The invention discloses a portable intelligent
signal processing system suitable for
rapid detection and identification of communication signals. The portable intelligent
signal processing system comprises a
portable computer hardware device and an upper
computer software system. Hardware equipment of the
portable computer adopts a CPU + NPU computing architecture; the
portable computer hardware device further comprises an
internal memory, an SSD hard disk, a battery, an LED displayer and an IO interface. The upper
computer software system comprises a data import and export module, a preprocessing module, a neural
network deployment module, an intelligent reasoning module, a storage and
data management module and a man-
machine interaction module. According to the method, an intelligent
signal processing technology is introduced, and a
data set is constructed through fine signal analysis, identification and labeling of offline signals; a deep network is trained on the basis, and the ability of an existing analyst is transferred to a deep neural network; rapid analysis and identification of communication reconnaissance signals can be completed,
knowledge transfer iteration improvement of manual
offline analysis is realized, and intelligence generation efficiency is effectively improved.