| CR | Cognitive Radio |
| SU | Secondary User |
| PU | Primary User |
| SS | Spectrum Sensing |
| ML | Machine Learning |
| RB | Resource Block |
| ED | Energy Detection |
| ELM | Extreme Learning Machine |
| SVM | Support Vector Machine |
| NB | Naive Bayes |
| kNN | k-Nearest Neighbors |
| RF | Random Forest |
| EV | Energy Vector |
| DT | Decision Tree |
| AWGN | Additive White Gaussian Noise |
| EPA | Extended Pedestrian A model |
| SNR | Signal-to-Noise Ratio |
| LTE | Long-Term Evolution |
| OFDM | Orthogonal Frequency Division Multiplexing |