Task-oriented Vibration Sensing Quality Assessment
This project is the implementation of sensing quality assessment for the structural vibration-based sensing system. There are two related publications: AutoQual: task-oriented structural vibration sensing quality assessment leveraging co-located mobile sensing context and Vibration-Based Indoor Human Sensing Quality Reinforcement via Thompson Sampling
The dataset had published on Footstep-Induced Floor Vibration Dataset In Different Deployment Environment
Footstep factor calculation: './foostep_assessment/local_factor_val/fixed_distance_factor_calculate_all_path.m' Tennis factor calculation: './tennis_assessment/local_assessment/local_factor_calculate_15_locations.m'
Footstep detection:'./signal_detection/IMU_groundtruth_footstep_detection.m' Classification: './assessment/save_normal_footstep_classification_F1_score_to_mat.m' and './assessment/save_normal_footstep_classification_F1_score_to_mat_2extra_sc.m'
Section5 result analysis: './assessment/asessment_code/' data_driven_training_size_assessment_result.m data_driven_weight_selection_assessment_result.m minmax_our_normalization_result.m compare_two_human_assessment_difference_result.m minmax_our_normalization_result.m