FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1997755736> ?p ?o ?g. }

• W1997755736 abstract "We address the problem of link quality estimation in wireless networks and propose a distributed online protocol based on supervised incremental learning. We first identify a set of easily measurable network features that jointly determine the quality of a wireless link. These features summarize the local network configuration which is associated to the link, and include signal strengths, topology, and local traffic characteristics of the two end-points of the link and of their neighbors. At every node and for every wireless link, the protocol passively gathers measurements to quantify the current value of the network features and to assess the related link quality value according to a selected metric (the packet reception ratio, in our case). A node uses these measurements as labeled training samples for the incremental and supervised learning of the regression mapping from a local network configuration to a link quality estimate. The learned regression model can then be used by network protocols to derive in real-time robust estimates of link qualities after measuring the current local configuration. Nodes can also cooperate by exchanging training samples, speeding up in this way the overall learning process. This results particularly useful when the local network configurations are continually changing because of mobility and/or varying traffic patterns. We validate the protocol both in simulation, considering mobile ad hoc networks, and on a real sensor network testbed of 139 nodes. We also study the application of the prediction model in the context of routing, showing its efficacy improving the performance of the OLSR ad-hoc routing protocol." @default.
• W1997755736 created "2016-06-24" @default.
• W1997755736 creator A5002388392 @default.
• W1997755736 creator A5018953424 @default.
• W1997755736 creator A5023935107 @default.
• W1997755736 creator A5029628910 @default.
• W1997755736 creator A5044318367 @default.
• W1997755736 creator A5058862171 @default.
• W1997755736 date "2013-06-01" @default.
• W1997755736 modified "2023-10-16" @default.
• W1997755736 title "Online supervised incremental learning of link quality estimates in wireless networks" @default.
• W1997755736 cites W1689445748 @default.
• W1997755736 cites W1793711296 @default.
• W1997755736 cites W1864938698 @default.
• W1997755736 cites W1976606095 @default.
• W1997755736 cites W2006813606 @default.
• W1997755736 cites W2022767247 @default.
• W1997755736 cites W2023783988 @default.
• W1997755736 cites W2036974881 @default.
• W1997755736 cites W2037928371 @default.
• W1997755736 cites W2085093677 @default.
• W1997755736 cites W2101771805 @default.
• W1997755736 cites W2106250542 @default.
• W1997755736 cites W2114089854 @default.
• W1997755736 cites W2117526746 @default.
• W1997755736 cites W2125984736 @default.
• W1997755736 cites W2126946272 @default.
• W1997755736 cites W2133990480 @default.
• W1997755736 cites W2136016236 @default.
• W1997755736 cites W2141208836 @default.
• W1997755736 cites W2148134592 @default.
• W1997755736 cites W2155490220 @default.
• W1997755736 cites W4236269498 @default.
• W1997755736 doi "https://doi.org/10.1109/medhocnet.2013.6767422" @default.
• W1997755736 hasPublicationYear "2013" @default.
• W1997755736 type Work @default.
• W1997755736 sameAs 1997755736 @default.
• W1997755736 citedByCount "14" @default.
• W1997755736 countsByYear W19977557362013 @default.
• W1997755736 countsByYear W19977557362015 @default.
• W1997755736 countsByYear W19977557362016 @default.
• W1997755736 countsByYear W19977557362017 @default.
• W1997755736 countsByYear W19977557362018 @default.
• W1997755736 countsByYear W19977557362019 @default.
• W1997755736 countsByYear W19977557362020 @default.
• W1997755736 countsByYear W19977557362021 @default.
• W1997755736 countsByYear W19977557362023 @default.
• W1997755736 crossrefType "proceedings-article" @default.
• W1997755736 hasAuthorship W1997755736A5002388392 @default.
• W1997755736 hasAuthorship W1997755736A5018953424 @default.
• W1997755736 hasAuthorship W1997755736A5023935107 @default.
• W1997755736 hasAuthorship W1997755736A5029628910 @default.
• W1997755736 hasAuthorship W1997755736A5044318367 @default.
• W1997755736 hasAuthorship W1997755736A5058862171 @default.
• W1997755736 hasConcept C104954878 @default.
• W1997755736 hasConcept C108037233 @default.
• W1997755736 hasConcept C119857082 @default.
• W1997755736 hasConcept C120314980 @default.
• W1997755736 hasConcept C124101348 @default.
• W1997755736 hasConcept C127413603 @default.
• W1997755736 hasConcept C151730666 @default.
• W1997755736 hasConcept C158379750 @default.
• W1997755736 hasConcept C199845137 @default.
• W1997755736 hasConcept C204739117 @default.
• W1997755736 hasConcept C2779343474 @default.
• W1997755736 hasConcept C31258907 @default.
• W1997755736 hasConcept C31395832 @default.
• W1997755736 hasConcept C41008148 @default.
• W1997755736 hasConcept C5119721 @default.
• W1997755736 hasConcept C555944384 @default.
• W1997755736 hasConcept C62611344 @default.
• W1997755736 hasConcept C66938386 @default.
• W1997755736 hasConcept C76155785 @default.
• W1997755736 hasConcept C86803240 @default.
• W1997755736 hasConcept C91280400 @default.
• W1997755736 hasConcept C94523657 @default.
• W1997755736 hasConceptScore W1997755736C104954878 @default.
• W1997755736 hasConceptScore W1997755736C108037233 @default.
• W1997755736 hasConceptScore W1997755736C119857082 @default.
• W1997755736 hasConceptScore W1997755736C120314980 @default.
• W1997755736 hasConceptScore W1997755736C124101348 @default.
• W1997755736 hasConceptScore W1997755736C127413603 @default.
• W1997755736 hasConceptScore W1997755736C151730666 @default.
• W1997755736 hasConceptScore W1997755736C158379750 @default.
• W1997755736 hasConceptScore W1997755736C199845137 @default.
• W1997755736 hasConceptScore W1997755736C204739117 @default.
• W1997755736 hasConceptScore W1997755736C2779343474 @default.
• W1997755736 hasConceptScore W1997755736C31258907 @default.
• W1997755736 hasConceptScore W1997755736C31395832 @default.
• W1997755736 hasConceptScore W1997755736C41008148 @default.
• W1997755736 hasConceptScore W1997755736C5119721 @default.
• W1997755736 hasConceptScore W1997755736C555944384 @default.
• W1997755736 hasConceptScore W1997755736C62611344 @default.
• W1997755736 hasConceptScore W1997755736C66938386 @default.
• W1997755736 hasConceptScore W1997755736C76155785 @default.
• W1997755736 hasConceptScore W1997755736C86803240 @default.
• W1997755736 hasConceptScore W1997755736C91280400 @default.
• W1997755736 hasConceptScore W1997755736C94523657 @default.
• W1997755736 hasLocation W19977557361 @default.
• W1997755736 hasOpenAccess W1997755736 @default.

• next