Estimating gravity component from accelerometers

Nowadays, accelerometers have become very popular sensors because they offer new possibilities for developing humancentered applications in different domains such as ambient assisted living or rehabilitation [1]. These sensors allow monitoring human activities [2] in a non-invasive way because they are included in many smart devices, like smartphones, smartwatches or fit bands.