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I NAVAL POSTGRADUATE SCHOOL Monterey, California AD-A236 940 DTC ELECTED THESIS EFFECTS OF NON-UNIFORM WINDOWING IN A RICIAN-FADING CHANNEL AND SIMULATION Of ADAPTIVE AUTOMATIC REPEAT REQUEST PROTOCOLS
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01
Understand the concept of non-uniform windowing: Non-uniform windowing refers to the process of applying different window functions to different segments of a signal when performing spectral analysis. It is often used to mitigate the effects of leakage and improve the accuracy of frequency estimation in non-stationary signals.
02
Choose appropriate window functions: Selecting suitable window functions is crucial in achieving the desired effects of non-uniform windowing. Different window functions have different frequency-domain characteristics and trade-offs in terms of main lobe width, side lobe suppression, and frequency resolution. Commonly used window functions include Hamming, Hanning, Blackman, and Kaiser windows.
03
Determine the optimal window lengths: The lengths of the individual windows used in non-uniform windowing are typically determined based on the characteristics of the signal being analyzed. Shorter window lengths offer better time resolution but poorer frequency resolution, whereas longer window lengths provide better frequency resolution but poorer time resolution. Therefore, it is crucial to strike a balance and determine the optimal window lengths for accurate analysis.
04
Apply the window functions to the signal: Once the appropriate window functions and window lengths have been determined, apply the different window functions to the respective segments of the signal. Ensure that the windows overlap sufficiently to avoid introducing artifacts and ensure continuity in the spectral analysis.
05
Perform spectral analysis: After applying the non-uniform windowing technique, perform the desired spectral analysis on the segmented signal. This can include techniques such as Fourier analysis, short-time Fourier transform (STFT), or other advanced time-frequency analysis methods.

Who needs effects of non-uniform windowing?

01
Signal processing researchers: Non-uniform windowing techniques are of great interest to researchers in the field of signal processing. They explore and develop novel algorithms and approaches to improve the accuracy of spectral analysis in non-stationary signals, such as audio, speech, biomedical signals, and vibration analysis.
02
Engineers and scientists dealing with non-stationary signals: In various domains, such as audio processing, radar signal analysis, image processing, and environmental monitoring, dealing with non-stationary signals is common. The effects of non-uniform windowing can help enhance the accuracy and precision of their analyses, enabling better understanding and interpretation of the underlying signals.
03
Musicians and audio engineers: In the field of music and audio production, understanding the effects of non-uniform windowing can be beneficial. With the use of non-uniform windowing techniques, musicians and audio engineers can improve the analysis and processing of complex audio signals, resulting in better sound quality, separation of different sound sources, and enhanced audio effects.
Overall, the effects of non-uniform windowing are applicable to a wide range of professionals and researchers who deal with non-stationary signals and seek to improve the accuracy and precision of their analyses.
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