IP Library Granted Patent US 11,165,437
Granted Patent B2
US 11,165,437 · App. 16/791,925 · Granted Nov 2, 2021

System and methods for virtualizing delta sigma digitization

Inventors: Belal Hamzeh (Westminster, CO); Zhensheng Jia (Superior, CO); Luis Alberto Campos (Superior, CO); Curtis Dean Knittle (Superior, CO); Jing Wang (Broomfield, CO)
Assignee: Cable Television Laboratories, Inc.
H03M3/496H03M3/424H03M3/43H04B10/25758H04B10/58H04L12/2885H04N21/6168H03M3/458H03M3/50H04B10/541
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Quick Facts
Patent No.
US 11,165,437
App. No.
16/791,925
Granted
Nov 2, 2021
Kind
B2
Abstract

A method for virtually performing delta-sigma digitization is provided. The method is performed on a series of digital samples output from a communication stack of a communication network. The method includes steps of obtaining a delta-sigma digitization sampling frequency for the output series of digital samples, calculating an oversampling ratio for the output series of digital samples, interpolating the output series of digital samples at a rate equivalent to the oversampling ratio, and quantizing the interpolated series of digital samples to plurality of discrete predetermined levels.

Claims (35)

1. A method for virtually delta-sigma digitizing a series of digital samples output from a communication stack of a communication network and mapping quantized symbols, the method comprising:

obtaining a delta-sigma digitization sampling frequency for the series of digital samples, wherein the series of digital samples includes K digital samples from the communication stack, where K is an integer greater than 1,

calculating an oversampling ratio, R, for the series of digital samples;

interpolating the series of digital samples at a rate equivalent to the oversampling ratio, wherein a number of samples resulting from the step of interpolating is equal to R*K;

quantizing the interpolated series of digital samples to a plurality of discrete predetermined levels to generate a series of quantized symbols;

mapping, for at least one occurrence of a first symbol of the series of quantized symbols, the first symbol to a second symbol of the series of quantized symbols, wherein the first symbol has a first symbol amplitude value and the second symbol has a second symbol amplitude value greater than the first symbol amplitude value; and

mapping, for at least one occurrence of the second symbol, the second symbol to the first symbol.

2. The method of claim 1 , wherein the step of interpolating and the step of quantizing are performed together as a single operation.

3. The method of claim 1 , wherein at least two sequential samples of the series of digital samples are processed at a same time.

4. The method of claim 1 , further comprising a step of transmitting the quantized and mapped digital samples in digital form to a receiver.

5. The method of claim 1 , wherein the series of quantized symbols has a Gaussian distribution of symbol amplitude values.

6. The method of claim 1 , wherein the sign of the first and second symbols remains unchanged after mapping to the other of a first and a second symbol.

7. The method of claim 1 , further comprising a step of applying a scrambling code to each input occurrence of the first and second symbols.

8. The method of claim 7 , wherein the scrambling code comprises a periodic pseudo-random bit stream of 0 and 1 values having substantially equal probabilities of occurrence.

9. The method of claim 8 , wherein, for each occurrence of the first symbol, the first symbol is mapped to the second symbol when the scrambling code has a 1 value, and the first symbol remains unchanged when the scrambling code has a 0 value.

10. The method of claim 7 , wherein the scrambling code comprises a periodic pseudo-random bit stream of −1, 0, and 1 values, wherein the −1 and 1 values each have a 25% probability of occurrence, and wherein the 0 value has a 50% probability of occurrence.

11. The method of claim 10 , wherein, for each occurrence of the first symbol, the first symbol is mapped to the second symbol when the scrambling code has a −1 or 1 value, and the first symbol remains unchanged when the scrambling code has a 0 value.

12. The method of claim 11 , wherein, for each mapping of the first symbol to the second symbol, the symbol amplitude value of the mapped first symbol will be equal to the symbol amplitude value of the second symbol, a sign of the mapped first symbol will remain unchanged when the scrambling code has a 1 value, and the sign of the mapped first symbol will be reversed when the scrambling code has a −1 value.

13. The method of claim 1 , wherein the first symbol has a ±1 value and the second symbol has a ±3 value.

14. The method of claim 1 , wherein the series of quantized symbols represents a PAM4 signal.

15. The method of claim 1 , wherein the series of digital samples is a digital DOCSIS signal.

16. A communication system, comprising:

a processor in communication with a memory device configured to store a plurality of instructions, which, when executed by the processor, cause the processor to:

obtain a delta-sigma digitization sampling frequency for a series of digital samples output from a communication stack of the communication system, the series of digital samples including K digital samples, where K is an integer greater than 1;

calculate an oversampling ratio, R, for the series of digital samples;

interpolate the series of digital samples at a rate equivalent to the oversampling ratio to generate a number of samples equal to R*K; and

quantize the interpolated series of digital samples to a plurality of discrete predetermined levels to generate a series of quantized symbols;

a transmitter portion configured to transmit a digitized stream of the quantized symbols over a digital optical link;

a mapping unit disposed within the transmitter portion and configured to code the digitized stream of quantized symbols with a mapping code prior to transmission over the digital optical link;

a receiver portion configured to recover the coded stream of quantized symbols from the digital optical link; and

a demapping unit disposed within the receiver portion and configured to map the recovered coded stream of quantized symbols into an uncoded digitized signal corresponding to the digitized stream of quantized symbols at the transmitter portion prior to coding by the mapping unit.

17. The system of claim 16 , wherein the processor is configured to interpolate and quantize the series of digital samples as a single operation.

18. The system of claim 16 , wherein the instructions further cause the processor to process at least two sequential samples of the series of digital samples simultaneously.

19. The system of claim 16 , wherein the receiver portion comprises a digital-to-analog converter configured to convert the uncoded digitized signal into a recovered analog signal.

20. The system of claim 19 , wherein the digital-to-analog converter is configured to implement delta-sigma demodulation on the uncoded digitized signal.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 23, 2020
From: HAMZEH, BELAL; JIA, ZHENSHENG; KNITTLE, CURTIS DEAN; WANG, JING; CAMPOS, LUIS ALBERTO
To: CABLE TELEVISION LABORATORIES, INC.
Reel/Frame 052476/0161 →
Continuity (7)
Continuation 16180591 · Nov 5, 2018
Continuation In Part 15875336 · Jan 19, 2018
Continuation 15847417 · Dec 19, 2017
Provisional Application 62581166 · Nov 3, 2017
Provisional Application 62448044 · Jan 19, 2017
Provisional Application 62435961 · Dec 19, 2016
Related Publication 20200186163A1 · Jun 11, 2020