This paper presents a practical prediction or transformation method from L
x data to L
eq value, especially for the road traffic noise at night with a small traffic volume. The nonlinear relationship between L
x and L
eq is grasped in principle by introducing a probabilistic neural network. Finally, the validity of the proposed method is experimentally confirmed too by applying it to the actually observed road traffic noise at night.
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