IEEE Technology and Society Magazine - June 2017 - 37

EMG
Electrode
Sensor

EMG
Acquisition

High Gain
Instrumentation
Amplifier

Bandpass
Filter
(300-1,200 Hz)

Signal Processing
PreProcessing
and
Filtering

Windowing
and
Pattern
Selection

Muscle
Detection

+

Activation
Pattern for
Muscles

Decoding
Model
Selection

-

Muscle
Inspired
Algorithm
on Arouino

D/A
Converter

Feature
Selection

Tens
Machine

Instrumentation
Amplifier

Classification

A/D
Converter

EMG
Electrode
Sensor

Figure 1. Block diagram flow.

the process is repeated till the performance accuracy is achieved.
The system provides an easy to use
non-invasive technique to improve
the mobility of paralyzed people to
help them lead a dignified life.

OpiniOn

The block diagram flow is depicted in Figure 1.

Author Information
Sunil Jacob is a Professor in the
Department of Electronics and Com-

munication Engineering at SCMS
School of Engineering and Technology, Karukutty, Angamaly, Kerala,
India. Email: suniljacob@scms
group.org.

(continued from page 34)

can be to track your own actions to
identify your values, let alone build
code, a machine, or a system that
can represent beliefs of users in
their output. This is why it's so critically important to support the technologist creating AI/AS to improve our
beneficial future. If you'd like to join
our work with the IEEE Global Initiative, please get in touch with me (I'm
JUNE 2017

the Executive Director) and we'll get
you involved on a Committee or a
Standards Working Group.
That way when you think of the
question, "How will machines know
what we value if we don't know ourselves" you can work with the rest
of the thought leaders trying to
provide expert and thoughtful guidance to the ethical considerations
∕

IEEE Technology and Society Magazine

guiding AI/AS into a positive and
pragmatic future.

Author Information
John C. Havens is Executive Director
of The Global Initiative for Ethical
Considerations in the Design of
Autonomous Systems and author of,
Heartificial Intelligence. Email: John
.Havens.US@ieee.org.

37


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