Modulation analysis and distortion identification

• US 10,187,397 B2
• Filed: 02/07/2017
• Issued: 01/22/2019
• Est. Priority Date: 02/05/2010
• Status: Active Grant

• Current Assignee: Comcast Cable Communications LLC (Comcast Corporation)
• Original Assignee: Comcast Cable Communications LLC (Comcast Corporation)
• Inventors: Wolcott, Lawrence D., Chang, Phillip F.
• Primary Examiner(s): Tran, Khanh C
• Application Number:
  US15/426,173
• Publication Number:
  US 20180198798A1
• Time in Patent Office: 714 Days
• CPC Class Codes: H04L 2025/0342 QAM
• CPC Class Codes: H04L 2025/03808 Transmission of equaliser coefficients
• CPC Class Codes: H04L 25/022 of frequency response
• CPC Class Codes: H04L 25/03 Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
• CPC Class Codes: H04L 25/03019 adaptive, i.e. capable of adjustment during data reception
• CPC Class Codes: H04L 43/0823 Errors, e.g. transmission errors
• CPC Class Codes: H04L 63/107 wherein the security policies are location-dependent, e.g. entities privileges depend on current location or allowing specific operations only from locally connected terminals
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal

Abstract

An apparatus, method, computer readable medium, and system are provided to determine whether a non-linear signal impairment is present in a network communication channel. For instance, a computing device may transmit equalization coefficients to a user device to modify future signals generated by the user device. If the equalization coefficients are unable to reduce a signal impairment, the signal impairment may be a non-linear signal impairment. The computing device may generate symbol placements based on signals received from the user device and transmit status messages.

Claims

1. An apparatus comprising:

one or more processors; and

memory storing instructions that, when executed by the one or more processors, cause the apparatus to;

generate, based on a first signal received from a computing device, a first symbol placement, wherein the first signal was transmitted based on a first set of equalization coefficients;

transmit, to the computing device, a second set of equalization coefficients;

generate, based on a second signal received from the computing device, a second symbol placement, wherein the second signal was transmitted based on the second set of equalization coefficients; and

transmit, based at least in part on the second symbol placement, a status message comprising an indication of one or more symbols that satisfy a threshold indicative of likely demodulation error at the computing device.

2. The apparatus of claim 1, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

determine whether a signal impairment associated with the second signal satisfies a threshold value; and

after determining that the signal impairment associated with the second signal does not satisfy the threshold value, determine that the signal impairment associated with the second signal is non-linear.

3. The apparatus of claim 2, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

determine that a signal impairment associated with a third signal received from a different computing device is non-linear;

determine a network component of a communication channel common to the computing device and the different computing device; and

determine that the network component is a probable error source location of the signal impairment associated with the second signal and the signal impairment associated with the third signal, wherein the status message comprises an identifier of the network component.

4. The apparatus of claim 1, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

calculate, based on the first symbol placement, at least one of a modulation error ratio (MER) or an error vector.

5. The apparatus of claim 1, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

determine a location of a source likely causing a non-linear signal impairment, wherein the status message comprises an indication of a distance between the source and the computing device.

6. The apparatus of claim 1, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

calculate a distance between a location of an ideal symbol placement and an actual location of the second symbol placement.

7. The apparatus of claim 1, wherein the instructions, when executed by the one or more processors, further cause the apparatus to:

generate, based on the first symbol placement and the second symbol placement, a constellation pattern comprising a plurality of demodulation decision boundaries for different symbols, and wherein the threshold indicative of likely demodulation error comprise a threshold distance to a demodulation decision boundary of the plurality of demodulation decision boundaries.

8. The apparatus of claim 1, wherein the first set of equalization coefficients comprises a set of pre-equalization coefficients.

9. An apparatus comprising:

one or more processors; and

memory storing instructions that, when executed by the one or more processors, cause the apparatus to;

determine that application of equalization coefficients to signals transmitted by a computing device and via a communication channel is unable to reduce signal impairment associated with the signals to satisfy a threshold value within a threshold amount of time;

determine, based on the determination that application of equalization coefficients is unable to reduce the signal impairment to satisfy the threshold value within the threshold amount of time, that a non-linear signal impairment is present in the communication channel; and

causing output of an indication that the non-linear signal impairment is present in the communication channel.

10. The apparatus of claim 9, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

determine that a signal received from a different computing device has the non-linear signal impairment; and

determine, based on a communication path common to the computing device and the different computing device, a probable location of a source of the non-linear signal impairment.

11. The apparatus of claim 10, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

transmit at least one status message comprising a map indicating a geographic region where the computing device and the different computing device are located.

12. The apparatus of claim 11, wherein the at least one status message comprises an indication of a distance between the probable location of the source and the computing device.

13. An apparatus comprising:

one or more processors; and

memory storing instructions that, when executed by the one or more processors, cause the apparatus to;

generate, based on a first set of equalization coefficients associated with a first signal received from a computing device, a first symbol placement;

generate, based on a second set of equalization coefficients associated with a second signal received from the computing device, a second symbol placement; and

determine a likely source of a demodulation error associated with the first symbol placement and the second symbol placement.

14. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

transmit a status message comprising an indication of which of a plurality of symbols is more likely to be subject to a demodulation error at the computing device.

15. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

determine whether a signal impairment associated with the second signal satisfies a threshold value; and

after determining that the signal impairment associated with the second signal does not satisfy the threshold value, determine that the signal impairment associated with the second signal is non-linear.

16. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

transmit, to a device and based on the second symbol placement, guidance on how to alter the computing device or a component associated with the computing device.

17. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

transmit, based on the second symbol placement, a distance between the computing device and the likely source of the demodulation error.

18. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

generate a constellation pattern based on the first symbol placement and the second symbol placement.

19. The apparatus of claim 13, wherein the instructions, when executed by the one or more processors, cause the apparatus to:

calculate one or more of a modulation error ratio (MER) corresponding to the second symbol placement or an error vector corresponding to the second symbol placement.

20. The apparatus of claim 13, wherein the first set of equalization coefficients comprises a set of pre-equalization coefficients.

21. A system comprising:

a first computing device and a second computing device;

wherein the first computing device comprises;

one or more processors; and

memory storing instructions that, when executed by the one or more processors, cause the first computing device to;

generate, based on a first signal received from the second computing device, a first symbol placement, wherein the first signal was transmitted based on a first set of equalization coefficients;

transmit, to the second computing device, a second set of equalization coefficients;

generate, based on a second signal received from the second computing device, a second symbol placement, wherein the second signal was transmitted based on the second set of equalization coefficients; and

transmit, based at least in part on the second symbol placement, a status message comprising an indication of one or more symbols that satisfy a threshold indicative of likely demodulation error at the second computing device; and

wherein the second computing device comprises;

one or more processors; and

memory storing instructions that, when executed by the one or more processors of the second computing device, cause the second computing device to;

transmit the first signal; and

transmit the second signal.

22. The system of claim 21, wherein the first computing device comprises a cable modem termination system, and wherein the second computing device comprises a user device.

23. The system of claim 21, wherein the instructions of the first computing device, when executed by the one or more processors of the first computing device, further cause the first computing device to:

determine whether a signal impairment associated with the second signal satisfies a threshold value; and

after determining that the signal impairment associated with the second signal does not satisfy the threshold value, determine that the signal impairment associated with the second signal is non-linear.

24. The system of claim 21, wherein the instructions of the first computing device, when executed by the one or more processors of the first computing device, further cause the first computing device to:

determine a location of a source likely causing a non-linear signal impairment, wherein the status message comprises an indication of a distance between the source and the second computing device.