An overview of data fusion techniques for Internet of Things enabled physical activity recognition and measure

•A systematic review critically examining Physical Activity Recognition and Measure (PARM) studies.•From a novel 3D dynamic IoT based physical activity collection and validation's perspective.•Summarized data fusion techniques from three plane domains in the 3D dynamic IoT model.•Identify some new research trends and challenges of data fusion techniques in the IoT enabled PARM.