A Novel Modulation Classification Approach Using Gabor Filter Network

Algorithm 2

(Testing of Gabor filter Network for Modulation Classification).

Step  1. Input Gabor atom parameters (𝑐_𝑖,𝜎_𝑖,𝑓_𝑖) and Gabor filter weights (𝑤_𝑖).

Step  2. Calculate the Gabor atom nodes (𝜑_𝑖)

Step  3. Evaluate the output of Gabor filter

      𝑦_𝑘=∑^𝑀_𝑖=1𝜑_𝑖𝑤_𝑖

Step  4. Decision based upon checking all the outputs