Matches in SemOpenAlex for { <https://semopenalex.org/work/W2199535352> ?p ?o ?g. }
- W2199535352 endingPage "5" @default.
- W2199535352 startingPage "1" @default.
- W2199535352 abstract "Advances in mobile technologies and devices has changed the way users interact with devices and other users. These new interaction methods and services are offered by the help of intelligent sensing capabilities, using context, location and motion sensors. However, indoor location sensing is mostly achieved by utilizing radio signal (Wi-Fi, Bluetooth, GSM etc.) and nearest neighbor identification. The most common algorithm adopted for Received Signal Strength (RSS)-based location sensing is K Nearest Neighbor (KNN), which calculates K nearest neighboring points to mobile users (MUs). Accordingly, in this paper, we aim to improve the KNN algorithm by enhancing the neighboring point selection by applying k-means clustering approach. In the proposed method, k-means clustering algorithm groups nearest neighbors according to their distance to mobile user. Then the closest group to the mobile user is used to calculate the MU's location. The evaluation results indicate that the performance of clustered KNN is closely tied to the number of clusters, number of neighbors to be clustered and the initiation of the center points in k-mean algorithm." @default.
- W2199535352 created "2016-06-24" @default.
- W2199535352 creator A5004361712 @default.
- W2199535352 creator A5067068510 @default.
- W2199535352 date "2011-04-27" @default.
- W2199535352 modified "2023-10-02" @default.
- W2199535352 title "Improving RSS-Based Indoor Positioning Algorithm via K-Means Clustering" @default.
- W2199535352 cites W1981373725 @default.
- W2199535352 cites W2094204865 @default.
- W2199535352 cites W2114365263 @default.
- W2199535352 cites W2134041135 @default.
- W2199535352 cites W2153233077 @default.
- W2199535352 cites W2166576752 @default.
- W2199535352 cites W2167525497 @default.
- W2199535352 cites W2170102584 @default.
- W2199535352 cites W2999214452 @default.
- W2199535352 hasPublicationYear "2011" @default.
- W2199535352 type Work @default.
- W2199535352 sameAs 2199535352 @default.
- W2199535352 citedByCount "23" @default.
- W2199535352 countsByYear W21995353522013 @default.
- W2199535352 countsByYear W21995353522014 @default.
- W2199535352 countsByYear W21995353522015 @default.
- W2199535352 countsByYear W21995353522016 @default.
- W2199535352 countsByYear W21995353522017 @default.
- W2199535352 countsByYear W21995353522018 @default.
- W2199535352 countsByYear W21995353522019 @default.
- W2199535352 countsByYear W21995353522020 @default.
- W2199535352 countsByYear W21995353522021 @default.
- W2199535352 crossrefType "proceedings-article" @default.
- W2199535352 hasAuthorship W2199535352A5004361712 @default.
- W2199535352 hasAuthorship W2199535352A5067068510 @default.
- W2199535352 hasConcept C110083411 @default.
- W2199535352 hasConcept C111919701 @default.
- W2199535352 hasConcept C113238511 @default.
- W2199535352 hasConcept C11413529 @default.
- W2199535352 hasConcept C116834253 @default.
- W2199535352 hasConcept C124101348 @default.
- W2199535352 hasConcept C153180895 @default.
- W2199535352 hasConcept C154945302 @default.
- W2199535352 hasConcept C166957645 @default.
- W2199535352 hasConcept C186967261 @default.
- W2199535352 hasConcept C205649164 @default.
- W2199535352 hasConcept C2385561 @default.
- W2199535352 hasConcept C2524010 @default.
- W2199535352 hasConcept C2779343474 @default.
- W2199535352 hasConcept C28719098 @default.
- W2199535352 hasConcept C33923547 @default.
- W2199535352 hasConcept C41008148 @default.
- W2199535352 hasConcept C546215728 @default.
- W2199535352 hasConcept C555944384 @default.
- W2199535352 hasConcept C59822182 @default.
- W2199535352 hasConcept C73555534 @default.
- W2199535352 hasConcept C76155785 @default.
- W2199535352 hasConcept C86803240 @default.
- W2199535352 hasConceptScore W2199535352C110083411 @default.
- W2199535352 hasConceptScore W2199535352C111919701 @default.
- W2199535352 hasConceptScore W2199535352C113238511 @default.
- W2199535352 hasConceptScore W2199535352C11413529 @default.
- W2199535352 hasConceptScore W2199535352C116834253 @default.
- W2199535352 hasConceptScore W2199535352C124101348 @default.
- W2199535352 hasConceptScore W2199535352C153180895 @default.
- W2199535352 hasConceptScore W2199535352C154945302 @default.
- W2199535352 hasConceptScore W2199535352C166957645 @default.
- W2199535352 hasConceptScore W2199535352C186967261 @default.
- W2199535352 hasConceptScore W2199535352C205649164 @default.
- W2199535352 hasConceptScore W2199535352C2385561 @default.
- W2199535352 hasConceptScore W2199535352C2524010 @default.
- W2199535352 hasConceptScore W2199535352C2779343474 @default.
- W2199535352 hasConceptScore W2199535352C28719098 @default.
- W2199535352 hasConceptScore W2199535352C33923547 @default.
- W2199535352 hasConceptScore W2199535352C41008148 @default.
- W2199535352 hasConceptScore W2199535352C546215728 @default.
- W2199535352 hasConceptScore W2199535352C555944384 @default.
- W2199535352 hasConceptScore W2199535352C59822182 @default.
- W2199535352 hasConceptScore W2199535352C73555534 @default.
- W2199535352 hasConceptScore W2199535352C76155785 @default.
- W2199535352 hasConceptScore W2199535352C86803240 @default.
- W2199535352 hasLocation W21995353521 @default.
- W2199535352 hasOpenAccess W2199535352 @default.
- W2199535352 hasPrimaryLocation W21995353521 @default.
- W2199535352 hasRelatedWork W1608826770 @default.
- W2199535352 hasRelatedWork W1982482322 @default.
- W2199535352 hasRelatedWork W1993643765 @default.
- W2199535352 hasRelatedWork W1995590662 @default.
- W2199535352 hasRelatedWork W2011502582 @default.
- W2199535352 hasRelatedWork W2043446799 @default.
- W2199535352 hasRelatedWork W2046128567 @default.
- W2199535352 hasRelatedWork W2051376734 @default.
- W2199535352 hasRelatedWork W2054602086 @default.
- W2199535352 hasRelatedWork W2100989187 @default.
- W2199535352 hasRelatedWork W2103365206 @default.
- W2199535352 hasRelatedWork W2108482152 @default.
- W2199535352 hasRelatedWork W2124936049 @default.
- W2199535352 hasRelatedWork W2129736664 @default.
- W2199535352 hasRelatedWork W2143243918 @default.
- W2199535352 hasRelatedWork W2170102584 @default.
- W2199535352 hasRelatedWork W2278572312 @default.