Ant Colony Optimization Based Sub-channel Allocation Algorithm for Small Cell HetNets
| Autor: | Richa Siddavaatam, Isaac Woungang, Sudip Misra, Alagan Anpalagan |
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| Rok vydání: | 2013 |
| Předmět: |
Channel allocation schemes
Computer science business.industry Orthogonal frequency-division multiplexing Ant colony optimization algorithms ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS Interference (wave propagation) Computer Science Applications Telecommunications link Macrocell Small cell Electrical and Electronic Engineering business Algorithm Heterogeneous network Computer network |
| Zdroj: | Wireless Personal Communications. 77:411-432 |
| ISSN: | 1572-834X 0929-6212 |
| DOI: | 10.1007/s11277-013-1513-1 |
| Popis: | Two-tier heterogeneous networks (HetNets) composed of a conventional macrocellular network and small cell networks (SCNs) have been proposed in the literature with the aim to extend indoor coverage and realize efficient radio resource usage. As SCN shares the same frequency band with the underlying macrocell, the cross tier interference needs to be mitigated since the inter-SCN and cross tier interference at the SCN boundary may result in undesirable network performance degradation. In this paper, we propose an intelligent physical resource block (PRB) allocation as a solution to mitigate the downlink intra-SCN interference as well as the inter-tier interference in OFDM-based systems. The allocation of the PRBs to the network users is formulated as a graph coloring problem, and solved using an ant colony optimization (ACO)-based approach. Simulation results are provided, showing that our ACO-based algorithm outperforms the Received Power-based Allocation (RPA) and Received SINR-based Allocation (RSA) algorithms in terms of average SINR experienced by network users, outage probability, and number of required PRBs. |
| Databáze: | OpenAIRE |
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