Abstract
The problem of restoring an analog signal from its sampled measurements is called the signal reconstruction problem. A reconstructor is said to be consistent if the resampling of the reconstructed signal by the acquisition system would produce exactly the same measurements. The consistency requirement is frequently used in signal processing applications as the design criterion for signal reconstruction. System-theoretic reconstruction, in which the analog reconstruction error is minimized, is a promising alternative to consistency-based approaches. The primary objective of this paper is to investigate, what are conditions under which consistency might be a byproduct of the system theoretic design that uses the L2 criterion. By analyzing the L2 reconstruction in the lifted frequency domain, we show that non-causal solutions are always consistent. When causality constraints are imposed, the situation is more complicated. We prove that optimal relaxedly causal reconstructors are consistent either if the acquisition device is a zero-order generalized sampler or if the measured signal is the ideally sampled state vector of the antialiasing lter. In other cases consistency can no longer be guaranteed as we demonstrate by a numerical example.
Original language | Undefined |
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Title of host publication | Proceedings of the 19th International Symposiumon Mathematical Theory of Networks and Systems (MTNS 2010) |
Editors | E Edelmayer |
Place of Publication | Budapest |
Publisher | Eötvös Loránd University |
Pages | 1141-1145 |
Number of pages | 5 |
ISBN (Print) | 978-963-311-370-7 |
Publication status | Published - Jul 2010 |
Event | 19th International Symposium on Mathematical Theory of Networks and Systems, MTNS 2010 - Budapest, Hungary Duration: 5 Jul 2010 → 9 Jul 2010 Conference number: 19 |
Publication series
Name | |
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Publisher | Eötvös Loránd University |
Conference
Conference | 19th International Symposium on Mathematical Theory of Networks and Systems, MTNS 2010 |
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Abbreviated title | MTNS |
Country/Territory | Hungary |
City | Budapest |
Period | 5/07/10 → 9/07/10 |
Keywords
- IR-75720
- EWI-18614
- METIS-275674