Swapping Algorithms for Combinatorial Optimization of QAM Constellation Labels

A class of algorithms for finding high-performing symbol labellings for QAM constellations is discussed. These algorithms use label swaps as a basic operation, ensuring feasibility of the solution space. We investigate the impact of greediness in local neighbor selection on the computational efficiency of hill climbing algorithms and the quality of their final solutions in comparison with simulated annealing techniques.

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Published
2024-08-21
DOI
https://doi.org/10.1109/pacrim61180.2024.10690211
Primary Topic
graph theory and CDMA systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Swapping Algorithms for Combinatorial Optimization of QAM Constellation Labels

Brett Wiens, Daniel C. Lee
graph theory and CDMA systems
article

Swapping Algorithms for Combinatorial Optimization of QAM Constellation Labels

Brett Wiens, Daniel C. Lee
article en

Abstract

A class of algorithms for finding high-performing symbol labellings for QAM constellations is discussed. These algorithms use label swaps as a basic operation, ensuring feasibility of the solution space. We investigate the impact of greediness in local neighbor selection on the computational efficiency of hill climbing algorithms and the quality of their final solutions in comparison with simulated annealing techniques.

Simon Fraser University (CA)
Natural Sciences and Engineering Research Council of Canada
Openalex Percentile: Top 86%
graph theory and CDMA systems
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Swapping Algorithms for Combinatorial Optimization of QAM Constellation Labels — Brett Wiens, Daniel C. Lee · (2024) | TGRS Research Map | TGRS