@phdthesis{lehninger_context-aware_2025, title = {Context-aware sensor data monitoring on {NEMS} technology}, url = {https://repositum.tuwien.at/handle/20.500.12708/212819}, abstract = {Monitoring the correct behavior of an arbitrary system can be costly if it the monitoring system has to betaylored to the system under observation. To ease the configuration of such a device health monitoringsystem, Confidence-based Context-Aware Monitoring (CCAM) was developed. Although it can beconsidered a lightweight algorithm on modern embedded computing systems, it was not designed for extremely hardware-constrained use cases. To further extend the field of possible applications, the algo-rithm has been simplified and implemented in hardware on a novel NEMS technology. Simultaneously,this work is a case study for logic design on NEMS. Therefore, it has been investigated how to leverage the potential of that technology and a trade-off analysis for two implementations has been performed.The insights allow for improvement of further circuit designs and hint towards potential improvements of synthesis targeting NEMS.}, language = {en}, urldate = {2025-04-01}, author = {Lehninger, Philipp}, collaborator = {Jantsch, Axel and Elahi, Ardavan}, year = {2025}, note = {Artwork Size: 104 pages Medium: application/pdf Publisher: TU Wien}, keywords = {Circuit Design, Monitoring, NEMS, Nanomechanische Devices}, }