Title :
Estimation of resolvability of user response in kinesthetic perception of jump discontinuities
Author :
Bhardwaj, Amit ; Chaudhuri, Subhasis
Author_Institution :
Electr. Eng. Dept., IIT Bombay, Mumbai, India
Abstract :
Perceptually adaptive sampling based on Weber´s law has been used to reduce the haptic packet rate for efficient haptic data transmission over Internet. In a teleoperation, perceptually significant force samples are transmitted from a robot to a human operator. If the time spacing between two consecutive perceptually sampled kinesthetic force stimuli is less than the minimum time spacing (temporal resolution Tr) required in perceiving the jump discontinuity, then the second force stimulus will not be perceived even if it is well above the just noticeable difference. Hence, there is no need to transmit the second force sample to the operator. Thus, for the transmission in a teleoperation, the temporal resolution Tr needs also to be considered while effecting perceptually adaptive sampling. To the best of our knowledge, it has not been studied in the literature. In this work, we propose a statistical method to estimate the temporal resolution Tr. In order to achieve this, we design an appropriate experimental set up, and record the haptic responses for several users extensively. We also study the effect of perceptual fatigue on the temporal resolution Tr, and validate all results using the classical psychometric approach.
Keywords :
haptic interfaces; statistical analysis; telecontrol; Internet; Weber law; haptic data transmission; haptic packet rate; haptic responses; human operator; jump discontinuities; kinesthetic force stimuli; kinesthetic perception; perceptual fatigue; perceptually adaptive sampling; psychometric approach; robot; second force stimulus; statistical method; teleoperation; temporal resolution; time spacing; user response resolvability estimation; Bandwidth; Estimation; Fatigue; Force; Haptic interfaces; Probability; Sensors; Conditional distributions; Fatigue; Psychometric function; Sensing bandwidth; Temporal resolution;
Conference_Titel :
World Haptics Conference (WHC), 2015 IEEE
Conference_Location :
Evanston, IL
DOI :
10.1109/WHC.2015.7177758