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Module 5 - Multirate Signal Processing

Module 5 - Multirate Signal ProcessingPatrick A. NaylorDigital Signal Processing of Multirate Signal processingFundamentalsdecimationinterpol ationResampling by rational fractionsMultirate identitiesPolyphase representationsMaximally decimated filter banksaliasingamplitude and phase distortionperfect reconstruction conditionsDigital Signal Processing single-rate DSP systems, all data is sampled at the same rateno change of rate within the Multirate DSP systems, sample rates are changed (or are different)within the systemMultirate can offer several advantagesreduced computational complexityreduced transmission data Signal Processing : Audio sample rate conversionrecording studios use 192 kHzCD uses kHzwideband speech coding using 16 kHzmaster from studio must be rate-converted by a Signal Processing : Oversampling ADCC onsider a Nyquist rate ADC in which the Signal is sampled at the desiredprecision and at a rate such that Nyquist s sampling criterion is for audio is 20 Hz< f <20 kHzAntialiasing filter required has very demanding specification|H(j )|= 0 dB, f <20 kHz|H(j )|<96 dB, f high

Applications of multirate signal processing Fundamentals decimation interpolation Resampling by rational fractions Multirate identities Polyphase representations Maximally decimated filter banks aliasing amplitude and phase distortion perfect reconstruction conditions Digital Signal Processing – p.2/25

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  Processing, Fundamentals, Signal, Signal processing, Signal processing fundamentals

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