Regional Refined Long-term Predictions Method of Usable Frequency for HF Communication Based on Machine Learning over Asia

• Published in: IEEE transactions on antennas and propagation Vol. 70; no. 6; p. 1
• Main Authors: Wang, Jian, Yang, Cheng, An, Wenxing
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.06.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Asia; Communication; Communications systems; Data models; Disaster relief; F 2 region; High frequency communication; Integrated circuit modeling; Ionosphere; Long-term prediction; Machine learning; Mapping; Mathematical models; Maximum usable frequency; Military communications; Parameters; Predictive models; Solar activity; Time-frequency analysis; Usable frequency selecting; Wireless communications; Asia

Due to the unique advantages of long-distance, non-relay, and flexible-deployment, HF communication plays a vital role in military communication, disaster relief, and global broadcasting, etc. To satisfying the spectrum planning requirement for the next generation intelligent HF communication system...