Active Noise Reduction Device Using Segmented Adaptive Filters
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Solution Overview
Problem
Existing active noise reduction devices face challenges in effectively reducing noise when the frequency shifts by 1 Hz from the assumed frequency and are costly for broadband noise reduction, requiring advanced sensors and digital signal processors.
Innovation Solution
An active noise reduction device utilizing the SAN filtered-x LMS algorithm, comprising multiple adaptive filters, feedback filters, adders, band elimination filters, and gain adjusters, which outputs cancellation sound by updating filter coefficients based on error signals to reduce broadband noise while minimizing the waterbed effect.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional active noise reduction devices are used, then narrowband noise at a specific frequency can be reduced, but the noise reduction effectiveness deteriorates when the frequency shifts by 1 Hz from the assumed frequency
Solution Approach 1:
The patent divides the noise reduction task into multiple parallel channels, each handling a specific frequency band. Instead of using a single adaptive filter for the entire frequency spectrum, the system segments the frequency range and processes each segment independently, allowing precise control at each frequency while maintaining overall adaptability.
Solution Approach 2:
The patent implements dynamic frequency tracking by continuously updating the center frequencies of the bandpass filters based on the actual noise characteristics. This dynamic adjustment allows the system to adapt to frequency shifts in real-time, maintaining effective noise reduction even when the assumed frequency changes.
2Reliability
If advanced sensors and digital signal processors are used for broadband noise reduction, then noise reduction effectiveness is improved, but device cost increases
Solution Approach 1:
The patent makes existing audio components (loudspeakers and microphones) serve dual purposes: their primary function for audio playback and recording, and a secondary function as actuators and sensors for active noise reduction. This eliminates the need for separate advanced sensors and processors, reducing device cost while maintaining broadband noise reduction effectiveness.
Solution Approach 2:
The system uses the device's own audio components to perform noise reduction without requiring external specialized equipment. The loudspeakers generate cancellation sounds and the microphones detect error signals, allowing the system to self-service the noise reduction function using existing infrastructure.
3Adaptability or versatility
If multiple adaptive filters are used to broaden noise reduction frequency range, then frequency range coverage is improved, but filter coefficient overload occurs
Solution Approach 1:
The patent segments the frequency spectrum into multiple bands, with each adaptive filter responsible for a specific segment. This segmentation prevents coefficient overload by limiting each filter to a manageable frequency range, while the collective coverage of all filters provides broad frequency range noise reduction.
Solution Approach 2:
The patent applies feedback filters that multiply cancellation signals by gain coefficients less than 1, intentionally using partial action to prevent over-correction. This approach stabilizes filter coefficients by avoiding excessive adjustments, ensuring reliable operation across the extended frequency range.
4Reliability
If feedback filters with gain coefficients are introduced, then filter coefficient stability is improved, but system complexity increases
Solution Approach 1:
The patent merges the feedback filter functionality into the existing adaptive filter structure. Rather than adding completely separate feedback loops, the system integrates gain adjustment and feedback mechanisms within the adaptive filter framework, maintaining coefficient stability while minimizing structural complexity.
Data Source
AI summary
An active noise reduction device includes: a plurality of first adaptive filters; a plurality of feedback filters; an adder that adds a cancellation signal outputted by each of the plurality of first adaptive filters, and outputs a cancellation signal resulting from the addition; and a band elimination filter that is disposed in at least one of a first path from each of the plurality of first adaptive filters to a loudspeaker or a second path from a microphone to each of the plurality of first adaptive filters.


