Embodiments herein disclose e.g. a method performed by a communication terminal for handling signal measurements in a wireless communication network (1). The communication terminal may adapt a measurement procedure to construct a measurement sample of a reference signal from a cell operated by a radio network node (12); or adjust a filter algorithm of the measurement procedure based on one or more previous valid measurement samples of a previous reference signal from the cell, when measuring on the cell where reference signals are not available for the communication terminal at every designated reference signal occasion.