Matches in SemOpenAlex for { <https://semopenalex.org/work/W2008715241> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2008715241 abstract "Dynamic spectrum access (DSA) technologies offer solutions to the spectral crowding associated with static frequency allocation. Hierarchical DSA networks aim at allowing secondary users to efficiently utilize licensed spectrum, while still protecting primary users and ensuring them first priority to spectrum access. However, these networks are often multi-tiered and the concept of different operating policies for secondary users has arisen. In this study we consider the idea of two operating modes in a stochastically modeled DSA network. Observations from the radio frequency (RF) environment are classified using self organizing maps (SOMs). The discretized observations are then utilized to develop hidden Markov models (HMMs) of each type of radio. These models are developed for a variable number of map sizes and hidden states then sequence matched against unknown radios in order to determine identification performance. The system is shown to perform extremely well for certain combinations of SOM sizes and HMM states." @default.
- W2008715241 created "2016-06-24" @default.
- W2008715241 creator A5010277128 @default.
- W2008715241 creator A5019541737 @default.
- W2008715241 creator A5089771591 @default.
- W2008715241 date "2014-12-01" @default.
- W2008715241 modified "2023-09-22" @default.
- W2008715241 title "A machine learning approach for dynamic spectrum access radio identification" @default.
- W2008715241 cites W1990517717 @default.
- W2008715241 cites W2025512744 @default.
- W2008715241 cites W2032808938 @default.
- W2008715241 cites W2124770152 @default.
- W2008715241 cites W2125838338 @default.
- W2008715241 cites W2139256429 @default.
- W2008715241 cites W2153620960 @default.
- W2008715241 cites W2153954448 @default.
- W2008715241 cites W2171802618 @default.
- W2008715241 cites W2601706811 @default.
- W2008715241 doi "https://doi.org/10.1109/glocom.2014.7036946" @default.
- W2008715241 hasPublicationYear "2014" @default.
- W2008715241 type Work @default.
- W2008715241 sameAs 2008715241 @default.
- W2008715241 citedByCount "4" @default.
- W2008715241 countsByYear W20087152412016 @default.
- W2008715241 countsByYear W20087152412018 @default.
- W2008715241 countsByYear W20087152412019 @default.
- W2008715241 crossrefType "proceedings-article" @default.
- W2008715241 hasAuthorship W2008715241A5010277128 @default.
- W2008715241 hasAuthorship W2008715241A5019541737 @default.
- W2008715241 hasAuthorship W2008715241A5089771591 @default.
- W2008715241 hasConcept C105795698 @default.
- W2008715241 hasConcept C108037233 @default.
- W2008715241 hasConcept C116834253 @default.
- W2008715241 hasConcept C134306372 @default.
- W2008715241 hasConcept C149946192 @default.
- W2008715241 hasConcept C152153834 @default.
- W2008715241 hasConcept C154945302 @default.
- W2008715241 hasConcept C156738730 @default.
- W2008715241 hasConcept C159886148 @default.
- W2008715241 hasConcept C23224414 @default.
- W2008715241 hasConcept C31258907 @default.
- W2008715241 hasConcept C33923547 @default.
- W2008715241 hasConcept C41008148 @default.
- W2008715241 hasConcept C555944384 @default.
- W2008715241 hasConcept C59822182 @default.
- W2008715241 hasConcept C73000952 @default.
- W2008715241 hasConcept C74064498 @default.
- W2008715241 hasConcept C76155785 @default.
- W2008715241 hasConcept C86803240 @default.
- W2008715241 hasConcept C92545706 @default.
- W2008715241 hasConceptScore W2008715241C105795698 @default.
- W2008715241 hasConceptScore W2008715241C108037233 @default.
- W2008715241 hasConceptScore W2008715241C116834253 @default.
- W2008715241 hasConceptScore W2008715241C134306372 @default.
- W2008715241 hasConceptScore W2008715241C149946192 @default.
- W2008715241 hasConceptScore W2008715241C152153834 @default.
- W2008715241 hasConceptScore W2008715241C154945302 @default.
- W2008715241 hasConceptScore W2008715241C156738730 @default.
- W2008715241 hasConceptScore W2008715241C159886148 @default.
- W2008715241 hasConceptScore W2008715241C23224414 @default.
- W2008715241 hasConceptScore W2008715241C31258907 @default.
- W2008715241 hasConceptScore W2008715241C33923547 @default.
- W2008715241 hasConceptScore W2008715241C41008148 @default.
- W2008715241 hasConceptScore W2008715241C555944384 @default.
- W2008715241 hasConceptScore W2008715241C59822182 @default.
- W2008715241 hasConceptScore W2008715241C73000952 @default.
- W2008715241 hasConceptScore W2008715241C74064498 @default.
- W2008715241 hasConceptScore W2008715241C76155785 @default.
- W2008715241 hasConceptScore W2008715241C86803240 @default.
- W2008715241 hasConceptScore W2008715241C92545706 @default.
- W2008715241 hasLocation W20087152411 @default.
- W2008715241 hasOpenAccess W2008715241 @default.
- W2008715241 hasPrimaryLocation W20087152411 @default.
- W2008715241 hasRelatedWork W1519382300 @default.
- W2008715241 hasRelatedWork W1589707171 @default.
- W2008715241 hasRelatedWork W1591075271 @default.
- W2008715241 hasRelatedWork W1607945875 @default.
- W2008715241 hasRelatedWork W2067431740 @default.
- W2008715241 hasRelatedWork W2095160846 @default.
- W2008715241 hasRelatedWork W2129065108 @default.
- W2008715241 hasRelatedWork W2131647894 @default.
- W2008715241 hasRelatedWork W2136992139 @default.
- W2008715241 hasRelatedWork W2157454633 @default.
- W2008715241 hasRelatedWork W2162183373 @default.
- W2008715241 hasRelatedWork W2188852294 @default.
- W2008715241 hasRelatedWork W2289807694 @default.
- W2008715241 hasRelatedWork W2293759794 @default.
- W2008715241 hasRelatedWork W2296555347 @default.
- W2008715241 hasRelatedWork W2534632896 @default.
- W2008715241 hasRelatedWork W2554488196 @default.
- W2008715241 hasRelatedWork W2752413709 @default.
- W2008715241 hasRelatedWork W3047242498 @default.
- W2008715241 hasRelatedWork W2740124192 @default.
- W2008715241 isParatext "false" @default.
- W2008715241 isRetracted "false" @default.
- W2008715241 magId "2008715241" @default.
- W2008715241 workType "article" @default.