Adaptive Averaging for Nonlinear Noise in Frequency Domain Equalization

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Frequency domain equalization systems in wireless communication face challenges in correcting nonlinear distortions caused by transmitter and receiver components, leading to errors in channel estimation and demodulation performance, especially due to correlated noise sources like I/Q imbalances and power amplifier nonlinearities.

Innovation Solution

Incorporating a known sequence (preamble) in the signal, the system transforms and averages neighboring frequency points in the frequency domain to reduce nonlinear noise, compares these averages to an expected frequency response, and applies a correction filter to correct for distortions, thereby enhancing signal quality and robustness to impairments.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If frequency domain equalization is used to correct intersymbol interference, then convergence properties are improved, but nonlinear distortions from transmitter and receiver components cannot be corrected

Engineering Contradiction:
Improveconvergence propertiesVSAvoidnonlinear distortions
Core Design Contradiction:
ReliabilityVSObject-affected harmful factors

Solution Approach 1:

The patent segments the frequency domain processing into two distinct stages: first performing standard frequency domain equalization to correct linear intersymbol interference, then performing a second frequency domain transformation and equalization pass to correct nonlinear distortions. This segmentation allows each stage to address specific types of channel impairments independently, resolving the contradiction between achieving convergence and correcting nonlinear distortions.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces an intermediary frequency domain transformation step that converts the time-domain equalized signal back to frequency domain for a second equalization pass. This intermediary transformation acts as a bridge between linear and nonlinear equalization processes, enabling the system to first correct linear effects and then address nonlinear distortions that were not fully eliminated in the first pass.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Device complexity

If standard frequency domain equalization is applied, then computational complexity is reduced, but channel estimation accuracy deteriorates due to correlated noise

Engineering Contradiction:
Improvecomputational complexityVSAvoidchannel estimation accuracy
Core Design Contradiction:
Device complexityVSMeasurement precision

Solution Approach 1:

The patent implements a feedback mechanism where the output of the first frequency domain equalization pass is fed back through another frequency domain transformation and equalization stage. This feedback loop allows the system to iteratively refine channel estimation by using the equalized signal from the first pass as input to the second pass, thereby improving channel estimation accuracy while maintaining computational efficiency through reuse of the same processing structure.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The patent maintains continuous useful action by performing equalization in a continuous two-stage process rather than discrete separate operations. The first frequency domain equalization pass continuously processes the signal, and its output continuously feeds into the second pass, ensuring that channel estimation and distortion correction occur in an ongoing manner that improves accuracy without interrupting the data flow or requiring additional computational overhead.

Inventive Principle:
Principle #20Continuity of useful action

Data Source

PatentUS11005510B2Systems and methods for adaptive averaging in frequency domain equalization systems
Publication Date: 2021.05.11 AVIAT U S
  • US11005510B2 patent drawing
  • US11005510B2 patent drawing
  • US11005510B2 patent drawing

AI summary

An example system comprises a first antenna and a modem. The first antenna is configured to receive a signal from a transmitting radio frequency unit. The signal includes data and a known sequence. The modem is configured to retrieve the known sequence from the signal, transform the known sequence and the data into a frequency domain, calculate averages of groups of neighboring frequency points in the frequency domain to reduce the effect of nonlinear noise in the signal, the neighboring frequency points corresponding to the preamble in the frequency domain, compare the calculated averages to an expected frequency response in the frequency domain, determine a correction filter to apply to the data based on the comparison, apply the correction filter on the data in the frequency domain to create corrected data, transform the corrected data from the frequency domain to the time domain, and provide the data.