Hybrid Frequency-Time Domain Equalizer for Wireless Interference

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Solution Overview

Problem

Existing equalization techniques in CDMA systems, such as time-domain (TDE) and frequency-domain (FDE) equalizers, face challenges with high computational complexity, scalability, and latency, particularly in handling multipath and inter-cell interference in wireless communication systems like UMTS.

Innovation Solution

A hybrid frequency-time domain equalization technique that determines equalizer coefficients in the frequency domain and performs filtering in the time domain, combining the advantages of TDE and FDE to reduce complexity and latency while maintaining performance.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If time-domain equalization (TDE) is used to achieve good equalization performance, then equalization quality is improved, but computational complexity increases

Engineering Contradiction:
Improveequalization performanceVSAvoidcomputational complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The equalization process is segmented into two distinct domains: frequency-domain coefficient determination and time-domain filtering. This segmentation allows each part to operate in its most efficient domain, reducing overall computational complexity while maintaining performance

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The invention transitions between frequency and time domains by performing coefficient determination in the frequency domain and filtering in the time domain. This dimensional switching optimizes computational efficiency without sacrificing equalization quality

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Device complexity

If frequency-domain equalization (FDE) is used to reduce computational complexity, then computational complexity is reduced, but equalization performance deteriorates

Engineering Contradiction:
Improvecomputational complexityVSAvoidequalization performance
Core Design Contradiction:
Device complexityVSReliability

Solution Approach 1:

The equalization process is segmented into two distinct domains: frequency-domain coefficient determination and time-domain filtering. This segmentation allows each part to operate in its most efficient domain, reducing overall computational complexity while maintaining performance

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The invention transitions between frequency and time domains by performing coefficient determination in the frequency domain and filtering in the time domain. This dimensional switching optimizes computational efficiency without sacrificing equalization quality

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

3Reliability

If longer equalizer lengths are used to improve equalization performance, then equalization quality is improved, but latency increases

Engineering Contradiction:
Improveequalization performanceVSAvoidlatency
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The equalizer length becomes a dynamic parameter that can be adaptively adjusted based on channel conditions. This allows the system to use longer equalizer lengths only when necessary for performance, reducing latency in conditions where shorter lengths suffice

Inventive Principle:
Principle #15Dynamics

Data Source

PatentUS10862715B2Equalizer and method for equalizing a receive signal
Publication Date: 2020.12.08 APPLE INC
  • US10862715B2 patent drawing
  • US10862715B2 patent drawing
  • US10862715B2 patent drawing

AI summary

An equalizer includes: a channel estimator configured to generate a set of time-domain channel coefficients based on a receive signal; a frequency-domain transformer configured to generate a set of frequency-domain channel coefficients based on a frequency transform of the set of time-domain channel coefficients; an equalizer coefficient generator configured to generate a set of frequency-domain equalizer coefficients based on the set of frequency-domain channel coefficients; a time-domain transformer configured to generate a set of time-domain equalizer coefficients based on a time transform of the set of frequency-domain equalizer coefficients; and a filter configured to filter the receive signal based on a filter function that is based on the set of time-domain equalizer coefficients.