Capacitive Sensor Array Gesture Recognition via Temporal Analysis

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Solution Overview

Problem

Existing capacitive sensor systems for actuating vehicle tailgates are prone to false triggering due to the inability to differentiate between human gestures and other movements, leading to malfunction and reduced recognition accuracy.

Innovation Solution

A capacitive sensor arrangement with spatially offset, elongated sensor electrodes and a control and evaluation circuit that records and compares the time sequences of capacitance changes to distinguish between valid and invalid actuation gestures by analyzing the response and fall times of the electrodes, ensuring symmetry and consistency in signal patterns.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If a single capacitive sensor electrode is used to detect object approach, then the device complexity is reduced, but the measurement precision deteriorates due to inability to differentiate between human gestures and other movements

Engineering Contradiction:
Improvesensor system complexityVSAvoidgesture recognition accuracy
Core Design Contradiction:
Device complexityVSMeasurement precision

Solution Approach 1:

The sensor system is segmented into multiple sensor electrodes (first sensor electrode and second sensor electrode) arranged at different spatial positions. Each electrode independently detects capacitance changes, and the control unit evaluates the combined signals to differentiate between valid human gestures and invalid movements, thereby improving measurement precision without excessive complexity increase

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces a temporal dimension by evaluating the time sequence of capacitance changes from multiple electrodes. The control unit analyzes whether capacitance changes occur in a specific temporal pattern consistent with human gestures, adding time-based discrimination capability that improves gesture recognition accuracy

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

2Area of stationary object

If the sensor electrodes are arranged to cover a larger detection area, then the detection capability is improved, but the reliability deteriorates due to increased false triggering from animals or objects

Engineering Contradiction:
Improvedetection areaVSAvoidactuation request accuracy
Core Design Contradiction:
Area of stationary objectVSReliability

Solution Approach 1:

The detection area is segmented into multiple zones monitored by different sensor electrodes positioned at different locations. The control unit requires a specific spatio-temporal pattern of capacitance changes across multiple electrodes to validate an actuation request, which allows covering a larger detection area while filtering out false triggers from animals or rolling objects that do not produce the characteristic human gesture pattern

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The control unit continuously monitors capacitance changes from multiple electrodes and provides feedback evaluation by comparing the detected pattern against expected human gesture patterns. This feedback mechanism enables the system to distinguish between valid actuation requests and false triggers, maintaining reliability across an expanded detection area

Inventive Principle:
Principle #23Feedback

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 approach enhances detection accuracy by differentiating between intended human gestures and unintended movements, reducing false actuations and improving the reliability of tailgate operation.

Implementation Method 1

detects a change in the capacitance of the sensor electrode arrangements compared to a reference potential

Methodology Applied
Scientific EffectCapacitance: Capacitance

Implementation Method 2

evaluates at least one parameter of a current or voltage curve that is dependent on the periodic charging and discharging of the sensor electrode

Methodology Applied
Scientific EffectPeriodic charging and discharging:

Data Source

PatentEP2812996B1Method for the operation of a capacitive sensor array on a motor vehicle and associated device
Publication Date: 2018.01.03 HUF HÜLSBECK & FÜRST GMBH & CO KG
  • EP2812996B1 patent drawingFigure 1A~1B
  • EP2812996B1 patent drawingFigure 2A~2B

AI summary

A sensor array for the detection of movement gestures on a motor vehicle, wherein two sensor electrode arrays (2, 3) are arranged at spatially offset positions on the motor vehicle, wherein the sensor electrodes (2, 3) are designed as elongate electrode arrays. The sensor array comprises at least one control and evaluation device (5) which is coupled to the sensor electrode arrays and detects a change in the capacitance of the sensor electrode arrays. One of the sensor electrode arrays (2) is longer than the other (3). The longer sensor electrode array (2) is deformed in the direction of the shorter sensor electrode array (3) in the region of the sections protruding horizontally over the shorter sensor electrode array (3). The control and evaluation device is designed to detect a time sequence of capacitance values for each of the sensor electrode arrays (2, 3). The times when each sensor array responds and stops responding are recorded, and the time difference between the times when the sensor electrode arrays respond (response time difference) and the time difference between the times when the sensor electrodes stop responding (drop-out time difference) are compared when assessing whether an actuation event has been recorded by the control and evaluation device (5).