This invention discloses a blind detection method for
broadband spectrum signals in non-cooperative reception scenarios, belonging to the field of communication
signal processing and spectrum sensing technology. Taking the power
spectral density estimate of the
broadband received
signal as input, the method first preprocesses the power spectrum using small-scale closing operations; then, it constructs a multi-scale
structuring element set and performs scale-by-scale morphological opening operations and residual peak-shaving iterations on the preprocessed spectrum data to obtain and correct the baseline
estimation result; next, it applies one-dimensional total variational denoising to the baseline-corrected spectrum; finally, it uses a
hysteresis dual-threshold mechanism to complete the candidate
signal region screening and statistics. This invention effectively overcomes the problems of non-flat
noise baseline fluctuations in complex electromagnetic environments and
signal edge blurring under low signal-to-
noise ratio conditions. It has advantages such as high baseline
estimation accuracy, high detection probability, low
false alarm rate, and strong robustness, and is suitable for signal detection scenarios in
cognitive radio,
broadband reconnaissance receivers, and spectrum monitoring equipment.