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A Two-Phase Genetic K-Means Algorithm for Placement of Radioports in Cellular Networks.
- Source :
-
IEEE Transactions on Systems, Man & Cybernetics: Part B . Feb2004, Vol. 34 Issue 1, p533-558. 6p. - Publication Year :
- 2004
-
Abstract
- This paper proposes a two-phase hybrid algorithm for optimal placement of radioports. The placement strategy minimizes the dynamic range of the channel, and thus reduces the peak transmit power needed by a wireless handset. The performance of the proposed algorithm is compared with that of an exhaustive search, as well as with that of a simplex algorithm. Simulation results show that the two-phase hybrid algorithm, although suboptimal, outperforms the simplex algorithm with only a modest increase in computation time. It has the added advantage of being quite insensitive to the seed solution. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10834419
- Volume :
- 34
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Systems, Man & Cybernetics: Part B
- Publication Type :
- Academic Journal
- Accession number :
- 12335624
- Full Text :
- https://doi.org/10.1109/TSMCB.2003.817073