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Adaptive Sub band GSC Beam forming using Linear Microphone-Array for Noise Reduction/Speech Enhancement.
Blekinge Tekniska Högskola, Sektionen för ingenjörsvetenskap.
2012 (Engelska)Självständigt arbete på avancerad nivå (masterexamen)Studentuppsats (Examensarbete)Alternativ titel
Adaptive Sub band GSC Beam forming using Linear Microphone-Array for Noise Reduction/Speech Enhancement. (Svenska)
Abstract [en]

This project presents the description, design and the implementation of a 4-channel microphone array that is an adaptive sub-band generalized side lobe canceller (GSC) beam former uses for video conferencing, hands-free telephony etc, in a noisy environment for speech enhancement as well as noise suppression. The side lobe canceller evaluated with both Least Mean Square (LMS) and Normalized Least Mean Square (NLMS) adaptation. A testing structure is presented; which involves a linear 4-microphone array connected to collect the data. Tests were done using one target signal source and one noise source. In each microphone’s, data were collected via fractional time delay filtering then it is divided into sub-bands and applied GSC to each of the subsequent sub-bands. The overall Signal to Noise Ratio (SNR) improvement is determined from the main signal and noise input and output powers, with signal-only and noise-only as the input to the GSC. The NLMS algorithm significantly improves the speech quality with noise suppression levels up to 13 dB while LMS algorithm is giving up to 10 dB. All of the processing for this thesis is implemented on a computer using MATLAB and validated by considering different SNR measure under various types of blocking matrix, different step sizes, different noise locations and variable SNR with noise.

Ort, förlag, år, upplaga, sidor
2012. , s. 52
Nyckelord [en]
Generalized Side lobe Canceller (GSC), Blocking matrix, Microphone array, Sub band, SNR.
Nationell ämneskategori
Signalbehandling Datavetenskap (datalogi) Telekommunikation
Identifikatorer
URN: urn:nbn:se:bth-6174Lokalt ID: oai:bth.se:arkivexC0ABF57518E63A39C12579C7007489DEOAI: oai:DiVA.org:bth-6174DiVA, id: diva2:833603
Uppsök
teknik
Handledare
Anmärkning
Mamun Ahmed E-mail: mamuncse99cuet@yahoo.comTillgänglig från: 2015-04-22 Skapad: 2012-03-20 Senast uppdaterad: 2018-01-11Bibliografiskt granskad

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Sektionen för ingenjörsvetenskap
SignalbehandlingDatavetenskap (datalogi)Telekommunikation

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