Matches in SemOpenAlex for { <https://semopenalex.org/work/W2765653183> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2765653183 abstract "The Internet of Things (IoT) will encompass a massive number of machine type devices that must wirelessly transmit, in near real-time, a diverse set of messages sensed from their environment. Designing resource allocation schemes to support such coexistent, heterogeneous communication is hence a key IoT challenge. In particular, there is a need for self-organizing resource allocation solutions that can account for unique IoT features, such as massive scale and stringent resource constraints. In this paper, a novel finite memory multi-state sequential learning framework is proposed to enable diverse IoT devices to share limited communication resources, while transmitting both delay-tolerant, periodic messages and urgent, critical messages. The proposed learning framework enables the IoT devices to learn the number of critical messages and to reallocate the communication resources for the periodic messages to be used for the critical messages. Furthermore, the proposed learning framework explicitly accounts for IoT device limitations in terms of memory and computational capabilities. The convergence of the proposed learning framework is proved, and the lowest expected delay that the IoT devices can achieve using this learning framework is derived. Furthermore, the effectiveness of the proposed learning algorithm in IoT networks with different delay targets, network densities, probabilities of detection, and memory sizes is analyzed in terms of the probability of a successful random access request and percentage of devices that learned correctly. The results show that the proposed learning algorithm is very effective in reducing the delay of urgent, critical messages by intelligently reallocating the communication resources allocated to the delay-tolerant, periodic messages." @default.
- W2765653183 created "2017-11-10" @default.
- W2765653183 creator A5014362735 @default.
- W2765653183 creator A5024108653 @default.
- W2765653183 date "2017-10-24" @default.
- W2765653183 modified "2023-09-27" @default.
- W2765653183 title "Distributed Learning for Low Latency Machine Type Communication in a Massive Internet of Things" @default.
- W2765653183 cites W1586779801 @default.
- W2765653183 cites W1922937245 @default.
- W2765653183 cites W2038194220 @default.
- W2765653183 cites W2089758604 @default.
- W2765653183 cites W2095059414 @default.
- W2765653183 cites W2096974968 @default.
- W2765653183 cites W2110767187 @default.
- W2765653183 cites W2116168252 @default.
- W2765653183 cites W2141175342 @default.
- W2765653183 cites W2262889796 @default.
- W2765653183 cites W2521707497 @default.
- W2765653183 cites W2527914898 @default.
- W2765653183 cites W2527981319 @default.
- W2765653183 cites W2528305756 @default.
- W2765653183 cites W2586903650 @default.
- W2765653183 cites W2625134549 @default.
- W2765653183 cites W2755207117 @default.
- W2765653183 cites W2894310146 @default.
- W2765653183 cites W2962783428 @default.
- W2765653183 cites W2962894043 @default.
- W2765653183 cites W2962942244 @default.
- W2765653183 hasPublicationYear "2017" @default.
- W2765653183 type Work @default.
- W2765653183 sameAs 2765653183 @default.
- W2765653183 citedByCount "0" @default.
- W2765653183 crossrefType "posted-content" @default.
- W2765653183 hasAuthorship W2765653183A5014362735 @default.
- W2765653183 hasAuthorship W2765653183A5024108653 @default.
- W2765653183 hasConcept C120314980 @default.
- W2765653183 hasConcept C177264268 @default.
- W2765653183 hasConcept C199360897 @default.
- W2765653183 hasConcept C206345919 @default.
- W2765653183 hasConcept C26517878 @default.
- W2765653183 hasConcept C29202148 @default.
- W2765653183 hasConcept C31258907 @default.
- W2765653183 hasConcept C38652104 @default.
- W2765653183 hasConcept C41008148 @default.
- W2765653183 hasConcept C46637626 @default.
- W2765653183 hasConcept C76155785 @default.
- W2765653183 hasConcept C81860439 @default.
- W2765653183 hasConcept C82876162 @default.
- W2765653183 hasConceptScore W2765653183C120314980 @default.
- W2765653183 hasConceptScore W2765653183C177264268 @default.
- W2765653183 hasConceptScore W2765653183C199360897 @default.
- W2765653183 hasConceptScore W2765653183C206345919 @default.
- W2765653183 hasConceptScore W2765653183C26517878 @default.
- W2765653183 hasConceptScore W2765653183C29202148 @default.
- W2765653183 hasConceptScore W2765653183C31258907 @default.
- W2765653183 hasConceptScore W2765653183C38652104 @default.
- W2765653183 hasConceptScore W2765653183C41008148 @default.
- W2765653183 hasConceptScore W2765653183C46637626 @default.
- W2765653183 hasConceptScore W2765653183C76155785 @default.
- W2765653183 hasConceptScore W2765653183C81860439 @default.
- W2765653183 hasConceptScore W2765653183C82876162 @default.
- W2765653183 hasLocation W27656531831 @default.
- W2765653183 hasOpenAccess W2765653183 @default.
- W2765653183 hasPrimaryLocation W27656531831 @default.
- W2765653183 hasRelatedWork W2611393895 @default.
- W2765653183 hasRelatedWork W2788005034 @default.
- W2765653183 hasRelatedWork W2794311034 @default.
- W2765653183 hasRelatedWork W2795439448 @default.
- W2765653183 hasRelatedWork W2798982394 @default.
- W2765653183 hasRelatedWork W2910499774 @default.
- W2765653183 hasRelatedWork W2940654894 @default.
- W2765653183 hasRelatedWork W2947971151 @default.
- W2765653183 hasRelatedWork W2962885779 @default.
- W2765653183 hasRelatedWork W2970671666 @default.
- W2765653183 hasRelatedWork W2971194595 @default.
- W2765653183 hasRelatedWork W2973330276 @default.
- W2765653183 hasRelatedWork W3007127682 @default.
- W2765653183 hasRelatedWork W3027918449 @default.
- W2765653183 hasRelatedWork W3033695690 @default.
- W2765653183 hasRelatedWork W3104146778 @default.
- W2765653183 hasRelatedWork W3156226273 @default.
- W2765653183 hasRelatedWork W3165974661 @default.
- W2765653183 hasRelatedWork W3175309354 @default.
- W2765653183 hasRelatedWork W3191040608 @default.
- W2765653183 isParatext "false" @default.
- W2765653183 isRetracted "false" @default.
- W2765653183 magId "2765653183" @default.
- W2765653183 workType "article" @default.