Matches in SemOpenAlex for { <https://semopenalex.org/work/W2982433503> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2982433503 abstract "In the coming fifth generation (5G) or beyond 5G next generation networks (NGNs), the small cell deployment is a promising solution to meet the ever increasing demands of mobile devices, and the proliferation of wireless services. The low power base station (BS), such as femtocell BS, is a cost-effective and environmental friendly substitution for the power-hungry macrocell BS. One potentially effective way to deploy those small cells is to use two-tier NGN architecture, where the first-tier carrier can authorize the second-tier carrier's access to users' transmission information database (e.g., uplink/downlink service demands), and thereafter the second-tier carrier can decide how to place small cell BSs according to the mobile users' requirements locally. However, the second-tier carriers/operators for small cell placement may not be trustworthy, and the NGN users' data privacy might be compromised. To address this issue, we integrate differential privacy (DP) preserving techniques into data-driven optimization, and propose a novel scheme that not only preserves the privacy of NGN users' transmission information, but also maximizes the revenue of small cell deployment. Briefly, differential private noises are intentionally added into the users' transmission information database. Based on queries, the second-tier carrier can aggregate a given set of users' differentially private historical data, estimate the users' demands, and formulate the data-driven revenue maximization problem. Given the stochastic programming optimization formulation, we develop feasible solutions and conduct extensive simulations with real-world transmission datasets (i.e., transmission data collected hourly from 3072 4G eNBs deployed in several southern cities of China in 2015) to verify the effectiveness of the proposed scheme." @default.
- W2982433503 created "2019-11-08" @default.
- W2982433503 creator A5001395097 @default.
- W2982433503 creator A5001877853 @default.
- W2982433503 creator A5032707509 @default.
- W2982433503 creator A5047722991 @default.
- W2982433503 creator A5052274720 @default.
- W2982433503 creator A5059494893 @default.
- W2982433503 date "2019-07-01" @default.
- W2982433503 modified "2023-09-27" @default.
- W2982433503 title "Data-Driven Small Cell Placement Optimization with Users' Differential Privacy for Wireless NGNs" @default.
- W2982433503 cites W1746832976 @default.
- W2982433503 cites W1966287333 @default.
- W2982433503 cites W2025533349 @default.
- W2982433503 cites W2027595342 @default.
- W2982433503 cites W2047663002 @default.
- W2982433503 cites W2054692642 @default.
- W2982433503 cites W2061962896 @default.
- W2982433503 cites W2092425809 @default.
- W2982433503 cites W2092821066 @default.
- W2982433503 cites W2092866161 @default.
- W2982433503 cites W2137001001 @default.
- W2982433503 cites W2157413319 @default.
- W2982433503 cites W2346155518 @default.
- W2982433503 cites W2520821434 @default.
- W2982433503 cites W2560214921 @default.
- W2982433503 cites W2565934864 @default.
- W2982433503 cites W2783485013 @default.
- W2982433503 cites W2804501159 @default.
- W2982433503 cites W2909896054 @default.
- W2982433503 cites W2917158710 @default.
- W2982433503 cites W2801650131 @default.
- W2982433503 doi "https://doi.org/10.1109/icdcs.2019.00156" @default.
- W2982433503 hasPublicationYear "2019" @default.
- W2982433503 type Work @default.
- W2982433503 sameAs 2982433503 @default.
- W2982433503 citedByCount "1" @default.
- W2982433503 countsByYear W29824335032021 @default.
- W2982433503 crossrefType "proceedings-article" @default.
- W2982433503 hasAuthorship W2982433503A5001395097 @default.
- W2982433503 hasAuthorship W2982433503A5001877853 @default.
- W2982433503 hasAuthorship W2982433503A5032707509 @default.
- W2982433503 hasAuthorship W2982433503A5047722991 @default.
- W2982433503 hasAuthorship W2982433503A5052274720 @default.
- W2982433503 hasAuthorship W2982433503A5059494893 @default.
- W2982433503 hasConcept C11413529 @default.
- W2982433503 hasConcept C138660444 @default.
- W2982433503 hasConcept C152504517 @default.
- W2982433503 hasConcept C179655311 @default.
- W2982433503 hasConcept C23130292 @default.
- W2982433503 hasConcept C2778291847 @default.
- W2982433503 hasConcept C31258907 @default.
- W2982433503 hasConcept C41008148 @default.
- W2982433503 hasConcept C555944384 @default.
- W2982433503 hasConcept C68649174 @default.
- W2982433503 hasConcept C76155785 @default.
- W2982433503 hasConcept C78834623 @default.
- W2982433503 hasConceptScore W2982433503C11413529 @default.
- W2982433503 hasConceptScore W2982433503C138660444 @default.
- W2982433503 hasConceptScore W2982433503C152504517 @default.
- W2982433503 hasConceptScore W2982433503C179655311 @default.
- W2982433503 hasConceptScore W2982433503C23130292 @default.
- W2982433503 hasConceptScore W2982433503C2778291847 @default.
- W2982433503 hasConceptScore W2982433503C31258907 @default.
- W2982433503 hasConceptScore W2982433503C41008148 @default.
- W2982433503 hasConceptScore W2982433503C555944384 @default.
- W2982433503 hasConceptScore W2982433503C68649174 @default.
- W2982433503 hasConceptScore W2982433503C76155785 @default.
- W2982433503 hasConceptScore W2982433503C78834623 @default.
- W2982433503 hasLocation W29824335031 @default.
- W2982433503 hasOpenAccess W2982433503 @default.
- W2982433503 hasPrimaryLocation W29824335031 @default.
- W2982433503 hasRelatedWork W1960924184 @default.
- W2982433503 hasRelatedWork W1983811306 @default.
- W2982433503 hasRelatedWork W1988100442 @default.
- W2982433503 hasRelatedWork W2009716523 @default.
- W2982433503 hasRelatedWork W2084373988 @default.
- W2982433503 hasRelatedWork W2099572806 @default.
- W2982433503 hasRelatedWork W2105766965 @default.
- W2982433503 hasRelatedWork W2187225869 @default.
- W2982433503 hasRelatedWork W2495649188 @default.
- W2982433503 hasRelatedWork W2546937914 @default.
- W2982433503 hasRelatedWork W2562406904 @default.
- W2982433503 hasRelatedWork W2563717093 @default.
- W2982433503 hasRelatedWork W2805187482 @default.
- W2982433503 hasRelatedWork W2905120921 @default.
- W2982433503 hasRelatedWork W2943813651 @default.
- W2982433503 hasRelatedWork W3010419527 @default.
- W2982433503 hasRelatedWork W3124737660 @default.
- W2982433503 hasRelatedWork W3190878416 @default.
- W2982433503 hasRelatedWork W2182367201 @default.
- W2982433503 hasRelatedWork W3124788227 @default.
- W2982433503 isParatext "false" @default.
- W2982433503 isRetracted "false" @default.
- W2982433503 magId "2982433503" @default.
- W2982433503 workType "article" @default.