OFDM Profile Selection via MER Margin Scoring

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Solution Overview

Problem

Current methods for selecting DOCSIS modulation profiles for OFDM channels in DOCSIS 3.1 result in inaccurate Code Error Rate (CER) estimation, leading to inefficient communications and decreased customer satisfaction due to incorrect profile selection, which fails to distinguish between profiles that offer clear benefits.

Innovation Solution

A method that calculates a score value for each profile based on the Mean Error Ratio (MER) margin vector, employing linear domain averaging and hysteresis checks to select the optimal profile, ensuring low data error rates and increased data capacity by choosing profiles with the highest capacity and lowest error rates.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Extent of automation

If the DOCSIS 3.1 specification algorithm is used to select profiles based on SNR and FEC information, then profile selection can be automated, but the Code Error Rate estimation becomes inaccurate and cannot distinguish between profiles that offer clear benefits

Engineering Contradiction:
Improveprofile selection automationVSAvoidCode Error Rate estimation accuracy
Core Design Contradiction:
Extent of automationVSMeasurement precision

Solution Approach 1:

The patent changes the selection parameter from SNR/FEC-based metrics to Mean Error Ratio (MER) margin-based scoring. By calculating a score for each profile based on MER margins and selecting the profile with the highest score, the system achieves both automation and accurate differentiation between profiles, directly resolving the contradiction between automation and measurement precision.

Inventive Principle:
Principle #35Parameter changes

2Adaptability or versatility

If multiple profiles are defined for an OFDM channel to accommodate different conditions, then adaptability increases, but the complexity of profile management and selection increases

Engineering Contradiction:
Improveprofile adaptability to different conditionsVSAvoidprofile management complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent implements a self-service mechanism where the system automatically calculates MER margins, computes scores for each profile, and selects the optimal profile without manual intervention. This automation of the selection process maintains high adaptability across multiple profiles while reducing management complexity, as the system autonomously handles profile evaluation and selection based on current channel conditions.

Inventive Principle:
Principle #25Self-service

3Ease of operation

If profile selection is based on average SNR metrics, then the selection process is simplified, but it fails to account for varying noise conditions across different subcarriers of the OFDM channel

Engineering Contradiction:
Improveprofile selection simplicityVSAvoidcommunication reliability under varying noise conditions
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The patent applies local quality by calculating MER margins for each subcarrier individually rather than using a single average SNR value. The score for each profile is computed by summing the MER margins across all subcarriers, thereby capturing local noise variations and providing a more reliable basis for profile selection that maintains both simplicity and accuracy.

Inventive Principle:
Principle #3Local quality

Data Source

PatentUS20210091989A1Automatic OFDM Profile Selection
Publication Date: 2021.03.25 HARMONIC INC
  • US20210091989A1 patent drawing
  • US20210091989A1 patent drawing
  • US20210091989A1 patent drawing

AI summary

Assigning an appropriate modulation profile for an orthogonal frequency-division multiplexing (OFDM) channel. The current modulation profile assigned to a specific cable modem for communicating over a specific OFDM channel is examined to determine whether to consider reassigning the specific cable modem to a different modulation profile. Only upon determining consideration should be given, an assessment is made as to which modulation profile, of a set of candidate modulation profiles available to that cable modem for communicating over the specific OFDM channel, should be assigned to the specific cable modem using linear domain averaging over the OFDM subcarriers of the ratios between a Mean Error Rate (MER) threshold per subcarrier for the specific cable modem and the MER reported by the specific cable modem per subcarrier. A new modulation profile is assigned to the specific modem based on the assessment.