├── .gitignore ├── README.md ├── neural_enhanced_demodulation ├── README.md ├── matlab │ ├── evaluation.m │ ├── evaluation │ │ ├── baseline_error_matrix_7_125000.mat │ │ └── sf7_v1_7_125000.mat │ ├── generate_baseline.m │ ├── generation_dataset.m │ ├── param_configs.m │ ├── res │ │ ├── 1_-23_7_125000_6_24.1_24_8_fake_0.png │ │ ├── 1_-23_7_125000_6_24.1_24_8_groundtruth_0.png │ │ ├── 1_-23_7_125000_6_24.1_24_8_raw_0.png │ │ └── result.png │ └── utils │ │ ├── Utils.m │ │ ├── chirp_abs_alias.m │ │ ├── chirp_comp_alias.m │ │ ├── io_read_iq.m │ │ ├── io_write_iq.m │ │ ├── linspecer.m │ │ └── scan_dir.m └── pytorch │ ├── config.py │ ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── data_loader.cpython-36.pyc │ │ └── data_loader.cpython-37.pyc │ └── data_loader.py │ ├── end2end.py │ ├── main.py │ ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── model_components.cpython-36.pyc │ │ └── model_components_original.cpython-36.pyc │ └── model_components.py │ └── utils.py ├── symbol_generation ├── README.md ├── Utils.m ├── chirp_comp_alias.m ├── chirp_dchirp_fft.m ├── chirp_gen_cr.m ├── frame_decoder.m ├── frame_decoder_comp.m ├── frame_detect.m ├── frame_detect2.m ├── frame_sync.m ├── input │ └── pt2 ├── io_read_iq.m ├── io_read_line.m ├── io_write_iq.m ├── main_src.m ├── param_configs.m └── untitled.m └── system_framework.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/README.md -------------------------------------------------------------------------------- /neural_enhanced_demodulation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/README.md -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/evaluation.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/evaluation.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/evaluation/baseline_error_matrix_7_125000.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/evaluation/baseline_error_matrix_7_125000.mat -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/evaluation/sf7_v1_7_125000.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/evaluation/sf7_v1_7_125000.mat -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/generate_baseline.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/generate_baseline.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/generation_dataset.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/generation_dataset.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/param_configs.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/param_configs.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_fake_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_fake_0.png -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_groundtruth_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_groundtruth_0.png -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_raw_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/res/1_-23_7_125000_6_24.1_24_8_raw_0.png -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/res/result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/res/result.png -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/Utils.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/Utils.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/chirp_abs_alias.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/chirp_abs_alias.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/chirp_comp_alias.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/chirp_comp_alias.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/io_read_iq.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/io_read_iq.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/io_write_iq.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/io_write_iq.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/linspecer.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/linspecer.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/matlab/utils/scan_dir.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/matlab/utils/scan_dir.m -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/config.py -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/datasets/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/datasets/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/__pycache__/data_loader.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/datasets/__pycache__/data_loader.cpython-36.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/__pycache__/data_loader.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/datasets/__pycache__/data_loader.cpython-37.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/datasets/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/datasets/data_loader.py -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/end2end.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/end2end.py -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/main.py -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/models/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/models/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/models/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/models/__pycache__/model_components.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/models/__pycache__/model_components.cpython-36.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/models/__pycache__/model_components_original.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/models/__pycache__/model_components_original.cpython-36.pyc -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/models/model_components.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/models/model_components.py -------------------------------------------------------------------------------- /neural_enhanced_demodulation/pytorch/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/neural_enhanced_demodulation/pytorch/utils.py -------------------------------------------------------------------------------- /symbol_generation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/README.md -------------------------------------------------------------------------------- /symbol_generation/Utils.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/Utils.m -------------------------------------------------------------------------------- /symbol_generation/chirp_comp_alias.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/chirp_comp_alias.m -------------------------------------------------------------------------------- /symbol_generation/chirp_dchirp_fft.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/chirp_dchirp_fft.m -------------------------------------------------------------------------------- /symbol_generation/chirp_gen_cr.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/chirp_gen_cr.m -------------------------------------------------------------------------------- /symbol_generation/frame_decoder.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/frame_decoder.m -------------------------------------------------------------------------------- /symbol_generation/frame_decoder_comp.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/frame_decoder_comp.m -------------------------------------------------------------------------------- /symbol_generation/frame_detect.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/frame_detect.m -------------------------------------------------------------------------------- /symbol_generation/frame_detect2.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/frame_detect2.m -------------------------------------------------------------------------------- /symbol_generation/frame_sync.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/frame_sync.m -------------------------------------------------------------------------------- /symbol_generation/input/pt2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/input/pt2 -------------------------------------------------------------------------------- /symbol_generation/io_read_iq.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/io_read_iq.m -------------------------------------------------------------------------------- /symbol_generation/io_read_line.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/io_read_line.m -------------------------------------------------------------------------------- /symbol_generation/io_write_iq.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/io_write_iq.m -------------------------------------------------------------------------------- /symbol_generation/main_src.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/main_src.m -------------------------------------------------------------------------------- /symbol_generation/param_configs.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/param_configs.m -------------------------------------------------------------------------------- /symbol_generation/untitled.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/symbol_generation/untitled.m -------------------------------------------------------------------------------- /system_framework.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hanqingguo/NELoRa-Sensys/HEAD/system_framework.png --------------------------------------------------------------------------------