Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205228688> ?p ?o ?g. }
- W4205228688 endingPage "3659" @default.
- W4205228688 startingPage "3648" @default.
- W4205228688 abstract "Given the emergence of the Internet of Things (IoT) Cyber-Physical Systems (CPSs) and their omnipresence, reducing their power consumption is among the major design priorities. To reduce the power consumption of such systems, we propose the use of a signal-dependent sampling method in a bottom-up fashion, which can lead to up to a 94% reduction in the overall system power with negligible or no loss in performance. Moreover, the proposed technique provides further flexibility for self-aware CPSs to dynamically adjust the number of data samples that are needed for processing (and consequently reduce the power consumption) based on the application at hand and the desired trade-off between accuracy and power consumption. To show the merits of the proposed approach, we also present case studies in the context of an Electrocardiography (ECG) monitoring system as well as a greenhouse (temperature and relative humidity) monitoring system. We also discuss the trade-offs among the system configuration parameters, power consumption, and performance (accuracy). We show that the proposed method has a negligible overhead, which facilitates the real-time operation of the IoT CPS while achieving significant power savings (up to 94%). Even though we study the effects of using this method for two representative applications, the technique is general and can offer similar improvements for a wide range of CPSs and resource-constrained IoT systems." @default.
- W4205228688 created "2022-01-26" @default.
- W4205228688 creator A5017872065 @default.
- W4205228688 creator A5019772203 @default.
- W4205228688 creator A5034478622 @default.
- W4205228688 creator A5044994692 @default.
- W4205228688 creator A5049231448 @default.
- W4205228688 creator A5049697616 @default.
- W4205228688 creator A5050080301 @default.
- W4205228688 date "2022-02-15" @default.
- W4205228688 modified "2023-09-26" @default.
- W4205228688 title "Self-Aware Data Processing for Power Saving in Resource-Constrained IoT Cyber-Physical Systems" @default.
- W4205228688 cites W1504739390 @default.
- W4205228688 cites W1586692934 @default.
- W4205228688 cites W1964434678 @default.
- W4205228688 cites W2005186928 @default.
- W4205228688 cites W2030066358 @default.
- W4205228688 cites W2043260692 @default.
- W4205228688 cites W2046580775 @default.
- W4205228688 cites W2053684693 @default.
- W4205228688 cites W2054295738 @default.
- W4205228688 cites W2119667497 @default.
- W4205228688 cites W2130798978 @default.
- W4205228688 cites W2150570534 @default.
- W4205228688 cites W2161153033 @default.
- W4205228688 cites W2162800060 @default.
- W4205228688 cites W2282731413 @default.
- W4205228688 cites W2295830109 @default.
- W4205228688 cites W2476054604 @default.
- W4205228688 cites W2549342384 @default.
- W4205228688 cites W2554019466 @default.
- W4205228688 cites W2557251469 @default.
- W4205228688 cites W2612502572 @default.
- W4205228688 cites W2715427162 @default.
- W4205228688 cites W2743178177 @default.
- W4205228688 cites W2756552411 @default.
- W4205228688 cites W2799137784 @default.
- W4205228688 cites W2802802696 @default.
- W4205228688 cites W2806656456 @default.
- W4205228688 cites W2897156829 @default.
- W4205228688 cites W2897391564 @default.
- W4205228688 cites W2907383064 @default.
- W4205228688 cites W3036191749 @default.
- W4205228688 cites W3081971321 @default.
- W4205228688 cites W3085049001 @default.
- W4205228688 cites W3102656703 @default.
- W4205228688 cites W3134694428 @default.
- W4205228688 cites W3141713259 @default.
- W4205228688 cites W3160802811 @default.
- W4205228688 cites W3161752634 @default.
- W4205228688 cites W4242565096 @default.
- W4205228688 cites W4250955649 @default.
- W4205228688 cites W596238075 @default.
- W4205228688 doi "https://doi.org/10.1109/jsen.2021.3133405" @default.
- W4205228688 hasPublicationYear "2022" @default.
- W4205228688 type Work @default.
- W4205228688 citedByCount "5" @default.
- W4205228688 countsByYear W42052286882022 @default.
- W4205228688 countsByYear W42052286882023 @default.
- W4205228688 crossrefType "journal-article" @default.
- W4205228688 hasAuthorship W4205228688A5017872065 @default.
- W4205228688 hasAuthorship W4205228688A5019772203 @default.
- W4205228688 hasAuthorship W4205228688A5034478622 @default.
- W4205228688 hasAuthorship W4205228688A5044994692 @default.
- W4205228688 hasAuthorship W4205228688A5049231448 @default.
- W4205228688 hasAuthorship W4205228688A5049697616 @default.
- W4205228688 hasAuthorship W4205228688A5050080301 @default.
- W4205228688 hasConcept C105795698 @default.
- W4205228688 hasConcept C111919701 @default.
- W4205228688 hasConcept C120314980 @default.
- W4205228688 hasConcept C121332964 @default.
- W4205228688 hasConcept C127413603 @default.
- W4205228688 hasConcept C149635348 @default.
- W4205228688 hasConcept C151730666 @default.
- W4205228688 hasConcept C163258240 @default.
- W4205228688 hasConcept C172191483 @default.
- W4205228688 hasConcept C179768478 @default.
- W4205228688 hasConcept C200601418 @default.
- W4205228688 hasConcept C2779343474 @default.
- W4205228688 hasConcept C2779960059 @default.
- W4205228688 hasConcept C2780598303 @default.
- W4205228688 hasConcept C31258907 @default.
- W4205228688 hasConcept C33923547 @default.
- W4205228688 hasConcept C41008148 @default.
- W4205228688 hasConcept C62520636 @default.
- W4205228688 hasConcept C79403827 @default.
- W4205228688 hasConcept C81860439 @default.
- W4205228688 hasConcept C86803240 @default.
- W4205228688 hasConcept C89227174 @default.
- W4205228688 hasConceptScore W4205228688C105795698 @default.
- W4205228688 hasConceptScore W4205228688C111919701 @default.
- W4205228688 hasConceptScore W4205228688C120314980 @default.
- W4205228688 hasConceptScore W4205228688C121332964 @default.
- W4205228688 hasConceptScore W4205228688C127413603 @default.
- W4205228688 hasConceptScore W4205228688C149635348 @default.
- W4205228688 hasConceptScore W4205228688C151730666 @default.
- W4205228688 hasConceptScore W4205228688C163258240 @default.
- W4205228688 hasConceptScore W4205228688C172191483 @default.