liu.seSearch for publications in DiVA
Change search
ReferencesLink to record
Permanent link

Direct link
Attenuation of Harmonic Distortion in Loudspeakers Using Non-linear Control
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2012 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesisAlternative title
Olinjär reglering för dämpning av harmonisk distorsion i högtalare (Swedish)
Abstract [en]

The first loudspeaker was invented almost 150 years ago and even though much has changed regarding the manufacturing, the main idea is still the same. To produce clean sound, modern loudspeaker consist of expensive materials that often need advanced manufacturing equipment. The relatively newly established company Actiwave AB uses digital signal processing to enhance the audio for loudspeakers with poor acoustic properties. Their algorithms concentrate on attenuating the linear distortion but there is no compensation for the loudspeakers' non-linear distortion, such as harmonic distortion.

To attenuate the harmonic distortion, this thesis presents controllers based on exact input-output linearisation. This type of controller needs an accurate model of the system. A loudspeaker model has been derived based on the LR-2 model, an extension of the more common Thiele-Small model.

A controller based on exact input-output linearisation also needs full state feedback, but since feedback risk being expensive, state estimators were used. The state estimators were based on feed-forward or observers using the extended Kalman filter or the unscented Kalman filter. A combination of feed-forward state estimation and a PID controller were designed as well.

In simulations, the total harmonic distortion was attenuated for all controllers up to 180 Hz. The simulations also showed that the controllers are sensitive to inaccurate parameter values in the loudspeaker model. During real-life experiments, the controllers needed to be extended with a model of the used amplifier to function properly. The controllers that were able to attenuate the harmonic distortion were the two methods using feed-forward state estimation. Both controllers showed improvement compared to the uncontrolled case for frequencies up to 40 Hz.

Place, publisher, year, edition, pages
2012. , 69 p.
Keyword [en]
EKF, exact linearisation, feed-forward, loudspeaker modelling, non-linear control, UKF
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-78645ISRN: LiTH-ISY-EX--12/4579--SEOAI: diva2:534340
External cooperation
Actiwave AB
Subject / course
Automatic Control
Available from: 2012-06-18 Created: 2012-06-16 Last updated: 2012-06-18Bibliographically approved

Open Access in DiVA

fulltext(950 kB)690 downloads
File information
File name FULLTEXT01.pdfFile size 950 kBChecksum SHA-512
Type fulltextMimetype application/pdf

Search in DiVA

By author/editor
Arvidsson, MarcusKarlsson, Daniel
By organisation
Automatic ControlThe Institute of Technology
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 690 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Total: 1078 hits
ReferencesLink to record
Permanent link

Direct link