on the plurality of first clipping samples; and
generating the plurality of first peak detection output samples based on the plurality of first window filtering output samples.
14. The electronic device according to claim 10 , wherein performing the second peak detection comprises:
generating a plurality of second clipping samples based on the plurality of second samples and a second clipping level;
generating a plurality of second window filtering output samples based on the plurality of second clipping samples; and
generating the plurality of second peak detection output samples based on the plurality of second window filtering output samples.
15. The electronic device according to claim 10 , wherein the plurality of first samples are generated by upsampling a first carrier signal of the first carrier, and the plurality of second samples are generated by upsampling a second carrier signal of the second carrier.
16. The electronic device according to claim 10 , wherein the plurality of first windowing output samples and the plurality of second windowing output samples are generated using a same number of delay taps.
17. A non-transitory computer-readable medium storing computer instructions for reducing crest factor, that when executed by one or more hardware processors of an electronic device, cause the electronic device to perform operations comprising:
receiving a plurality of first samples of a first input signal, the plurality of first samples generated at a first sampling rate;
performing a first peak detection based on the plurality of first samples to generate a plurality of first peak detection output samples;
downsampling the plurality of first peak detection output samples to generate a plurality of first windowing input samples at a second sampling rate;
generating a plurality of first windowing output samples based on the plurality of first windowing input samples;
upsampling the plurality of first windowing output samples to generate a plurality of first peak reduction samples at the first sampling rate; and
generating a first output signal based on the plurality of first samples and the plurality of first peak reduction samples.
18. The non-transitory computer-readable medium according to claim 17 , wherein the first input signal comprises an input signal of a first carrier, and the operations further comprise:
receiving a plurality of second samples of a second input signal, wherein the plurality of second samples are generated at the first sampling rate, and the second input signal comprises an input signal of a second carrier;
performing a second peak detection based on the plurality of second samples to generate a plurality of second peak detection output samples;
downsampling the plurality of second peak detection output samples to generate a plurality of second windowing input samples at a third sampling rate;
generating a plurality of second windowing output samples based on the plurality of second windowing input samples;
upsampling the plurality of second windowing output samples to generate a plurality of second peak reduction samples at the second sampling rate; and
generating a second output signal based on the plurality of second samples and the plurality of second peak reduction samples.
19. The non-transitory computer-readable medium according to claim 18 , wherein a ratio between the second sampling rate and the third sampling rate is the same as a ratio between a first bandwidth of the first carrier and a second bandwidth of the second carrier.
20. The non-transitory computer-readable medium according to claim 18 , wherein the generating the first output signal comprises applying the plurality of first peak reduction samples on both I and Q channels of the plurality of first samples.