Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283396013> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4283396013 abstract "Although RF fingerprinting is one of the most commonly used techniques for localization, deploying it in a ubiquitous manner requires addressing the challenge of supporting a large number of heterogeneous devices and their variations. We present QHFP, a device-independent quantum fingerprint matching algorithm that addresses two of the issues for realizing worldwide ubiquitous large-scale location tracking systems: storage space and running time as well as devices heterogeneity. In particular, we present a quantum algorithm with a complexity that is exponentially better than the classical techniques, both in space and running time. QHFP also has provisions for handling the inherent localization error due to building the large-scale fingerprint using heterogeneous devices. We give the details of the entire system starting from extracting device-independent features from the raw RSS, mapping the classical feature vectors to their quantum counterparts, and showing a quantum cosine similarity algorithm for fingerprint matching.We have implemented our quantum algorithm and deployed it in a real testbed using the IBM Quantum machine simulator. Results confirm the ability of QHFP to obtain the correct estimated location with an exponential improvement in space and running time compared to the traditional classical counterparts. In addition, the proposed device-independent features lead to more than 20% better accuracy in median error. This highlights the promise of our algorithm for future ubiquitous large-scale worldwide device-independent fingerprinting localization systems." @default.
- W4283396013 created "2022-06-25" @default.
- W4283396013 creator A5008352007 @default.
- W4283396013 creator A5034248832 @default.
- W4283396013 date "2022-06-01" @default.
- W4283396013 modified "2023-09-29" @default.
- W4283396013 title "Device-independent Quantum Fingerprinting for Large Scale Localization" @default.
- W4283396013 cites W1546169424 @default.
- W4283396013 cites W1974419917 @default.
- W4283396013 cites W1990603581 @default.
- W4283396013 cites W2037665832 @default.
- W4283396013 cites W2051446825 @default.
- W4283396013 cites W2072498431 @default.
- W4283396013 cites W2103956991 @default.
- W4283396013 cites W2137147061 @default.
- W4283396013 cites W2142276009 @default.
- W4283396013 cites W2144580411 @default.
- W4283396013 cites W2154749698 @default.
- W4283396013 cites W2207520826 @default.
- W4283396013 cites W2254590392 @default.
- W4283396013 cites W2295384508 @default.
- W4283396013 cites W2763833148 @default.
- W4283396013 cites W2964219546 @default.
- W4283396013 cites W2996165197 @default.
- W4283396013 cites W3037687232 @default.
- W4283396013 cites W3100916768 @default.
- W4283396013 cites W3175413200 @default.
- W4283396013 cites W4288073863 @default.
- W4283396013 doi "https://doi.org/10.1109/medcomnet55087.2022.9810400" @default.
- W4283396013 hasPublicationYear "2022" @default.
- W4283396013 type Work @default.
- W4283396013 citedByCount "5" @default.
- W4283396013 countsByYear W42833960132022 @default.
- W4283396013 countsByYear W42833960132023 @default.
- W4283396013 crossrefType "proceedings-article" @default.
- W4283396013 hasAuthorship W4283396013A5008352007 @default.
- W4283396013 hasAuthorship W4283396013A5034248832 @default.
- W4283396013 hasBestOaLocation W42833960132 @default.
- W4283396013 hasConcept C105795698 @default.
- W4283396013 hasConcept C113775141 @default.
- W4283396013 hasConcept C11413529 @default.
- W4283396013 hasConcept C121332964 @default.
- W4283396013 hasConcept C137019171 @default.
- W4283396013 hasConcept C154945302 @default.
- W4283396013 hasConcept C165064840 @default.
- W4283396013 hasConcept C168406668 @default.
- W4283396013 hasConcept C2777826928 @default.
- W4283396013 hasConcept C31258907 @default.
- W4283396013 hasConcept C31395832 @default.
- W4283396013 hasConcept C33923547 @default.
- W4283396013 hasConcept C41008148 @default.
- W4283396013 hasConcept C58053490 @default.
- W4283396013 hasConcept C62520636 @default.
- W4283396013 hasConcept C79403827 @default.
- W4283396013 hasConcept C84114770 @default.
- W4283396013 hasConceptScore W4283396013C105795698 @default.
- W4283396013 hasConceptScore W4283396013C113775141 @default.
- W4283396013 hasConceptScore W4283396013C11413529 @default.
- W4283396013 hasConceptScore W4283396013C121332964 @default.
- W4283396013 hasConceptScore W4283396013C137019171 @default.
- W4283396013 hasConceptScore W4283396013C154945302 @default.
- W4283396013 hasConceptScore W4283396013C165064840 @default.
- W4283396013 hasConceptScore W4283396013C168406668 @default.
- W4283396013 hasConceptScore W4283396013C2777826928 @default.
- W4283396013 hasConceptScore W4283396013C31258907 @default.
- W4283396013 hasConceptScore W4283396013C31395832 @default.
- W4283396013 hasConceptScore W4283396013C33923547 @default.
- W4283396013 hasConceptScore W4283396013C41008148 @default.
- W4283396013 hasConceptScore W4283396013C58053490 @default.
- W4283396013 hasConceptScore W4283396013C62520636 @default.
- W4283396013 hasConceptScore W4283396013C79403827 @default.
- W4283396013 hasConceptScore W4283396013C84114770 @default.
- W4283396013 hasLocation W42833960131 @default.
- W4283396013 hasLocation W42833960132 @default.
- W4283396013 hasOpenAccess W4283396013 @default.
- W4283396013 hasPrimaryLocation W42833960131 @default.
- W4283396013 hasRelatedWork W1575887403 @default.
- W4283396013 hasRelatedWork W174602407 @default.
- W4283396013 hasRelatedWork W1963656014 @default.
- W4283396013 hasRelatedWork W2004286807 @default.
- W4283396013 hasRelatedWork W2477241642 @default.
- W4283396013 hasRelatedWork W2563293304 @default.
- W4283396013 hasRelatedWork W2565799042 @default.
- W4283396013 hasRelatedWork W3095348262 @default.
- W4283396013 hasRelatedWork W4200276842 @default.
- W4283396013 hasRelatedWork W4312720557 @default.
- W4283396013 isParatext "false" @default.
- W4283396013 isRetracted "false" @default.
- W4283396013 workType "article" @default.