2019 · 10 citations · 14 references
BusinessInformation TechnologyDistributed SystemsOptimizationUnmanned Aircraft SystemsHeuristic OptimizationInteger ProgrammingInterference ManagementMulti-objective OptimizationNetwork OptimizationResource SchedulingAerial Base StationsCapacity OptimizationHeuristic ApproachMixed-integer OptimizationMixed-integer ProgrammingNetwork CapacityNetwork Capacity AnalysisNetwork Performance Optimization
The interest on flexible air-to-ground channels from aerial base stations to enhance users access by seeking good line-of-sight connectivity from the air has increased in the past years. In this paper, we propose a deployable analytical framework for the 3-D placement of a fleet of coordinated drone relay stations to optimize network capacity according to α-fairness metrics. We formulate a mixed-integer non-convex program, which results to be intractable. Therefore, we design a near-optimal heuristic that can solve the problem in real-time applications. We assess the performance of our proposal by simulation, using a realistic urban topology, and study pros and cons of using drone relay stations in both static and dynamic scenarios, when popular events gather masses of users in limited areas.
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Mohammad Mozaffari, Walid Saad, Mehdi Bennis et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 382 citations
Optimization with Extremal Dynamics
Stefan Boettcher, Allon G. Percus · Physical Review Letters · 2001 · 346 citations · Full text