Methods and Sensors for Slip Detection in Robotics: A Survey

• Published in: IEEE access Vol. 8; pp. 73027 - 73050
• Main Authors: Romeo, Rocco A., Zollo, Loredana
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Force; grasp; Human performance; manipulation; Manipulators; Object recognition; Prostheses; prosthetics; Robot arms; Robotics; sensor; Sensors; Sensory feedback; Service robots; Skin; Slip; slippage; tactile; Tactile discrimination; Tactile sensors; Tactile sensors (robotics); Touch
• ISSN: 2169-3536; 2169-3536
• DOI: 10.1109/ACCESS.2020.2987849

The perception of slip is one of the distinctive abilities of human tactile sensing. The sense of touch allows recognizing a wide set of properties of a grasped object, such as shape, weight and dimension. Based on such properties, the applied force can be accordingly regulated avoiding slip of the grasped object. Despite the great importance of tactile sensing for humans, mechatronic hands (robotic manipulators, prosthetic hands etc.) are rarely endowed with tactile feedback. The necessity to grasp objects relying on robust slip prevention algorithms is not yet corresponded in existing artificial manipulators, which are relegated to structured environments then. Numerous approaches regarding the problem of slip detection and correction have been developed especially in the last decade, resorting to a number of sensor typologies. However, no impact on the industrial market has been achieved. This paper reviews the sensors and methods so far proposed for slip prevention in artificial tactile perception, starting from more classical techniques until the latest solutions tested on robotic systems. The strengths and weaknesses of each described technique are discussed, also in relation to the sensing technologies employed. The result is a summary exploring the whole state of art and providing a perspective towards the future research directions in the sector.