Bandwidth utilization techniques for in-band redundant data
In some aspects, the techniques described herein relate to a method including: encoding a current data portion to generate an encoded current data portion for inclusion in a data packet; encoding, based upon content of the current data portion, a forward error correction data portion for a previous data portion to generate an encoded forward error correction data portion; generating the data packet including the encoded current data portion and the encoded forward error correction data portion; and providing the data packet to a receiver.
1. A method comprising:
obtaining a current data portion;
generating an encoded current data portion;
quantizing the encoded current data portion at a plurality of different bitrates to generate a plurality of quantized data portions;
generating a plurality of data packets, wherein each of the plurality of data packets contains at least one quantized data portion of the plurality of quantized data portions, wherein a first data packet of the plurality of data packets contains a first quantized data portion of the plurality of quantized data portions as current quantized data and a second data packet of the plurality of data packets contains a second quantized data portion of the plurality of quantized data portions as redundant quantized data; and
providing the plurality of data packets to a receiver.
2. The method of claim 1 , wherein providing the plurality of data packets comprises providing the plurality of data packets in an order based on bitrates of the plurality of quantized data portions contained in the plurality of data packets.
3. The method of claim 2 , wherein the order based on the bitrates comprises an order of decreasing bitrate.
4. The method of claim 1 , wherein quantizing the encoded current data portion at the plurality of different bitrates comprising quantizing the encoded current data portion based upon entropy of the current data portion.
5. The method of claim 4 , wherein quantizing the encoded current data portion based upon the entropy of the current data portion comprises quantizing low entropy data with lower bitrates and high entropy data with higher bitrates.
6. The method of claim 1 , wherein generating the encoded current data portion comprises generating a latent vector.
7. The method of claim 1 , wherein providing the plurality of data packets to the receiver comprises providing the first data packet of the plurality of data packets prior to any other data packet of the plurality of data packets.
8. The method of claim 1 , wherein the first quantized data portion comprises a quantized data portion having a highest bitrate of bitrates for the plurality of quantized data portions.
9. An apparatus comprising:
one or more network interfaces; and
one or more processors configured to:
obtain, via the one or more network interfaces, a current data portion;
generate an encoded current data portion;
quantize the encoded current data portion at a plurality of different bitrates to generate a plurality of quantized data portions;
generate a plurality of data packets, wherein each of the plurality of data packets contains at least one quantized data portion of the plurality of quantized data portions, wherein a first data packet of the plurality of data packets contains a first quantized data portion of the plurality of quantized data portions as current quantized data and a second data packet of the plurality of data packets contains a second quantized data portion of the plurality of quantized data portions as redundant quantized data; and
provide, via the one or more network interfaces, the plurality of data packets to a receiver.
10. The apparatus of claim 9 , wherein the one or more processors are configured to provide the plurality of data packets by providing the plurality of data packets in an order based on bitrates of the plurality of quantized data portions contained in the plurality of data packets.
11. The apparatus of claim 10 , wherein the order based on the bitrates comprises an order of decreasing bitrate.
12. The apparatus of claim 9 , wherein the one or more processors are configured to quantize the encoded current data portion at the plurality of different bitrates by quantizing the encoded current data portion based upon entropy of the current data portion.
13. The apparatus of claim 12 , wherein the one or more processors are configured to quantize the encoded current data portion based upon the entropy of the current data portion by quantizing low entropy data with lower bitrates and high entropy data with higher bitrates.
14. The apparatus of claim 9 , wherein the one or more processors are configured to generate the encoded current data portion by generating a latent vector.
15. The apparatus of claim 9 , wherein the one or more processors are configured to provide the plurality of data packets to a receiver by providing the first data packet of the plurality of data packets prior to any other data packet of the plurality of data packets.
16. One or more tangible, non-transitory computer readable mediums encoded with instructions, wherein the instructions, when executed by one or more processors, are operable to perform operations comprising:
obtaining a current data portion;
generating an encoded current data portion;
quantizing the encoded current data portion at a plurality of different bitrates to generate a plurality of quantized data portions;
generating a plurality of data packets, wherein each of the plurality of data packets contains at least one quantized data portion of the plurality of quantized data portions, wherein a first data packet of the plurality of data packets contains a first quantized data portion of the plurality of quantized data portions as current quantized data and a second data packet of the plurality of data packets contains a second quantized data portion of the plurality of quantized data portions as redundant quantized data; and
providing the plurality of data packets to a receiver.
17. The one or more tangible, non-transitory computer readable mediums of claim 16 , wherein the instructions operable to perform providing the plurality of data packets comprise instructions operable to provide the plurality of data packets in an order based on bitrates of the plurality of quantized data portions contained in the plurality of data packets.
18. The one or more tangible, non-transitory computer readable mediums of claim 17 , wherein the order based on the bitrates comprises an order of decreasing bitrate.
19. The one or more tangible, non-transitory computer readable mediums of claim 16 , wherein the instructions operable to perform quantizing the encoded current data portion at the plurality of different bitrates comprise instructions operable to quantize the encoded current data portion based upon entropy of the current data portion.
20. The one or more tangible, non-transitory computer readable mediums of claim 16 , wherein the instructions operable to perform generating the encoded current data portion comprise instructions operable to generate a latent vector.