Adaptive AFC Loop Gain for High-Speed Train Channel Tracking

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Solution Overview

Problem

In wireless communication systems, especially in high-speed train environments, frequency offsets due to Doppler effects lead to degraded reception performance, as existing technologies fail to effectively classify channels and adjust loop gains to compensate for rapid frequency changes.

Innovation Solution

An automatic frequency controller in terminals classifies downlink channels as High Speed Train (HST) or non-HST channels based on phase estimates, adjusting loop gains accordingly to correct frequency offsets and communicate with base stations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If a fixed loop gain is used in the automatic frequency controller, then the system is simple to implement, but the reception performance degrades in high-speed train environments due to rapid frequency changes

Engineering Contradiction:
Improvereception performanceVSAvoidloop gain control complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent implements dynamic loop gain adjustment by classifying the wireless channel into HST or non-HST types based on phase estimate characteristics. When HST channel is detected, a first loop gain (higher tracking speed) is applied; when non-HST channel is detected, a second loop gain (lower tracking speed) is applied. This dynamic adaptation resolves the contradiction by making the system complexity variable rather than fixed, achieving high reliability only when needed.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The patent changes the loop gain parameter based on channel classification. The loop gain is adjusted from a fixed value to a variable parameter that takes different values depending on whether the channel is classified as HST or non-HST. This parameter change enables the system to adapt to different channel conditions, improving reception performance in HST environments without unnecessarily increasing complexity in normal conditions.

Inventive Principle:
Principle #35Parameter changes

2Reliability

If a variable loop gain is used to track rapid frequency changes in HST environments, then reception performance improves, but the device complexity increases due to channel classification and dynamic adjustment mechanisms

Engineering Contradiction:
Improvereception performanceVSAvoidchannel classification complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent segments the wireless channel space into two distinct categories: HST channels and non-HST channels. This segmentation is based on analyzing phase estimate characteristics and comparing them against threshold values. By dividing the continuous channel space into discrete segments, the system can apply different loop gain strategies appropriate for each segment, making the complex problem of adapting to all possible channel conditions more manageable.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent performs preliminary channel classification before applying the appropriate loop gain. By analyzing phase estimate characteristics and determining whether the channel is HST or non-HST in advance, the system prepares the correct loop gain value before frequency offset correction is needed. This preliminary action prevents the need for complex real-time adjustments during frequency tracking, reducing overall system complexity.

Inventive Principle:
Principle #10Preliminary action

3Speed

If the loop gain is adjusted dynamically based on channel classification, then frequency offset tracking speed increases, but the processing time for channel classification and loop gain determination increases

Engineering Contradiction:
Improvefrequency tracking speedVSAvoidprocessing time
Core Design Contradiction:
SpeedVSLoss of time

Solution Approach 1:

The patent applies partial action by using a simplified classification approach that analyzes only the necessary phase estimate characteristics to distinguish HST from non-HST channels. Rather than performing exhaustive analysis of all channel parameters, the system focuses on the key discriminative features (phase estimate statistics), achieving sufficient classification accuracy with minimal processing time. This allows dynamic loop gain adjustment without excessive processing delays.

Inventive Principle:
Principle #16Partial or excessive action

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This solution improves reception performance by rapidly tracking and compensating for frequency changes in HST environments, enhancing communication reliability and stability.

Implementation Method 1

when there is relative movement between the terminal and the base station, an additional frequency offset may occur due to the Doppler effect

Methodology Applied
Scientific EffectDoppler effect: Doppler Effect

Data Source

PatentUS10291456B2Automatic frequency controllers for adjusting digital loop filter gain based on wireless channel classification, wireless communication devices including the same, automatic frequency control methods and wireless communication methods
Publication Date: 2019.05.14 SAMSUNG ELECTRONICS CO LTD
  • US10291456B2 patent drawing
  • US10291456B2 patent drawing
  • US10291456B2 patent drawing

AI summary

Automatic frequency controllers, automatic frequency control methods, wireless communication devices, and/or wireless communication methods are provided. The automatic frequency controllers for correcting a frequency offset between a base station and a terminal includes at least one processor communicatively coupled to a memory and configured to execute computer-readable instructions stored in the memory to obtain a phase estimate from a reference signal received from the base station; classify a downlink channel as a High Speed Train (HST) channel or a non-HST channel based on the phase estimate; adjust a loop gain according to the classified downlink channel; calculate a phase error based on the phase estimate and the loop gain; correct the frequency offset using the phase error; and communicate with the base station after correcting the frequency offset.