A review on sensory perception for dexterous robotic manipulation

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 percepti...

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Published in:International journal of advanced robotic systems Vol. 19; no. 2
Main Authors: Xia, Ziwei, Deng, Zhen, Fang, Bin, Yang, Yiyong, Sun, Fuchun
Format: Journal Article
Language:English
Published: London, England SAGE Publications 01.03.2022
Sage Publications Ltd
SAGE Publishing
Subjects:
End effectors
Robotics
Sensors
Sensory perception
State-of-the-art reviews
sensory perception
sensor
robotic hand
Dexterous robotic manipulation
ISSN:1729-8806, 1729-8814
Online Access:Get full text
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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.
AbstractList 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.
Author Yang, Yiyong
Sun, Fuchun
Deng, Zhen
Fang, Bin
Xia, Ziwei
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Cites_doi 10.1177/1729881418821571
10.1109/LRA.2017.2647800
10.1016/j.mechatronics.2017.11.002
10.1016/j.nanoen.2021.106320
10.1109/TRO.2009.2033627
10.1109/TIE.2021.3090697
10.1109/JSEN.2018.2811407
10.1016/j.measurement.2012.11.015
10.1007/s10514-014-9402-3
10.1109/TRO.2011.2162271
10.1177/02783649211027233
10.1109/TRO.2019.2914772
10.1016/j.eswa.2012.08.064
10.1109/IROS.2003.1249269
10.1016/j.sna.2017.11.052
10.3390/s19030523
10.3390/s17122762
10.1038/nrn2621
10.1109/LRA.2020.2972881
10.3390/s21041278
10.1109/TASE.2016.2549552
10.9746/sicetr.46.632
10.1002/aisy.202100095
10.1109/TMECH.2012.2195500
10.1109/LRA.2020.2977257
10.1016/j.mechatronics.2012.09.005
10.1109/TOH.2017.2753233
10.1109/LRA.2017.2662071
10.1089/soro.2017.0052
10.1016/j.sna.2020.111972
10.1016/j.robot.2017.04.017
10.1016/j.ins.2017.07.017
10.1126/science.abd3643
10.3390/s20041050
10.1109/LRA.2018.2852779
10.1016/0736-5845(84)90081-4
10.1080/01691864.2013.813431
10.1007/s43154-021-00065-2
10.1109/TRO.2011.2132930
10.1299/jamdsm.2.860
10.1109/ROBOT.1998.680625
10.1007/s11432-018-9699-7
10.1146/annurev-control-060117-105003
10.1002/adma.201501436
10.1109/TRO.2021.3060342
10.1177/027836498200100102
10.1007/978-3-319-03017-3_19
10.1109/TOH.2009.47
10.1108/01439910010371597
10.1109/IECON.1988.666278
10.1177/0278364919887447
10.1109/JSEN.2021.3100149
10.1109/TSMC.2019.2901955
10.1126/scirobotics.abc8801
10.1109/ROBOT.2001.932538
10.1109/ACCESS.2015.2482543
10.1109/LRA.2020.3010461
10.1016/j.robot.2015.07.015
10.1109/TMECH.2002.802720
10.1109/LRA.2019.2959386
10.1002/adfm.201907312
10.3390/s17112653
10.1108/IR-08-2018-0175
10.1002/adma.201500917
10.1109/JSEN.2012.2220345
10.1109/JSEN.2018.2868340
10.1109/TIE.2019.2945212
10.1109/TIM.2016.2514779
10.1002/adma.202000969
10.1163/156855308X314533
10.1109/JSEN.2013.2279056
10.3390/s16070961
10.1016/j.sna.2005.09.023
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Issue 2
Keywords sensory perception
sensor
robotic hand
Dexterous robotic manipulation
Language English
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References Dahiya, Metta, Valle 2010; 26
Lambeta, Chou, Tian 2020; 5
Fang, Xue, Sun 2019; 46
Romano, Hsiao, Niemeyer 2011; 27
Liu, Yu, Sun 2017; 14
Calandra, Owens, Jayaraman 2018; 3
Jeong, Lee, Kim 2018; 269
Roberts, Zadan, Majidi 2021; 2
Liu, Fang, Sun 2019; 49
Schneiter, Sheridan 1984; 1
Roa, Suarez 2015; 38
Salisbury, Craig 1982; 1
Baimukashev, Kappassov, Varol 2020; 5
Huh, Choi, Willcox 2020; 5
Jeong, Cho 2020; 67
Wang, Cui, Zhang 2021; 89
Sun, Fang, Xue 2019; 62
Petkovic, Issa, Pavlovic 2013; 40
Zhang, Liu, Jiang 2013; 13
Kawasaki, Komatsu, Uchiyama 2002; 7
Zapataimpata, Gil, Torres 2019; 19
Ohka, Kobayashi, Takata 2008; 2
Delgado, Corrales, Mezouar 2017; 94
Jeong, Kim, Kim 2017; 2
Saudabayev, Varol 2015; 3
Townsend 2000; 27
Yao, Xu, Cheng 2020; 30
Wang, Zang, Zhang 2021; 21
Pape, Oddo, Controzzi 2012; 6
Schmitz, Maiolino, Maggiali 2011; 27
Chen, Khamis, Birznieks 2018; 18
Lippiello, Ruggiero, Siciliano 2013; 18
Hong, Lee, Lee 2015; 27
Noda, Hoshino, Matsumoto 2006; 127
Palli, Pirozzi 2012; 22
Liang, Chang, Wang 2017; 17
Lepora, Aquilina, Cramphorn 2017; 2
Piazza, Grioli, Catalano 2019; 2
He, Liao, Jia 2015; 27
Kulkarni, Kober, Babuka 2021; 4
Mizoguchi, Tadakuma, Hasegawa 2010; 46
Jeong, Cho 2016; 16
She, Wang, Dong 2021; 40
Palli, Pirozzi 2013; 27
Hua, Zeng, Li 2021; 21
Guo, Sun, Fang 2017; 417
Hellman, Tekin, Der Schaar 2018; 11
Andrychowicz, Baker, Chociej 2020; 39
Yan, Hu, Yang 2021; 6
Deng, Jonetzko, Zhang 2020; 20
Wettels, Santos, Johansson 2008; 22
Wang, Yang, Kirchner 2019; 16
Cui, Wang, Hu 2022; 69
Liu, Guo, Sun 2016; 65
Park, Park, Mo 2021; 37
Church, Lloyd, Hadsell 2020; 5
Johansson, Flanagan 2009; 10
Dahiya, Mittendorfer, Valle 2013; 13
Ward-Cherrier, Pestell, Cramphorn 2018; 5
Falco, Lu, Natale 2019; 35
Yin, Aspinall, Santos 2018; 18
Yuan, Dong, Adelson 2017; 17
li, Kroemer, Su 2020
Sato, Kamiyama, Kawakami 2010; 3
bibr51-17298806221095974
Zhang YF (bibr45-17298806221095974)
Butterfass J (bibr28-17298806221095974); 1
Klatzky RL (bibr127-17298806221095974) 2003; 4
bibr23-17298806221095974
bibr49-17298806221095974
bibr10-17298806221095974
bibr121-17298806221095974
bibr37-17298806221095974
bibr24-17298806221095974
bibr1-17298806221095974
Butterfass J (bibr27-17298806221095974); 3
Sommer N (bibr71-17298806221095974)
Li L (bibr94-17298806221095974)
bibr122-17298806221095974
bibr11-17298806221095974
Schill J (bibr105-17298806221095974)
Su Z (bibr86-17298806221095974)
bibr91-17298806221095974
Qian Wan (bibr106-17298806221095974)
bibr64-17298806221095974
Fang B (bibr48-17298806221095974)
Veiga F (bibr85-17298806221095974)
Kaneko K (bibr46-17298806221095974)
Pape L (bibr120-17298806221095974) 2012; 6
bibr25-17298806221095974
bibr35-17298806221095974
bibr65-17298806221095974
bibr75-17298806221095974
Chebotar Y (bibr90-17298806221095974)
Bednarek J (bibr80-17298806221095974)
bibr110-17298806221095974
Hogan FR (bibr108-17298806221095974)
bibr3-17298806221095974
bibr19-17298806221095974
bibr111-17298806221095974
bibr39-17298806221095974
Mouri T (bibr43-17298806221095974)
bibr131-17298806221095974
bibr59-17298806221095974
Li J (bibr98-17298806221095974)
bibr20-17298806221095974
bibr14-17298806221095974
Hsiao K (bibr40-17298806221095974)
Nguyen H (bibr126-17298806221095974)
bibr54-17298806221095974
bibr34-17298806221095974
bibr125-17298806221095974
Tsetserukou D (bibr30-17298806221095974)
bibr67-17298806221095974
Chu V (bibr76-17298806221095974)
bibr42-17298806221095974
Chin L (bibr77-17298806221095974)
bibr82-17298806221095974
bibr103-17298806221095974
bibr69-17298806221095974
bibr99-17298806221095974
bibr92-17298806221095974
bibr8-17298806221095974
bibr62-17298806221095974
bibr89-17298806221095974
Argall BD (bibr114-17298806221095974)
Zhang Y (bibr50-17298806221095974)
Ottenhaus S (bibr66-17298806221095974)
bibr79-17298806221095974
bibr52-17298806221095974
bibr113-17298806221095974
bibr12-17298806221095974
Yang C (bibr74-17298806221095974)
bibr29-17298806221095974
bibr101-17298806221095974
Tian S (bibr116-17298806221095974)
bibr16-17298806221095974
Baimukashev D (bibr61-17298806221095974) 2020; 5
Shimojo M (bibr5-17298806221095974)
bibr102-17298806221095974
bibr31-17298806221095974
bibr128-17298806221095974
Carrozza MC (bibr21-17298806221095974); 3
Göger D (bibr36-17298806221095974)
bibr44-17298806221095974
Bridgwater LB (bibr22-17298806221095974)
bibr57-17298806221095974
Dong S (bibr97-17298806221095974)
Xie H (bibr53-17298806221095974)
bibr130-17298806221095974
Fang B (bibr47-17298806221095974)
bibr55-17298806221095974
Pezzementi Z (bibr73-17298806221095974)
Jamali N (bibr72-17298806221095974)
Sundaralingam B (bibr87-17298806221095974)
Konstantinova J (bibr38-17298806221095974)
Li T (bibr123-17298806221095974)
bibr60-17298806221095974
bibr95-17298806221095974
bibr15-17298806221095974
Li M (bibr107-17298806221095974)
bibr100-17298806221095974
Padmanabha A (bibr58-17298806221095974)
Gao Y (bibr68-17298806221095974)
Hiraishi H (bibr56-17298806221095974); 4
bibr26-17298806221095974
bibr104-17298806221095974
bibr13-17298806221095974
Yamaguchi A (bibr41-17298806221095974)
bibr33-17298806221095974
bibr124-17298806221095974
bibr132-17298806221095974
bibr4-17298806221095974
bibr81-17298806221095974
Krug R (bibr109-17298806221095974)
Chebotar Y (bibr119-17298806221095974)
li Q (bibr17-17298806221095974) 2020
Ohka M (bibr6-17298806221095974)
bibr7-17298806221095974
bibr93-17298806221095974
Chebotar Y (bibr118-17298806221095974)
bibr88-17298806221095974
van Hoof H (bibr115-17298806221095974)
bibr78-17298806221095974
bibr83-17298806221095974
bibr63-17298806221095974
van Hoof H (bibr117-17298806221095974)
bibr129-17298806221095974
Yuan W (bibr96-17298806221095974)
bibr18-17298806221095974
Lotti F (bibr32-17298806221095974); 5
Garcia-Garcia A (bibr84-17298806221095974)
Bierbaum A (bibr70-17298806221095974)
Fraden J (bibr9-17298806221095974) 2003
Liang H (bibr112-17298806221095974)
bibr2-17298806221095974
References_xml – volume: 18
  start-page: 9049
  issue: 22
  year: 2018
  end-page: 9064
  article-title: Tactile sensors for friction estimation and incipient slip detection—toward dexterous robotic manipulation: a review
  publication-title: IEEE Sensors J
– volume: 6
  start-page: 6
  issue: 6
  year: 2012
  end-page: 6
  article-title: Learning tactile skills through curious exploration
  publication-title: Front Neurorobot
– volume: 62
  start-page: 214201
  issue: 11
  year: 2019
  article-title: A novel multi-modal tactile sensor design using thermochromic material
  publication-title: Sci China Series F: Informat Sci
– volume: 27
  start-page: 389
  issue: 3
  year: 2011
  end-page: 400
  article-title: Methods and technologies for the implementation of large-scale robot tactile sensors
  publication-title: IEEE Trans Robot
– volume: 22
  start-page: 829
  issue: 8
  year: 2008
  end-page: 849
  article-title: Biomimetic tactile sensor array
  publication-title: Adv Robot
– volume: 46
  start-page: 337
  issue: 3
  year: 2019
  end-page: 344
  article-title: A cross-modal tactile sensor design for measuring robotic grasping forces
  publication-title: Ind Robot Int J
– volume: 13
  start-page: 4121
  issue: 11
  year: 2013
  end-page: 4138
  article-title: Directions toward effective utilization of tactile skin: a review
  publication-title: IEEE Sensors J
– volume: 4
  start-page: 2100095
  year: 2021
  article-title: Learning assembly tasks in a few minutes by combining impedance control and residual recurrent reinforcement learning
  publication-title: Adv Intellig Syst
– volume: 3
  start-page: 3300
  issue: 4
  year: 2018
  end-page: 3307
  article-title: More than a feeling: learning to grasp and regrasp using vision and touch
  publication-title: IEEE Robot Automat Lett
– volume: 27
  start-page: 4622
  issue: 31
  year: 2015
  end-page: 4627
  article-title: A self-healing electronic sensor based on thermal-sensitive fluids
  publication-title: Adv Mater
– volume: 5
  start-page: 3838
  issue: 3
  year: 2020
  end-page: 3845
  article-title: Digit: a novel design for a low-cost compact high-resolution tactile sensor with application to in-hand manipulation
  publication-title: IEEE Robot Automat Lett
– volume: 16
  start-page: 961
  issue: 7
  year: 2016
  article-title: A novel low-cost, large curvature bend sensor based on a Bowden-cable
  publication-title: Sensors
– volume: 127
  start-page: 295
  issue: 2
  year: 2006
  end-page: 301
  article-title: A shear stress sensor for tactile sensing with the piezoresistive cantilever standing in elastic material
  publication-title: Sensors Actuat A Phys
– volume: 269
  start-page: 444
  year: 2018
  end-page: 453
  article-title: Design of a miniature force sensor based on photointerrupter for robotic hand
  publication-title: Sensors Actuators A Phys
– volume: 6
  start-page: eabc8801
  issue: 51
  year: 2021
  article-title: Soft magnetic skin for super-resolution tactile sensing with force self-decoupling
  publication-title: Sci Robot
– volume: 5
  start-page: 1
  year: 2020
  end-page: 1
  article-title: Shear, torsion and pressure tactile sensor via plastic optofiber guided imaging
  publication-title: IEEE Robot Automat Lett
– volume: 1
  start-page: 65
  issue: 1
  year: 1984
  end-page: 71
  article-title: An optical tactile sensor for manipulators
  publication-title: Robot Comput Integr Manufac
– volume: 16
  start-page: 172988141882157
  issue: 1
  year: 2019
  article-title: Multimodal grasp data set: a novel visual–tactile data set for robotic manipulation
  publication-title: Int J Adv Robot Syst
– volume: 2
  start-page: 860
  issue: 5
  year: 2008
  end-page: 873
  article-title: An experimental optical three-axis tactile sensor featured with hemispherical surface
  publication-title: J Adv Mech Des Syst Manufact
– volume: 5
  start-page: 6145
  issue: 4
  year: 2020
  end-page: 6152
  article-title: Deep reinforcement learning for tactile robotics: learning to type on a braille keyboard
  publication-title: IEEE Robot Automat Lett
– volume: 3
  start-page: 37
  issue: 1
  year: 2010
  end-page: 47
  article-title: Finger-shaped GelForce: sensor for measuring surface traction fields for robotic hand
  publication-title: IEEE Trans Haptics
– volume: 17
  start-page: 2762
  issue: 12
  year: 2017
  article-title: GelSight: high-resolution robot tactile sensors for estimating geometry and force
  publication-title: Sensors
– volume: 10
  start-page: 345
  year: 2009
  end-page: 359
  article-title: Coding and use of tactile signals from the fingertips in object manipulation tasks
  publication-title: Nat Rev Neurosci
– volume: 18
  start-page: 3544
  issue: 9
  year: 2018
  end-page: 3553
  article-title: Measuring dynamic shear force and vibration with a bioinspired tactile sensor skin
  publication-title: IEEE Sensors J
– volume: 5
  start-page: 2562
  issue: 2
  year: 2020
  end-page: 2569
  article-title: Dynamically reconfigurable tactile sensor for robotic manipulation
  publication-title: IEEE Robot Automat Lett
– volume: 26
  start-page: 1
  issue: 1
  year: 2010
  end-page: 20
  article-title: Tactile sensing—from humans to humanoids
  publication-title: IEEE Trans Robot
– volume: 27
  start-page: 1209
  issue: 15
  year: 2013
  end-page: 1220
  article-title: Optical sensor for angular position measurements embedded in robotic finger joints
  publication-title: Adv Robot
– volume: 2
  start-page: 1156
  issue: 2
  year: 2017
  end-page: 1163
  article-title: Exploratory tactile servoing with active touch
  publication-title: IEEE Robot Automat Lett
– volume: 7
  start-page: 296
  issue: 3
  year: 2002
  end-page: 303
  article-title: Dexterous anthropomorphic robot hand with distributed tactile sensor: Gifu hand ii
  publication-title: IEEE-ASME Trans Mechatr
– volume: 19
  start-page: 523
  issue: 3
  year: 2019
  article-title: Learning spatio temporal tactile features with a ConvLSTM for the direction of slip detection
  publication-title: Sensors
– volume: 65
  start-page: 656
  issue: 3
  year: 2016
  end-page: 665
  article-title: Object recognition using tactile measurements: kernel sparse coding methods
  publication-title: IEEE Trans Instrument Measure
– volume: 22
  start-page: 1097
  issue: 8
  year: 2012
  end-page: 1111
  article-title: A miniaturized optical force sensor for tendon-driven mechatronic systems: design and experimental evaluation
  publication-title: Mechatronics
– start-page: 1
  year: 2020
  end-page: 16
  article-title: A review of tactile information: perception and action through touch
  publication-title: IEEE Trans Robot
– volume: 20
  start-page: 1050
  issue: 4
  year: 2020
  article-title: Grasping force control of multi-fingered robotic hands through tactile sensing for object stabilization
  publication-title: Sensors
– volume: 21
  start-page: 1278
  issue: 4
  year: 2021
  article-title: Learning for a robot: deep reinforcement learning, imitation learning, transfer learning
  publication-title: Sensors
– volume: 35
  start-page: 987
  issue: 4
  year: 2019
  end-page: 998
  article-title: A transfer learning approach to cross-modal object recognition: from visual observation to robotic haptic exploration
  publication-title: IEEE Trans Robot
– volume: 14
  start-page: 996
  issue: 2
  year: 2017
  end-page: 1008
  article-title: Visual–tactile fusion for object recognition
  publication-title: IEEE Trans Automat Sci Eng
– volume: 18
  start-page: 1050
  issue: 3
  year: 2013
  end-page: 1059
  article-title: Visual grasp planning for unknown objects using a multifingered robotic hand
  publication-title: IEEE-ASME Trans Mechatron
– volume: 3
  start-page: 1765
  year: 2015
  end-page: 1782
  article-title: Sensors for robotic hands: a survey of state of the art
  publication-title: IEEE Access
– volume: 89
  start-page: 106320
  year: 2021
  article-title: A stretchable self-powered triboelectric tactile sensor with EGain alloy electrode for ultra-low-pressure detection
  publication-title: Nano Energy
– volume: 27
  start-page: 181
  issue: 3
  year: 2000
  end-page: 188
  article-title: The Barrett hand grasper—programmably flexible part handling and assembly
  publication-title: Ind Robot Int J
– volume: 67
  start-page: 7669
  issue: 9
  year: 2020
  end-page: 7680
  article-title: Control of a Bowden-cable actuation system with embedded boasensor for soft wearable robots
  publication-title: IEEE Trans Ind Electr
– volume: 27
  start-page: 4744
  issue: 32
  year: 2015
  end-page: 4751
  article-title: Highly stretchable and transparent metal nanowire heater for wearable electronics applications
  publication-title: Adv Mater
– volume: 40
  start-page: 1385
  issue: 12-14
  year: 2021
  end-page: 1401
  article-title: Cable manipulation with a tactile-reactive gripper
  publication-title: The International Journal of Robotics Research
– volume: 11
  start-page: 61
  issue: 1
  year: 2018
  end-page: 72
  article-title: Functional contour-following via haptic perception and reinforcement learning
  publication-title: IEEE Trans Hapt
– volume: 40
  start-page: 1265
  issue: 4
  year: 2013
  end-page: 1273
  article-title: Intelligent rotational direction control of passive robotic joint with embedded sensors
  publication-title: Expert Syst Appl
– volume: 1
  start-page: 4
  issue: 1
  year: 1982
  end-page: 17
  article-title: Articulated hands force control and kinematic issues
  publication-title: Int J Robot Res
– volume: 2
  start-page: 1571
  issue: 3
  year: 2017
  end-page: 1578
  article-title: Designing anthropomorphic robot hand with active dual-mode twisted string actuation mechanism and tiny tension sensors
  publication-title: IEEE Robot Automat Lett
– volume: 46
  start-page: 632
  issue: 10
  year: 2010
  end-page: 640
  article-title: Development of intelligent robot hand using proximity, contact and slip sensing
  publication-title: Trans Soc Instr Control Eng
– volume: 69
  start-page: 6015
  issue: 6
  year: 2022
  end-page: 6025
  article-title: In-hand object localization using a novel high-resolution visuotactile sensor
  publication-title: IEEE Trans Ind Electr
– volume: 21
  start-page: 20694
  issue: 18
  year: 2021
  end-page: 20703
  article-title: Status identification and object in-hand reorientation using force/torque sensors
  publication-title: IEEE Sensors J
– volume: 2
  start-page: 1
  issue: 1
  year: 2019
  end-page: 32
  article-title: A century of robotic hands
  publication-title: Ann Rev Control, Robot, Autonom Syst
– volume: 37
  start-page: 1570
  issue: 5
  year: 2021
  end-page: 158
  article-title: Deep neural network based electrical impedance tomographic sensing methodology for large-area robotic tactile sensing
  publication-title: IEEE Trans Robot
– volume: 5
  start-page: 216
  issue: 2
  year: 2018
  end-page: 227
  article-title: The tactip family: soft optical tactile sensors with 3d-printed biomimetic morphologies
  publication-title: Soft Robot
– volume: 2
  start-page: 343
  year: 2021
  end-page: 354
  article-title: Soft tactile sensing skins for robotics
  publication-title: Curr Robot Rep
– volume: 417
  start-page: 274
  year: 2017
  end-page: 286
  article-title: Robotic grasping using visual and tactile sensing
  publication-title: Informat Sci
– volume: 94
  start-page: 148
  year: 2017
  end-page: 161
  article-title: Tactile control based on Gaussian images and its application in bi-manual manipulation of deformable objects
  publication-title: Robot Autonom Syst
– volume: 17
  start-page: 2653
  issue: 11
  year: 2017
  article-title: Novel tactile sensor technology and smart tactile sensing systems: a review
  publication-title: Sensors
– volume: 39
  start-page: 3
  issue: 1
  year: 2020
  end-page: 20
  article-title: Learning dexterous in-hand manipulation
  publication-title: Int J Robot Res
– volume: 49
  start-page: 2710
  issue: 12
  year: 2019
  end-page: 2723
  article-title: Learning to grasp familiar objects based on experience and objects’ shape affordance
  publication-title: IEEE Trans Syst Man Cyber Syst
– volume: 27
  start-page: 1067
  issue: 6
  year: 2011
  end-page: 1079
  article-title: Human-inspired robotic grasp control with tactile sensing
  publication-title: IEEE Trans Robot
– volume: 30
  start-page: 1907312
  issue: 6
  year: 2020
  article-title: Bioinspired triboelectric nanogenerators as self-powered electronic skin for robotic tactile sensing
  publication-title: Adv Funct Mater
– volume: 38
  start-page: 65
  issue: 1
  year: 2015
  end-page: 88
  article-title: Grasp quality measures: review and performance
  publication-title: Autonom Robot
– volume: 13
  start-page: 510
  issue: 2
  year: 2013
  end-page: 518
  article-title: Development of a flexible 3-d tactile sensor system for anthropomorphic artificial hand
  publication-title: IEEE Sensors J
– ident: bibr101-17298806221095974
  doi: 10.1177/1729881418821571
– start-page: 360
  volume-title: Humanoids 2008—8th IEEE-RAS international conference on humanoid robots
  ident: bibr70-17298806221095974
– start-page: 2963
  volume-title: 2018 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr108-17298806221095974
– start-page: 297
  volume-title: 2015 IEEE-RAS 15th international conference on humanoid robots (humanoids)
  ident: bibr86-17298806221095974
– ident: bibr34-17298806221095974
  doi: 10.1109/LRA.2017.2647800
– ident: bibr14-17298806221095974
  doi: 10.1016/j.mechatronics.2017.11.002
– start-page: 3425
  volume-title: 2012 IEEE international conference on robotics and automation
  ident: bibr22-17298806221095974
– ident: bibr129-17298806221095974
  doi: 10.1016/j.nanoen.2021.106320
– ident: bibr4-17298806221095974
  doi: 10.1109/TRO.2009.2033627
– ident: bibr130-17298806221095974
  doi: 10.1109/TIE.2021.3090697
– ident: bibr29-17298806221095974
– start-page: 5942
  volume-title: 2011 IEEE International Conference on Robotics and Automation
  ident: bibr73-17298806221095974
– volume: 6
  start-page: 6
  issue: 6
  year: 2012
  ident: bibr120-17298806221095974
  publication-title: Front Neurorobot
– ident: bibr63-17298806221095974
  doi: 10.1109/JSEN.2018.2811407
– ident: bibr1-17298806221095974
  doi: 10.1016/j.measurement.2012.11.015
– ident: bibr103-17298806221095974
  doi: 10.1007/s10514-014-9402-3
– ident: bibr104-17298806221095974
  doi: 10.1109/TRO.2011.2162271
– ident: bibr89-17298806221095974
  doi: 10.1177/02783649211027233
– ident: bibr132-17298806221095974
  doi: 10.1109/TRO.2019.2914772
– ident: bibr23-17298806221095974
  doi: 10.1016/j.eswa.2012.08.064
– volume: 3
  start-page: 2642
  volume-title: Proceedings 2003 IEEE/RSJ international conference on intelligent robots and systems (IROS 2003) (Cat. No.03CH37453)
  ident: bibr21-17298806221095974
  doi: 10.1109/IROS.2003.1249269
– ident: bibr20-17298806221095974
  doi: 10.1016/j.sna.2017.11.052
– start-page: 536
  volume-title: 2016 IEEE international conference on robotics and automation (ICRA)
  ident: bibr68-17298806221095974
– ident: bibr93-17298806221095974
  doi: 10.3390/s19030523
– start-page: 1960
  volume-title: 2016 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr118-17298806221095974
– ident: bibr37-17298806221095974
  doi: 10.3390/s17122762
– ident: bibr2-17298806221095974
  doi: 10.1038/nrn2621
– ident: bibr92-17298806221095974
  doi: 10.1109/LRA.2020.2972881
– ident: bibr113-17298806221095974
  doi: 10.3390/s21041278
– start-page: 3048
  volume-title: 2013 IEEE international conference on robotics and automation
  ident: bibr76-17298806221095974
– start-page: 527
  volume-title: 2019 2nd IEEE international conference on soft robotics (RoboSoft)
  ident: bibr80-17298806221095974
– start-page: 6363
  volume-title: 2017 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr74-17298806221095974
– ident: bibr79-17298806221095974
  doi: 10.1109/TASE.2016.2549552
– ident: bibr12-17298806221095974
  doi: 10.9746/sicetr.46.632
– start-page: 1901
  volume-title: 2012 4th IEEE RAS EMBS international conference on biomedical robotics and biomechatronics (BioRob)
  ident: bibr105-17298806221095974
– start-page: 818
  volume-title: 2019 International Conference on Robotics and Automation (ICRA)
  ident: bibr116-17298806221095974
– start-page: 978
  volume-title: 2013 IEEE international conference on industrial technology (ICIT)
  ident: bibr36-17298806221095974
– start-page: 618
  volume-title: 2020 IEEE International Conference on Robotics and Automation (ICRA)
  ident: bibr58-17298806221095974
– ident: bibr125-17298806221095974
  doi: 10.1002/aisy.202100095
– ident: bibr69-17298806221095974
  doi: 10.1109/TMECH.2012.2195500
– start-page: 1045
  volume-title: 2016 IEEE-RAS 16th international conference on humanoid robots (humanoids)
  ident: bibr41-17298806221095974
– start-page: 3928
  volume-title: 2016 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr117-17298806221095974
– start-page: 2118
  volume-title: 2015 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr38-17298806221095974
– start-page: 913
  volume-title: Proceedings of 2007 IEEE international conference on robotics and automation
  ident: bibr46-17298806221095974
– ident: bibr59-17298806221095974
  doi: 10.1109/LRA.2020.2977257
– ident: bibr33-17298806221095974
  doi: 10.1016/j.mechatronics.2012.09.005
– start-page: 3425
  volume-title: 2008 IEEE international conference on robotics and automation
  ident: bibr6-17298806221095974
– ident: bibr100-17298806221095974
– ident: bibr67-17298806221095974
– ident: bibr122-17298806221095974
  doi: 10.1109/TOH.2017.2753233
– volume: 4
  volume-title: “Touch,” in Handbook of psychology, experimental psychology
  year: 2003
  ident: bibr127-17298806221095974
– ident: bibr83-17298806221095974
  doi: 10.1109/LRA.2017.2662071
– start-page: 3339
  volume-title: 2014 IEEE/RSJ international conference on intelligent robots and systems
  ident: bibr107-17298806221095974
– ident: bibr39-17298806221095974
  doi: 10.1089/soro.2017.0052
– start-page: 3629
  volume-title: 2019 International conference on robotics and automation (ICRA)
  ident: bibr112-17298806221095974
– ident: bibr81-17298806221095974
  doi: 10.1016/j.sna.2020.111972
– start-page: 6400
  volume-title: 2014 IEEE international conference on robotics and automation (ICRA)
  ident: bibr71-17298806221095974
– start-page: 203
  volume-title: 2019 IEEE international conference on robotics and biomimetics (ROBIO)
  ident: bibr48-17298806221095974
– ident: bibr88-17298806221095974
  doi: 10.1016/j.robot.2017.04.017
– ident: bibr110-17298806221095974
  doi: 10.1016/j.ins.2017.07.017
– start-page: 762
  volume-title: Intelligent robotics and applications
  ident: bibr45-17298806221095974
– ident: bibr82-17298806221095974
  doi: 10.1126/science.abd3643
– ident: bibr95-17298806221095974
  doi: 10.3390/s20041050
– ident: bibr111-17298806221095974
  doi: 10.1109/LRA.2018.2852779
– start-page: 137
  volume-title: 2017 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr97-17298806221095974
– ident: bibr99-17298806221095974
– ident: bibr57-17298806221095974
  doi: 10.1016/0736-5845(84)90081-4
– ident: bibr18-17298806221095974
  doi: 10.1080/01691864.2013.813431
– start-page: 5065
  volume-title: 2015 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr85-17298806221095974
– ident: bibr65-17298806221095974
  doi: 10.1007/s43154-021-00065-2
– ident: bibr7-17298806221095974
  doi: 10.1109/TRO.2011.2132930
– ident: bibr54-17298806221095974
  doi: 10.1299/jamdsm.2.860
– start-page: 8855
  volume-title: 2020 IEEE international conference on robotics and automation (ICRA)
  ident: bibr123-17298806221095974
– start-page: 1
  year: 2020
  ident: bibr17-17298806221095974
  publication-title: IEEE Trans Robot
– start-page: 1
  volume-title: 2019 International joint conference on neural networks (IJCNN)
  ident: bibr84-17298806221095974
– start-page: 9035
  volume-title: 2019 International conference on robotics and automation (ICRA)
  ident: bibr87-17298806221095974
– volume: 3
  start-page: 2081
  volume-title: Proceedings of 1998 IEEE international conference on robotics and automation (Cat. No.98CH36146)
  ident: bibr27-17298806221095974
  doi: 10.1109/ROBOT.1998.680625
– ident: bibr60-17298806221095974
  doi: 10.1007/s11432-018-9699-7
– volume-title: Handbook of modern sensors: physics, designs, and applications
  year: 2003
  ident: bibr9-17298806221095974
– ident: bibr42-17298806221095974
  doi: 10.1146/annurev-control-060117-105003
– start-page: 165
  volume-title: 2016 IEEE international conference on robotics and automation (ICRA)
  ident: bibr109-17298806221095974
– ident: bibr128-17298806221095974
  doi: 10.1002/adma.201501436
– ident: bibr75-17298806221095974
  doi: 10.1109/TRO.2021.3060342
– ident: bibr31-17298806221095974
  doi: 10.1177/027836498200100102
– ident: bibr55-17298806221095974
  doi: 10.1007/978-3-319-03017-3_19
– start-page: 590
  volume-title: 2019 Third IEEE international conference on robotic computing (IRC)
  ident: bibr126-17298806221095974
– ident: bibr52-17298806221095974
  doi: 10.1109/TOH.2009.47
– start-page: 2539
  volume-title: 2013 IEEE/RSJ international conference on intelligent robots and systems
  ident: bibr53-17298806221095974
– start-page: 430
  volume-title: 2017 IEEE international conference on robotics and biomimetics (ROBIO)
  ident: bibr94-17298806221095974
– start-page: 2098
  volume-title: 2009 IEEE international conference on robotics and automation
  ident: bibr40-17298806221095974
– ident: bibr24-17298806221095974
  doi: 10.1108/01439910010371597
– start-page: 1637
  volume-title: SENSORS, IEEE
  ident: bibr5-17298806221095974
– start-page: 3368
  volume-title: 2014 IEEE/RSJ international conference on intelligent robots and systems
  ident: bibr90-17298806221095974
– start-page: 1674
  volume-title: Proceedings 2006 IEEE international conference on robotics and automation, 2006. ICRA 2006
  ident: bibr30-17298806221095974
– volume: 4
  start-page: 982
  volume-title: Proceedings of 14 annual conference of industrial electronics society
  ident: bibr56-17298806221095974
  doi: 10.1109/IECON.1988.666278
– ident: bibr3-17298806221095974
  doi: 10.1177/0278364919887447
– ident: bibr35-17298806221095974
  doi: 10.1109/JSEN.2021.3100149
– ident: bibr124-17298806221095974
  doi: 10.1109/TSMC.2019.2901955
– start-page: 158
  volume-title: 2016 IEEE international conference on robotics and automation (ICRA)
  ident: bibr106-17298806221095974
– ident: bibr64-17298806221095974
  doi: 10.1126/scirobotics.abc8801
– volume: 1
  start-page: 109
  volume-title: Proceedings of 2001 ICRA. IEEE international conference on robotics and automation (Cat. No.01CH37164)
  ident: bibr28-17298806221095974
  doi: 10.1109/ROBOT.2001.932538
– ident: bibr15-17298806221095974
  doi: 10.1109/ACCESS.2015.2482543
– ident: bibr121-17298806221095974
  doi: 10.1109/LRA.2020.3010461
– ident: bibr11-17298806221095974
  doi: 10.1016/j.robot.2015.07.015
– volume: 5
  start-page: 4736
  volume-title: IEEE international conference on robotics and automation, 2004. Proceedings of ICRA
  ident: bibr32-17298806221095974
– ident: bibr91-17298806221095974
– ident: bibr44-17298806221095974
  doi: 10.1109/TMECH.2002.802720
– start-page: 7
  volume-title: 2010 IEEE 9th international conference on development and learning
  ident: bibr114-17298806221095974
– volume: 5
  start-page: 1
  year: 2020
  ident: bibr61-17298806221095974
  publication-title: IEEE Robot Automat Lett
  doi: 10.1109/LRA.2019.2959386
– start-page: 121
  volume-title: 2015 IEEE-RAS 15th international conference on humanoid robots (humanoids)
  ident: bibr115-17298806221095974
– ident: bibr26-17298806221095974
  doi: 10.1002/adfm.201907312
– start-page: 102
  volume-title: 2019 2nd IEEE international conference on soft robotics (RoboSoft)
  ident: bibr77-17298806221095974
– ident: bibr10-17298806221095974
  doi: 10.3390/s17112653
– ident: bibr102-17298806221095974
  doi: 10.1108/IR-08-2018-0175
– start-page: 1288
  volume-title: Proceedings of the International Conference on ICCAS2022
  ident: bibr43-17298806221095974
– start-page: 179
  volume-title: 2016 IEEE-RAS 16th international conference on humanoid robots (humanoids)
  ident: bibr72-17298806221095974
– start-page: 1614
  volume-title: 2018 IEEE/RSJ international conference on intelligent robots and systems (IROS)
  ident: bibr66-17298806221095974
– start-page: 159
  volume-title: 2006 IEEE international conference on robotics and biomimetics
  ident: bibr50-17298806221095974
– ident: bibr131-17298806221095974
  doi: 10.1002/adma.201500917
– start-page: 452
  volume-title: 2020 3rd IEEE international conference on soft robotics (RoboSoft)
  ident: bibr47-17298806221095974
– start-page: 7772
  volume-title: 2018 IEEE international conference on robotics and automation (ICRA)
  ident: bibr98-17298806221095974
– ident: bibr8-17298806221095974
  doi: 10.1109/JSEN.2012.2220345
– start-page: 622
  volume-title: 2016 International symposium on experimental robotics
  ident: bibr119-17298806221095974
– ident: bibr13-17298806221095974
  doi: 10.1109/JSEN.2018.2868340
– ident: bibr25-17298806221095974
  doi: 10.1109/TIE.2019.2945212
– start-page: 304
  volume-title: 2015 IEEE international conference on robotics and automation (ICRA)
  ident: bibr96-17298806221095974
– ident: bibr78-17298806221095974
  doi: 10.1109/TIM.2016.2514779
– ident: bibr62-17298806221095974
  doi: 10.1002/adma.202000969
– ident: bibr51-17298806221095974
  doi: 10.1163/156855308X314533
– ident: bibr16-17298806221095974
  doi: 10.1109/JSEN.2013.2279056
– ident: bibr19-17298806221095974
  doi: 10.3390/s16070961
– ident: bibr49-17298806221095974
  doi: 10.1016/j.sna.2005.09.023
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Snippet Sensory perception for dexterous robotic hands is an active research area and recent progress in robotics. Effective dexterous manipulation requires robotic...
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Robotics
Sensors
Sensory perception
State-of-the-art reviews
Title A review on sensory perception for dexterous robotic manipulation
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