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@@ -20,7 +20,7 @@ Usually, a \ac{CI} system consists out of an external processor with a microphon
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\label{fig:fig_electrode}
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\end{figure}
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\noindent As for any head worn hearing aid, the audio processor of a \ac{CI} system does not only pick up the desired ambient audio signal, but also any sort of interference noises from different sources. This circumstance leads to a decrease in the quality of the final audio signal for the user. Reducing this interference noise through adaptive noise reduction, implemented on a low-power digital signal processor, which can be powered within the electrical limitations of a CI system, is the topic of this master's thesis.
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\subsection{Implementation of Adaptive Noise Reduction in Cochlear Implant Systems}
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\subsection{Implementation of adaptive noise reduction in cochlear implant systems}
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The above problem description of noise interference shows the need of further improvement of \ac{CI} systems in this regard. For persons with a healthy hearing sense, the addition of noise to an observed signal may just mean a decrease in hearing comfort, whereas for aurally impaired people it can make the difference in the basic understanding of information. As everyday environments present fluctuating background noise - from static crowd chatter to sudden sounds of different characteristics — that can severely degrade speech perception, the ability to suppress noise is a crucial benefit for users of cochlear implant systems. \\ \\
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\ac{ANR} (also commonly referred as \ac{ANC}), is an advanced signal processing technique that adjusts the parameters of a digital filter to suppress unwanted noise from a signal while preserving the desired signal. In contrary to static filters (like a high- or low-pass filter), \ac{ANR} uses real-time feedback to adjust said digital filter to adapt to the current circumstances.\\ \\
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The challenge in the implementation of \ac{ANR} in \ac{CI} systems lies in the limited capacities. As the \ac{CI} system is powered by a small battery located in the audio processor, energy efficiency is crucial for a possible solution of the described problem of noise interference. Any approach to a reduction of interference noise must be highly optimized with regard to computing power and implemented on dedicated low-power hardware, being able to be powered within the limitations of a \ac{CI} system.\\ \\
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