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Series in Signal and Information Processing, Vol. 25
edited by Hans-Andrea Loeliger

Georg Wilckens

A New Perspective on Analog-to-Digital

Conversion of Continuous-Time Signals.

1. Auflage/1st edition 2013, XIV, 100 Seiten/pages, € 64,00.

ISBN 978-3-86628-469-2


This thesis describes a new perspective on analog-to-digital conversion. An analog signal influences a linear analog system which is time-invariant between known sampling times. We sample and quantize some state variables of the analog system and possibly use them to apply control or to modify the system. Finally the quantized observations are passed to a Kalman-filter, which recovers an estimate of the input signal. We describe the general design philosophy, some approaches for the design of the analog part and the estimator. Simulations verify viability of the operations, and we demonstrate feasibility of a real system through a proof of concept hardware prototype. We give illustrating examples to aid transfer of theory to application.


Keywords: analog-to-digital conversion; oversampling converter; estimation; Kalman filter; factor graph.





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