Power-based decoding of data received over an optical communication path
A system for transmitting data over an optical communication path is configured to receive data to be encoded in a bitstream for transmission using an optical communication path and encodes the received data to obtain a bitstream. The system is further configured to determine that the bitstream includes a sequence of consecutive bits, and obtain a power level at which to transmit a portion of the bitstream based on a count of the consecutive bits in the sequence. The system may be configured to selectively activate a light source at a power level according to a modulation scheme to optically transmit the portion of the bitstream at the power level.
1. A method for receiving data over an optical communication path, the method comprising:
receiving a first transmission including one or more photons at a first power level at a first timeslot;
determining a first count of bits corresponding to a value of the one or more photons based on the first power level, wherein the first count of bits is proportional to the first power level;
creating a first sequence of consecutive bits with each bit being equal to the value, wherein the first sequence comprises a number of bits equal to the first count, and wherein the number of bits are greater than one;
creating a second sequence of bits with each bit being equal to the value and having a number of bits equal to a second count of bits greater than one, the second count being of a second transmission of photons at a second power level at a second timeslot, the second count of bits proportional to the second power level; and
storing the first and second sequences of consecutive bits as a bitstream in a memory.
2. The method of claim 1 , wherein identifying the value of the one or more photons includes applying a detection model.
3. The method of claim 2 , wherein the detection model is a machine learning model trained using Poisson Regression of previous bitstreams and power levels.
4. The method of claim 2 , wherein the detection model is determined based on other received photons.
5. The method of claim 1 , wherein the first count is nonlinearly mapped to the first power level.
6. The method of claim 1 , wherein each bit of the first sequence is associated with a corresponding power level, and wherein the first power level is based on a combination of the corresponding power levels for each of the bits of the first sequence.
7. The method of claim 1 , further comprising determining a third sequence of consecutive bits received in the second transmission associated with a third power level, the third sequence having a higher count of consecutive bits than the second sequence, and wherein the third power level is higher than the second power level.
8. A system for receiving data over an optical communication path, the system comprising:
a hardware processor; and
a computer-readable storage device having computer-executable instructions stored thereon, which when executed by the hardware processor, configure the system to:
receive a first transmission including one or more photons at a first power level at a first timeslot;
determine a first count of bits corresponding to the a value of the one or more photons based on the first power level, wherein the first count of bits is proportional to the first power level;
create a first sequence of consecutive bits with each bit being equal to the value, wherein the first sequence comprises a number of bits equal to the first count, and wherein the number of bits are greater than one;
create a second sequence of bits with each bit being equal to the value and having a number of bits equal to a second count of bits greater than one, the second count being of a second transmission of photons at a second power level at a second timeslot, the second count of bits proportional to the second power level; and
store the first and second sequences of consecutive bits as a bitstream in a memory.
9. The system of claim 8 , wherein the instructions that configure the system to identify the value of the one or more photons include instructions to apply a detection model.
10. The system of claim 9 , wherein the detection model is a machine learning model trained using Poisson Regression of previous bitstreams and power levels.
11. The system of claim 9 , wherein the detection model is determined based on other received photons.
12. The system of claim 8 , wherein the first count is nonlinearly mapped to the first power level.
13. The system of claim 8 , wherein each bit of the first sequence is associated with a corresponding power level, and wherein the first power level is based on a combination of the corresponding power levels for each of the bits of the first sequence.
14. The system of claim 8 , wherein the instructions that configure the system to determine a third sequence of consecutive bits received in the second transmission associated with a third power level, the third sequence having a higher count of consecutive bits than the second sequence, and wherein the third power level is higher than the second power level.
15. A system for receiving data over an optical communication path, the system comprising:
means for receiving a first transmission including one or more photons at a first power level at a first timeslot;
means for determining a first count of bits corresponding to a value of the one or more photons based on the first power level, wherein the first count of bits is proportional to the first power level;
means for creating a first sequence of consecutive bits with each bit being equal to the value, wherein the first sequence comprises a number of bits equal to the first count, and wherein the number of bits are greater than one;
means for creating a second sequence of bits with each bit being equal to the value and having a number of bits equal to a second count of bits greater than one, the second count being of a second transmission of photons at a second power level at a second timeslot, the second count of bits proportional to the second power level; and
means for storing the first and second sequences of consecutive bits as a bitstream in a memory.
16. The system of claim 15 , wherein the means for identifying the value of the one or more photons include means for applying a detection model.
17. The system of claim 16 , wherein the detection model is a machine learning model trained using Poisson Regression of previous bitstreams and power levels.
18. The system of claim 16 , wherein the detection model is determined based on other received photons.
19. The system of claim 15 , wherein each bit of the first sequence is associated with a corresponding power level, and wherein the first power level is based on a combination of the corresponding power levels for each of the bits of the first sequence.