| GNDA | Gaussian Noise Data Augmentation |
| DCSAM | DeConvolution- and Self-Attention-based Model |
| PSG | Polysomnography |
| R & K | Rechtschaffen & Kales |
| AASM | American Academy of Sleep Medicine |
| REM | Rapid Eye Movement |
| EEG | Electroencephalography |
| EOG | Electrooculography |
| EMG | Electromyography |
| PPG | Photoplethysmogram |
| NLP | Natural Language Processing |
| CV | Computer Vision |
| TSA | Time Series Analysis |
| DWT | Discrete Wavelet Transform |
| SVM | Support Vector Machine |
| DCNN | DeConvolutional Neural Network |
| Bi-LSTM | Bidirectional Long Short-term Memory |
| CNN | Convolutional Neural Network |
| LeakyReLU | Leaky Rectified Linear Unit |
| FT | Fourier Transform |
| SFA | Spectral Features Analysis |
| TA | Time-frequency Analysis |
| LAMF | Low Amplitude Mixed Frequency |
| SWS | Sliding Window Segmentation |
| JS | Jacobian Score |
| GAN | Generative Adversarial Networks |
| IMU | Inertial Measurement Unit |
| Acc | Accuracy |
| MF1 | Macro F1 score |