出版社：Society for Microwave Technique, Technologies and Systems, Serbia and Montenegro IEEE MTT-S Chapter
摘要：Detection of precipitation based on the received signal level of commercial microwave links has been increasingly used in the mountain areas where meteorological radars have limited ranges, and placing rain gauges is impossible due to terrain morphology. In this paper, focused time-delay neural networks were trained to detect the appearance of precipitation based on the received signal level. The detailed testing of the trained artificial neural networks was done with the data obtained on the same link, which were not used for model development. The results show that the proposed method based on neural networks can be used for accurate precipitation detection in significantly shorter time comparing to the previous methods
关键词：precipitation detection; focused time-delay neural ;networks; microwave link; received signal level
