Broadcasting Map Construction Method Based on Particle Swarm Optimization-Assisted Support Vector Machine Integrated Model

The rapid development of terrestrial broadcasting services has heightened the demands for terrestrial broadcasting coverage capabilities and system planning. This article proposed an integrated prediction method suitable for multiband and multiscene applications to construct high-quality radio maps...

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Veröffentlicht in:	IEEE transactions on antennas and propagation 2024-08, Vol.72 (8), p.6638-6651
Hauptverfasser:	Wang, Jian, Wu, Zhongle, Hao, Yulong, Yang, Cheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Adaptation models Broadcasting Broadcasting maps (BMs) Data models Error analysis Frequency modulation frequency modulation (FM) integrated model Particle swarm optimization Performance evaluation Prediction models Predictive models Propagation Radio broadcasting Radio signals Radio waves Signal quality Stability criteria support vector machine (SVM) Support vector machines Wave propagation
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