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Derivation Technique for Headphone Transfer Functions Based on Sine Sweeps and Least Squares Minimization

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System identification for ANC Headphones considers two transfer functions: one between the outer and inner microphones, called primary path; and one between the control speaker and the inner microphone, known as secondary path. The accuracy of their measurements can be directly translated into the maximal reachable attenuation and also into stability, in case of feedback approaches. Based on a sine sweep technique we computed two impulse responses from an external sound source to the outer and inner microphones attached to the headphone shell, denoted as $r$ and $q$, respectively. Based on both measurements the primary path's finite length impulse response $p$ is derived. For doing that we compared two derivation techniques, one based on the known frequency-domain approach and the other one on a Least Squares time-domain approach proposed by us. The Least Squares technique minimizes the squared error in the reconstruction of $q$ based on the convolution of $p$ and $r$. Comparisons between both techniques on a real system with different lengths for $p$ show an error reduction of at least 10\,dB and up to 24\,dB using the Least Squares approach.

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Document Type: Research Article

Publication date: 21 August 2016

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