2.2.0
MLC settings for IIS2ICLX


ST Edge AI Core

MLC settings for IIS2ICLX


for MLC target, based on ST Edge AI Core Technology 2.2.0




Available settings

{
    "name": "IIS2ICLX",
    "accelerometer_fs": ["0.5 g", "1 g", "2 g", "3 g"],
    "accelerometer_odr": ["12.5 Hz", "26 Hz", "52 Hz", "104 Hz", "208 Hz", "416 Hz", "833 Hz"],
    "ext_sensitivity": "1624",
    "mlc_odr": ["12.5 Hz", "26 Hz", "52 Hz", "104 Hz"],
    "input_type": ["accelerometer_only", "accelerometer+external_sensor"],
    "window_length": {"min": 1, "max": 255},
    "decision_tree_count": {"min": 0, "max": 8},
    "max_dectrees": 8,
    "max_results_per_dt": 256,
    "max_nodes": 512,
    "subgroups_per_dt": 4,
    "filters": [
        {
            "filter_type": "HP",
            "input": ["Acc_XYZ", "Acc_V", "Acc_V2", "Ext_XYZ", "Ext_V", "Ext_V2"],
        },
        {
            "filter_type": "BP",
            "input": ["Acc_XYZ", "Acc_V", "Acc_V2", "Ext_XYZ", "Ext_V", "Ext_V2"],
            "a2": "float",
            "a3": "float",
            "gain": "float"
        },
        {
            "filter_type": "IIR1",
            "input": ["Acc_XYZ", "Acc_V", "Acc_V2", "Ext_XYZ", "Ext_V", "Ext_V2"],
            "b1": "float",
            "b2": "float",
            "a2": "float"
        },
        {
            "filter_type": "IIR2",
            "input": ["Acc_XYZ", "Acc_V", "Acc_V2", "Ext_XYZ", "Ext_V", "Ext_V2"],
            "b1": "float",
            "b2": "float",
            "b3": "float",
            "a2": "float",
            "a3": "float"
        }
    ],
    "features": [
        {
            "feature_name": "MEAN",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        },
        {
            "feature_name": "VARIANCE",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        },
        {
            "feature_name": "ENERGY",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        },
        {
            "feature_name": "PEAK_TO_PEAK",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        },
        {
            "feature_name": "ZERO_CROSSING",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "POSITIVE_ZERO_CROSSING",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "NEGATIVE_ZERO_CROSSING",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "PEAK_DETECTOR",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "POSITIVE_PEAK_DETECTOR",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "NEGATIVE_PEAK_DETECTOR",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool",
            "threshold": "float"
        },
        {
            "feature_name": "MINIMUM",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        },
        {
            "feature_name": "MAXIMUM",
            "input": ["Acc_X", "Acc_Y", "Acc_Z", "Acc_V", "Acc_V2", "Ext_X", "Ext_Y", "Ext_Z", "Ext_V", "Ext_V2"],
            "signed": "bool"
        }
    ]
}