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author:

Xia, Ziwei (Xia, Ziwei.) [1] | Deng, Zhen (Deng, Zhen.) [2] (Scholars:邓震) | Bin Fang (Bin Fang.) [3] | Yang, Yiyong (Yang, Yiyong.) [4] | Sun, Fuchun (Sun, Fuchun.) [5]

Indexed by:

EI SCIE

Abstract:

Sensory perception for dexterous robotic hands is an active research area and recent progress in robotics. Effective dexterous manipulation requires robotic hands to accurately feedback their state or perceive the surrounding environment. This article reviews the state-of-the-art of sensory perception for dexterous robotic manipulation. Two types of sensors, such as intrinsic and extrinsic sensors, are introduced according to their function and layout in robotic hands. These sensors provide rich information to a robotic hand, which contains the posture, the contact information of objects, and the physical information of the environment. Then, a comprehensive analysis of perception methods including planning-level, control-level, and learning-level perceptions is presented. The information obtained from sensory perception can help robotic hands to make decisions effectively. Previously issued reviews mainly focus on the design of tactile senor, while we analyze and discuss the relationship among sensing, perception, and dexterous manipulation. Some potential research topics on sensory perception are also summarized and discussed.

Keyword:

Dexterous robotic manipulation robotic hand sensor sensory perception

Community:

  • [ 1 ] [Xia, Ziwei]China Univ Gaosci, Sch Engn & Technol, Beijing, Peoples R China
  • [ 2 ] [Yang, Yiyong]China Univ Gaosci, Sch Engn & Technol, Beijing, Peoples R China
  • [ 3 ] [Deng, Zhen]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou, Peoples R China
  • [ 4 ] [Bin Fang]Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
  • [ 5 ] [Sun, Fuchun]Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS

ISSN: 1729-8814

Year: 2022

Issue: 2

Volume: 19

2 . 3

JCR@2022

2 . 1 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:66

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 18

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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