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Analysis Seminar

Tuesday, November 21, 2000 - 4:30pm

Sinan Gunturk

Institute for Advanced Study

Location

University of Pennsylvania

DRL 4C8

In a one-bit quantization scheme, bandlimited functions are represented for each sampling density by sequences that take only two values and this is done in such a way that approximations of the original functions can be obtained by convolving these sequences with appropriately chosen filters. A popular example is sigma-delta quantization, which produces the representative bitstreams of an input function via a symbolic dynamics associated with a nonlinear discrete dynamical system forced by the function. We present a new framework and improved techniques for the error analysis of sigma-delta quantization as well as various refined error estimates and open questions in the field.