Flexible and self-adaptive sense-and-compress for sub-microWatt always-on sensory recording

Jaro de Roose, Haoming Xin, Martin Andraud, Pieter J.A. Harpe, Marian Verhelst

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

3 Citaten (Scopus)
1 Downloads (Pure)

Samenvatting

Miniaturized sensory systems for IoT applications experience a severe power burden from their wireless link and/or embedded storage system. Compressive sensing techniques target data compression before storage and transmission to save power, while minimizing information loss. This work proposes a self-adaptive sense-and-compress system, which consumes only 45-884n W while continuously recording and compressing signals with a bandwidth up to 5kHz. The flexible system uses a combination of off-line Evolutionary Algorithms, and on-line self-adaptivity to constantly adapt to the incoming sensory data statistics, and the current application quality requirements. The 0.27mm2 sense-and-compress interface is integrated in a 65nm CMOS technology, together with an on-board temperature sensor, or can interface with any external sensor. The scalable, self-adaptive system is moreover heavily optimized for low-power and low-leakage, resulting in a tiny, efficient, yet flexible interface allowing always-on sensory monitoring, while consuming 2.5X less power compared to the current State-of-the-Art.

Originele taal-2Engels
TitelESSCIRC 2018 - IEEE 44th European Solid State Circuits Conference
Plaats van productiePiscataway
Pagina's282-285
Aantal pagina's4
ISBN van elektronische versie978-1-5386-5404-0
DOI's
StatusGepubliceerd - 16 okt 2018
Evenement44th IEEE European Solid State Circuits Conference, ESSCIRC 2018 - Dresden, Duitsland
Duur: 3 sep 20186 sep 2018

Congres

Congres44th IEEE European Solid State Circuits Conference, ESSCIRC 2018
Verkorte titelESSCIRC 2018
LandDuitsland
StadDresden
Periode3/09/186/09/18

    Vingerafdruk

Citeer dit

de Roose, J., Xin, H., Andraud, M., Harpe, P. J. A., & Verhelst, M. (2018). Flexible and self-adaptive sense-and-compress for sub-microWatt always-on sensory recording. In ESSCIRC 2018 - IEEE 44th European Solid State Circuits Conference (blz. 282-285). [8494270] Piscataway. https://doi.org/10.1109/ESSCIRC.2018.8494270