IEEE Robotics & Automation Magazine - December 2019 - 102

Both hands are equipped with position and current sensors
on their motors to reconstruct the applied grasp force. Addi-
tionally, the hands' fingertips can be conveniently equipped
with IMUs to allow for the estimation of contact events and
surface roughness, as described in [18]. Each actuation mod-
ule is equipped with three position sensors (on the two prime
movers and on the output shaft) to measure the spring deflec-
tion. This measurement can be used to estimate the torque
applied by each motor and, in turn, to estimate the external
wrenches applied to the end effectors, using the least-square
approach explained in [19].

Visual
Output

Input

Mechatronics, Software, and Communication
Architecture
ALTER-EGO is equipped with a computational unit (NUC i5
compact computer) for managing the control architecture,
vision streaming, and compression algorithms. The low-level
communication layer between the actuation units, wheels, sen-
sors, and end effectors is based on an RS485 protocol (2 Mb/s).

The robot is equipped with two 24-V batteries that have a
total capacity of 48,000 mAh and a peak current of 100 A. A
dedicated 12-V battery with a total capacity of 30,000 mAh is
used to supply the computational units.
The ALTER-EGO software architecture is organized into
four layers, as displayed in Figure 2(d). The first layer is con-
stituted by the firmware running in each board used to con-
trol the joints, end effectors, motor wheels, and sensors. A
second layer, also embedded in the electronic boards, manag-
es the communication bus among the different devices that
constitute the robot's hardware. A third software layer (i.e., an
application programming interface) supports the communi-
cation between the second layer and the ROS modules. Each
ROS module manages the nodes used for the base motion,
balancing, arms-IK, feedforward gravity compensation, end-
effector wrench estimation, localization, mapping, navigation,
and vision. Finally, a fourth layer is used to communicate with
the pilot station and manages the robot in both autonomous
and teleoperated modes.

(a)

(b)

Stereo Vision Data

Oculus VR
Headset

Head Orientation

Arm Joint Positions

Myo
Armband

Hands Closure
Arm Stiffness

IMU

Touch Feedback

Haptic
Feedback

Velocity Reference

Wii Balance
Board

(c)
Figure 5. (a) ALTER-EGO's input and output interfaces. (b) The pilot station used for autonomous and teleoperation mode and (c) the
pilot station used for immersive teleoperation mode.

102

*

IEEE ROBOTICS & AUTOMATION MAGAZINE

*

DECEMBER 2019



IEEE Robotics & Automation Magazine - December 2019

Table of Contents for the Digital Edition of IEEE Robotics & Automation Magazine - December 2019

Contents
IEEE Robotics & Automation Magazine - December 2019 - Cover1
IEEE Robotics & Automation Magazine - December 2019 - Cover2
IEEE Robotics & Automation Magazine - December 2019 - Contents
IEEE Robotics & Automation Magazine - December 2019 - 2
IEEE Robotics & Automation Magazine - December 2019 - 3
IEEE Robotics & Automation Magazine - December 2019 - 4
IEEE Robotics & Automation Magazine - December 2019 - 5
IEEE Robotics & Automation Magazine - December 2019 - 6
IEEE Robotics & Automation Magazine - December 2019 - 7
IEEE Robotics & Automation Magazine - December 2019 - 8
IEEE Robotics & Automation Magazine - December 2019 - 9
IEEE Robotics & Automation Magazine - December 2019 - 10
IEEE Robotics & Automation Magazine - December 2019 - 11
IEEE Robotics & Automation Magazine - December 2019 - 12
IEEE Robotics & Automation Magazine - December 2019 - 13
IEEE Robotics & Automation Magazine - December 2019 - 14
IEEE Robotics & Automation Magazine - December 2019 - 15
IEEE Robotics & Automation Magazine - December 2019 - 16
IEEE Robotics & Automation Magazine - December 2019 - 17
IEEE Robotics & Automation Magazine - December 2019 - 18
IEEE Robotics & Automation Magazine - December 2019 - 19
IEEE Robotics & Automation Magazine - December 2019 - 20
IEEE Robotics & Automation Magazine - December 2019 - 21
IEEE Robotics & Automation Magazine - December 2019 - 22
IEEE Robotics & Automation Magazine - December 2019 - 23
IEEE Robotics & Automation Magazine - December 2019 - 24
IEEE Robotics & Automation Magazine - December 2019 - 25
IEEE Robotics & Automation Magazine - December 2019 - 26
IEEE Robotics & Automation Magazine - December 2019 - 27
IEEE Robotics & Automation Magazine - December 2019 - 28
IEEE Robotics & Automation Magazine - December 2019 - 29
IEEE Robotics & Automation Magazine - December 2019 - 30
IEEE Robotics & Automation Magazine - December 2019 - 31
IEEE Robotics & Automation Magazine - December 2019 - 32
IEEE Robotics & Automation Magazine - December 2019 - 33
IEEE Robotics & Automation Magazine - December 2019 - 34
IEEE Robotics & Automation Magazine - December 2019 - 35
IEEE Robotics & Automation Magazine - December 2019 - 36
IEEE Robotics & Automation Magazine - December 2019 - 37
IEEE Robotics & Automation Magazine - December 2019 - 38
IEEE Robotics & Automation Magazine - December 2019 - 39
IEEE Robotics & Automation Magazine - December 2019 - 40
IEEE Robotics & Automation Magazine - December 2019 - 41
IEEE Robotics & Automation Magazine - December 2019 - 42
IEEE Robotics & Automation Magazine - December 2019 - 43
IEEE Robotics & Automation Magazine - December 2019 - 44
IEEE Robotics & Automation Magazine - December 2019 - 45
IEEE Robotics & Automation Magazine - December 2019 - 46
IEEE Robotics & Automation Magazine - December 2019 - 47
IEEE Robotics & Automation Magazine - December 2019 - 48
IEEE Robotics & Automation Magazine - December 2019 - 49
IEEE Robotics & Automation Magazine - December 2019 - 50
IEEE Robotics & Automation Magazine - December 2019 - 51
IEEE Robotics & Automation Magazine - December 2019 - 52
IEEE Robotics & Automation Magazine - December 2019 - 53
IEEE Robotics & Automation Magazine - December 2019 - 54
IEEE Robotics & Automation Magazine - December 2019 - 55
IEEE Robotics & Automation Magazine - December 2019 - 56
IEEE Robotics & Automation Magazine - December 2019 - 57
IEEE Robotics & Automation Magazine - December 2019 - 58
IEEE Robotics & Automation Magazine - December 2019 - 59
IEEE Robotics & Automation Magazine - December 2019 - 60
IEEE Robotics & Automation Magazine - December 2019 - 61
IEEE Robotics & Automation Magazine - December 2019 - 62
IEEE Robotics & Automation Magazine - December 2019 - 63
IEEE Robotics & Automation Magazine - December 2019 - 64
IEEE Robotics & Automation Magazine - December 2019 - 65
IEEE Robotics & Automation Magazine - December 2019 - 66
IEEE Robotics & Automation Magazine - December 2019 - 67
IEEE Robotics & Automation Magazine - December 2019 - 68
IEEE Robotics & Automation Magazine - December 2019 - 69
IEEE Robotics & Automation Magazine - December 2019 - 70
IEEE Robotics & Automation Magazine - December 2019 - 71
IEEE Robotics & Automation Magazine - December 2019 - 72
IEEE Robotics & Automation Magazine - December 2019 - 73
IEEE Robotics & Automation Magazine - December 2019 - 74
IEEE Robotics & Automation Magazine - December 2019 - 75
IEEE Robotics & Automation Magazine - December 2019 - 76
IEEE Robotics & Automation Magazine - December 2019 - 77
IEEE Robotics & Automation Magazine - December 2019 - 78
IEEE Robotics & Automation Magazine - December 2019 - 79
IEEE Robotics & Automation Magazine - December 2019 - 80
IEEE Robotics & Automation Magazine - December 2019 - 81
IEEE Robotics & Automation Magazine - December 2019 - 82
IEEE Robotics & Automation Magazine - December 2019 - 83
IEEE Robotics & Automation Magazine - December 2019 - 84
IEEE Robotics & Automation Magazine - December 2019 - 85
IEEE Robotics & Automation Magazine - December 2019 - 86
IEEE Robotics & Automation Magazine - December 2019 - 87
IEEE Robotics & Automation Magazine - December 2019 - 88
IEEE Robotics & Automation Magazine - December 2019 - 89
IEEE Robotics & Automation Magazine - December 2019 - 90
IEEE Robotics & Automation Magazine - December 2019 - 91
IEEE Robotics & Automation Magazine - December 2019 - 92
IEEE Robotics & Automation Magazine - December 2019 - 93
IEEE Robotics & Automation Magazine - December 2019 - 94
IEEE Robotics & Automation Magazine - December 2019 - 95
IEEE Robotics & Automation Magazine - December 2019 - 96
IEEE Robotics & Automation Magazine - December 2019 - 97
IEEE Robotics & Automation Magazine - December 2019 - 98
IEEE Robotics & Automation Magazine - December 2019 - 99
IEEE Robotics & Automation Magazine - December 2019 - 100
IEEE Robotics & Automation Magazine - December 2019 - 101
IEEE Robotics & Automation Magazine - December 2019 - 102
IEEE Robotics & Automation Magazine - December 2019 - 103
IEEE Robotics & Automation Magazine - December 2019 - 104
IEEE Robotics & Automation Magazine - December 2019 - 105
IEEE Robotics & Automation Magazine - December 2019 - 106
IEEE Robotics & Automation Magazine - December 2019 - 107
IEEE Robotics & Automation Magazine - December 2019 - 108
IEEE Robotics & Automation Magazine - December 2019 - 109
IEEE Robotics & Automation Magazine - December 2019 - 110
IEEE Robotics & Automation Magazine - December 2019 - 111
IEEE Robotics & Automation Magazine - December 2019 - 112
IEEE Robotics & Automation Magazine - December 2019 - 113
IEEE Robotics & Automation Magazine - December 2019 - 114
IEEE Robotics & Automation Magazine - December 2019 - 115
IEEE Robotics & Automation Magazine - December 2019 - 116
IEEE Robotics & Automation Magazine - December 2019 - 117
IEEE Robotics & Automation Magazine - December 2019 - 118
IEEE Robotics & Automation Magazine - December 2019 - 119
IEEE Robotics & Automation Magazine - December 2019 - 120
IEEE Robotics & Automation Magazine - December 2019 - 121
IEEE Robotics & Automation Magazine - December 2019 - 122
IEEE Robotics & Automation Magazine - December 2019 - 123
IEEE Robotics & Automation Magazine - December 2019 - 124
IEEE Robotics & Automation Magazine - December 2019 - 125
IEEE Robotics & Automation Magazine - December 2019 - 126
IEEE Robotics & Automation Magazine - December 2019 - 127
IEEE Robotics & Automation Magazine - December 2019 - 128
IEEE Robotics & Automation Magazine - December 2019 - 129
IEEE Robotics & Automation Magazine - December 2019 - 130
IEEE Robotics & Automation Magazine - December 2019 - 131
IEEE Robotics & Automation Magazine - December 2019 - 132
IEEE Robotics & Automation Magazine - December 2019 - 133
IEEE Robotics & Automation Magazine - December 2019 - 134
IEEE Robotics & Automation Magazine - December 2019 - 135
IEEE Robotics & Automation Magazine - December 2019 - 136
IEEE Robotics & Automation Magazine - December 2019 - 137
IEEE Robotics & Automation Magazine - December 2019 - 138
IEEE Robotics & Automation Magazine - December 2019 - 139
IEEE Robotics & Automation Magazine - December 2019 - 140
IEEE Robotics & Automation Magazine - December 2019 - 141
IEEE Robotics & Automation Magazine - December 2019 - 142
IEEE Robotics & Automation Magazine - December 2019 - 143
IEEE Robotics & Automation Magazine - December 2019 - 144
IEEE Robotics & Automation Magazine - December 2019 - 145
IEEE Robotics & Automation Magazine - December 2019 - 146
IEEE Robotics & Automation Magazine - December 2019 - 147
IEEE Robotics & Automation Magazine - December 2019 - 148
IEEE Robotics & Automation Magazine - December 2019 - 149
IEEE Robotics & Automation Magazine - December 2019 - 150
IEEE Robotics & Automation Magazine - December 2019 - 151
IEEE Robotics & Automation Magazine - December 2019 - 152
IEEE Robotics & Automation Magazine - December 2019 - Cover3
IEEE Robotics & Automation Magazine - December 2019 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2023
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2022
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2021
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2020
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2019
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2018
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2017
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2016
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2015
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2014
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2013
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2012
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_june2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_march2011
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_december2010
https://www.nxtbook.com/nxtbooks/ieee/roboticsautomation_september2010
https://www.nxtbookmedia.com