Graph Theory Based Beam Scheduling for Inter-Cell Interference Avoidance in MmWave Cellular Networks
- 3 February 2020
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Vehicular Technology
- Vol. 69 (4), 3929-3942
- https://doi.org/10.1109/tvt.2020.2970989
Abstract
The application of high directional beam in millimeter wave leads to a new downlink inter-cell interference (ICI) characteristic that the ICI is high only if the beam of a neighbor cell points towards an user in local cell. This characteristic indicates that the ICI can be avoided if the beams in the network are scheduled coordinately. In this paper, we investigate the time-domain beam schedule problem for downlink ICI avoidance by modeling the entire network as a graph, where the number of time slots occupied by each beam is considered as a constraint to guarantee service quality. The beams in each cell are classified according to the neighbor cells they may interfere. If two adjacent cells simultaneously use the beam which may interfere each other, beam collision occurs, leading to strong ICI. Based on graph theory, we propose a least beam collision (LBC) algorithm to minimize the number of beam collisions, and we prove that this LBC algorithm is capable of acquiring the global minimum beam collision solution. Our simulation results verify that the strong ICI between two neighbor cells can be efficiently eliminated, which benefits the network's sum rate.Keywords
Funding Information
- National Key Research and Development Program of China Stem Cell and Translational Research (2018YFB1801102)
- Development of Strategic Emerging Industries (201806081439290640)
- Shenzhen Wireless Over VLC Technology Engineering Lab Promotion
- Engineering and Physical Sciences Research Council (EP/Noo4558/1, EP/PO34284/1)
- Royal Society
- European Research Council
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