Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices

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Resumé

This paper proposes a reserved quantization indices method for saturated measurements in compressed sensing. The existing approaches tailored for saturation effect do not provide a way to identify saturated measurements, which is mandatory in practical implementations.We introduce a method using reserved
quantization indices to mark saturated measurements, which is applicable to current quantizer models. Two extended approaches based on the proposed method have been investigated compared to the existing approaches. The investigation shows that saturated measurements can be identified by reserved quantization indices without adding extra hardware resources while maintaining a comparable reconstruction quality to the existing approaches.
OriginalsprogEngelsk
TitelProceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology
Antal sider5
ForlagIEEE Press
Publikationsdato2012
Sider198-202
ISBN (Trykt)978-1-4673-5604-6
DOI
StatusUdgivet - 2012
BegivenhedIEEE International Symposium on Signal Processing and Information Technology - Ho Chi Minh City, Vietnam
Varighed: 12 dec. 201215 dec. 2012

Konference

KonferenceIEEE International Symposium on Signal Processing and Information Technology
LandVietnam
ByHo Chi Minh City
Periode12/12/201215/12/2012

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Citer dette

Li, P., Arildsen, T., & Larsen, T. (2012). Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices. I Proceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology (s. 198-202). IEEE Press. https://doi.org/10.1109/ISSPIT.2012.6621286
Li, Peng ; Arildsen, Thomas ; Larsen, Torben. / Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices. Proceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology. IEEE Press, 2012. s. 198-202
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Li, P, Arildsen, T & Larsen, T 2012, Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices. i Proceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology. IEEE Press, s. 198-202, Ho Chi Minh City, Vietnam, 12/12/2012. https://doi.org/10.1109/ISSPIT.2012.6621286

Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices. / Li, Peng; Arildsen, Thomas; Larsen, Torben.

Proceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology. IEEE Press, 2012. s. 198-202.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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Li P, Arildsen T, Larsen T. Extended Reconstruction Approaches for Saturation Measurements Using Reserved Quantization Indices. I Proceedings of the 12th IEEE International Symposium on Signal Processing and Information Technology. IEEE Press. 2012. s. 198-202 https://doi.org/10.1109/ISSPIT.2012.6621286