1. Improving Throughput of 5G Cellular Networks via 3D Placement Optimization of Logistics Drones
- Author
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Raad Raad, Forough Shirin Abkenar, Saeid Iranmanesh, and Abbas Jamalipour
- Subjects
Computer Networks and Communications ,Computer science ,business.industry ,Quality of service ,Aerospace Engineering ,020302 automobile design & engineering ,Throughput ,02 engineering and technology ,Drone ,law.invention ,Task (project management) ,0203 mechanical engineering ,User equipment ,Relay ,law ,Automotive Engineering ,Cellular network ,Electrical and Electronic Engineering ,business ,5G ,Computer network - Abstract
This paper addresses the congestion problem in cellular networks through the assistance of parcel delivery drones. Drones have the primary task of parcel delivery and a secondary task of acting as relay nodes (hop) to add extra capacity in a cellular network. Base transceiver stations in the cells can admit ground user equipment to communicate directly with the drone (device-to-device communications) through in-band signalling between them. This paper proposes a novel algorithm, called CARLO, which optimizes trajectory and altitude of the drones in order to deliver physical parcels, maximize network capacity and reduce network interference. Our simulation studies show that our solution improves the network throughput while the energy inefficiency of taking detour path to assist congested cells is kept to a minimum. Moreover, it is guaranteed that parcels are delivered before deadline.
- Published
- 2021