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A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation

dc.contributor.authorSantos, Henrique
dc.contributor.authorMulvehill, Alice
dc.contributor.authorErickson, John
dc.contributor.authorMcCusker, Jamie
dc.contributor.authorGordon, Minor
dc.contributor.authorXie, Owen
dc.contributor.authorStouffer, Samuel
dc.contributor.authorCapraro, Gerard
dc.contributor.authorPidwerbetsky, Alex
dc.contributor.authorBurgess, John
dc.contributor.authorBerlinsky, Allan
dc.contributor.authorTurck, Kurt
dc.contributor.authorAshdown, Jonathan
dc.contributor.authorMcGuinness, Deborah
dc.date.accessioned2022-02-15T17:29:40Z
dc.date.available2022-02-15T17:29:40Z
dc.date.issued2020
dc.date.issued2020-10-12
dc.identifier.other16
dc.identifier.urihttps://www.researchgate.net/publication/345654427_A_Semantic_Framework_for_Enabling_Radio_Spectrum_Policy_Management_and_Evaluation
dc.descriptionThe 19th International Semantic Web Conference - ISWC 2020
dc.descriptionFull Citation-- Santos, H., Mulvehill, A., Erickson, J., McCusker, J., Gordon, M., Xie, O., Stouffer, S., Capraro, G., Pidwerbetsky, A., Burgess, J., Berlinsky, A., Turck, K., Ashdown, J., McGuinness, D. (2020). A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation. At The 19th International Semantic Web Conference - ISWC 2020.
dc.description.abstractBecause radio spectrum is a finite resource, its usage and sharing is regulated by government agencies. These agencies define policies to manage spectrum allocation and assignment across multiple organizations, systems, and devices. With more portions of the radio spectrum being licensed for commercial use, the importance of providing an increased level of automation when evaluating such policies becomes crucial for the efficiency and efficacy of spectrum management. We introduce our Dynamic Spectrum Access Policy Framework for supporting the United States government's mission to enable both federal and non-federal entities to compatibly utilize available spectrum. The DSA Policy Framework acts as a machine-readable policy repository providing policy management features and spectrum access request evaluation. The framework utilizes a novel policy representation using OWL and PROV-O along with a domain-specific reasoning implementation that mixes GeoSPARQL, OWL reasoning, and knowledge graph traversal to evaluate incoming spectrum access requests and explain how applicable policies were used. The framework is currently being used to support live, over-the-air field exercises involving a diverse set of federal and commercial radios, as a component of a prototype spectrum management system.
dc.description.abstractBecause radio spectrum is a finite resource, its usage and sharing is regulated by government agencies. These agencies define policies to manage spectrum allocation and assignment across multiple organizations, systems, and devices. With more portions of the radio spectrum being licensed for commercial use, the importance of providing an increased level of automation when evaluating such policies becomes crucial for the efficiency and efficacy of spectrum management. We introduce our Dynamic Spectrum Access Policy Framework for supporting the United States government's mission to enable both federal and non-federal entities to compatibly utilize available spectrum. The DSA Policy Framework acts as a machine-readable policy repository providing policy management features and spectrum access request evaluation. The framework utilizes a novel policy representation using OWL and PROV-O along with a domain-specific reasoning implementation that mixes GeoSPARQL, OWL reasoning, and knowledge graph traversal to evaluate incoming spectrum access requests and explain how applicable policies were used. The framework is currently being used to support live, over-the-air field exercises involving a diverse set of federal and commercial radios, as a component of a prototype spectrum management system.
dc.titleA Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation
dc.titleA Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation
dcterms.abstractBecause radio spectrum is a finite resource, its usage and sharing is regulated by government agencies. These agencies define policies to manage spectrum allocation and assignment across multiple organizations, systems, and devices. With more portions of the radio spectrum being licensed for commercial use, the importance of providing an increased level of automation when evaluating such policies becomes crucial for the efficiency and efficacy of spectrum management. We introduce our Dynamic Spectrum Access Policy Framework for supporting the United States government's mission to enable both federal and non-federal entities to compatibly utilize available spectrum. The DSA Policy Framework acts as a machine-readable policy repository providing policy management features and spectrum access request evaluation. The framework utilizes a novel policy representation using OWL and PROV-O along with a domain-specific reasoning implementation that mixes GeoSPARQL, OWL reasoning, and knowledge graph traversal to evaluate incoming spectrum access requests and explain how applicable policies were used. The framework is currently being used to support live, over-the-air field exercises involving a diverse set of federal and commercial radios, as a component of a prototype spectrum management system.
rpi.identifier.uri(link)https://hdl.handle.net/20.500.13015/4140


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