1IntroductionIndustrial robot requires sensory feedback to:1.
Locate randomly placed object;2. Allow for variations in sape of
objects;!. "rotect a#ainst dan#erous and une$pected situations.
%specially if te robot must work close to umans:&. Allow
'intelli#ent( recovery form error conditions;). "erform quality
control.*e main objective of incorporatin# sensors in robotic
system is to enable robots to work in nonstructural and random
environments.+ensors will make robots more intelli#ent. ,ut te
associated robotic software must ave te ability to receive data
from te sensors and to process te necessary real time information
and commands needed for te decision makin#.-at is +ensin# ./ollect
information about te world+ensor 0 an electrical1mecanical1cemical
device tat maps an environmental attribute to a quantitative
measurement%ac sensor is based on a transduction principle -
conversion of ener#y from one form to anoter*ransduction to
electronics*ermistor: temperature0to0resistance%lectrocemical:
cemistry0to0volta#e"otocurrent: li#t
intensity0to0current"yroelectric: termal
radiation0to0volta#e2umidity: umidity0to0capacitanceLen#t 3L45*:
Linear variable differential transformers6 :
position0to0inductance7icropone: sound pressure0to08anytin#92uman
sensin# and or#ans4ision: eyes 3optics: li#t62earin#: ears
3acoustics: sound6*ouc: skin 3mecanics: eat6;dor: nose 3vapor0pase
cemistry6*aste: ton#ue 3liquid0pase cemistry6/ounterpart.%$tended
ran#es and modalities4ision outside te k2? ran#eAltrasonic ran#e
measurement/emical analysis beyond taste and smell" This is
important when mounting a camera near or on the end)e6ector of a
root")O0" 1olume SensorH A sensor that pro'ide three)dimensional
information" The sensor may otain the information y using the
directional laser or acoustic range ;nders" )T+cematic
representation of a trian#ulation ran#e finderI(A/E RE%RESENTATIONH
Crom the diagram elow" C=7#y> is used to denote the
two)dimensional image out of a tele'ision camera or other imaging
de'ice"H ?7@ and ?y@ denote the spatial coordinates =image
plane>H ?f@ at any point =7#y> is proportional to the
rightness =intensity> of the image at that point"H In form
suitale for computer processing# an image function f=7#y> must e
digiti&ed oth spatially and in amplitude =intensity>"
-igiti&ation of the spatial coordinates =7#y> will e $nown
as image sampling# while amplitude digiti&ation is $nown as
intensity or grey)le'el quanti&ation"H The array of =N# (>
rows and columns# where each sample is sampled uniformly# and also
quanti&ed in intensity is $nown as a digital image" Each
element in the array is called image element# picture element =or
pi7el>"P>E6ects of reducing sampling grid si&e"a>
4*,74*," > ,4D7,4D" c> *,E7*,E" d> D07D0" e> .,7.,"P1
%ffect produced by reducin# te number of intensity levels wile
maintainin# te spatial resolution constant at )12$)12. *e 2)P0:
12O0 and P&0levels are of acceptable quality. a6 2)P: b6 12O:
c6 P&: d6 !2: e6 1P: f6 O: #6 &: and 6 2
levelsP2ILL9(INATION TEC3NI89ESH Illumination of a scene is an
important factor that often a6ects the comple7ity of 'ision
algorithms"H A well designed lighting system illuminates a scene so
that the comple7ity of the resulting image is minimised# while the
information required for o!ect detection and e7traction is
enhanced"H Aritrary lighting of the en'ironment is often not
acceptale ecause it can result in low contras images# specular
re:ections# shadows and e7traneous details"H There are 0 main
illumination techniques for a root wor$ space 2P!ILL9(INATION
TEC3NI89ES*"-ICC9SE)LI/3TIN/H This technique is for smooth# regular
surface o!ect" It is used where surface characteristic are
important"HE7ample2P&5iffuse0li#tin# tecniqueILL9(INATION
TEC3NI89ES,"FACGLI/3TIN/H %roduce lac$ and white image" This
technique suited for applications in which silhouettes of o!ect are
suHcient for recognition or other measurement" H
E7ample2P),ackli#tin# tecniqueILL9(INATION TEC3NI89ES ." STR9CT9RE-
LI/3TIN/H Consist of pro!ecting points# stripes# grids onto wor$
surface"H This lighting technique has , important ad'antages2*" It
estalishes a $nown light pattern on the wor$ space and disturances
of this indicate the presence of an o!ect# thus simplifying the
o!ect detection prolems"," Fy analysing the way which the light
pattern distorted# it is possile to gain insight into
three)dimensional characteristics of the o!ect"PP+tructured li#tin#
tecniqueH The following ;gure illustrates the structured lighting
technique using two light planes pro!ected from di6erent
directions# ut con'erging on a single stripe on the surface" The
two light sources guarantee that the o!ect will rea$ the light
stripe only when it is directly elow the camera"H This technique is
suitale for mo'ing o!ect"H Note2 ?The line scan camera sees only
the line on which the two light planes con'erge# ut two)dimension
information can e accumulated as the o!ect mo'e past the
camera@PJ!. +* Corce 5 Torque Sensors"J&20SI)I0(4 VE+0CI)56
,CCE+E7,)I0( SE(S07S%otentiometerH %otentiometer transducers can e
used to measure oth linear and angular displacementJ)3a6
"otentiometer 3b6 3b6 +cematic dia#ram of te potentiometerLinear
1ariale -i6erential Transformer =L1-T>H L-1T is a roust and
precise de'ice which produce a 'oltage output proportional to the
displacement of a ferrous armature for measurement of root !oints
or end)e6ectors" It is much e7pensi'e ut outperforms the
potentiometer transducer"JPLinear 4ariable 5ifferential *ransformer
3L45*6Corce 5 Torque SensorsH Corce transducers are often ased on
displacement principles" There 'arious type force and torque
transducer a'ailale commerciallyJJA force0measurin# device based on
a compression sprin# and L54*.JO*is fi#ure illustrate a tension
load cell. It can be used to measure te force required to pick up
eavy load in industryCorce 5 Torque SensorsH Corce can e measured
using pie&oelectric principle" H Cigure shows a load washer
type pie&oelectric force transducer" It is designed to measure
a7ial forces" It is preloaded when manufactured and can measure oth
tensile and compressi'e forces"JTCorce 5 Torque SensorsH (easured
using pie&oelectric principle" H Cigure shows a three)component
dynamometer type pie&oelectric force transducer that measures
three orthogonal components of force"O>(otor EncoderIncremental
Optical Encoders) direction ) resolution gratinglight emitterlight
sensordecode circuitryABA leads F Incremental %ncoder: It #enerates
pulses proportional to te rotation speed of te saft.H $irection can
also be indicated wit a two pase encoder:Absolute Optical
Encoders=ray /odeAsed wen loss of reference is not possible. =ray
codes: only one bit can#es at a time 3 less uncertainty6.H *e
information is transferred in parallel form 3many wires are
necessary6.000001011010110111101100000001010011100101110111BinaryOther
Odometry Sensors Resolver Potentiometer = varying resistanceIt as
two stator windin#s positioned at T> de#rees. *e output volta#e
is proportional to te sine or cosine function of te rotorUs an#le.
*e rotor is made up of a tird windin#: windin# /Inertial
SensorsH*yroscopes @(easure the rate of rotation independent of the
coordinate frame @Common applications2 H3eading sensors#Cull
Inertial Na'igation systems =INS>HAccelerometers @(easure
accelerations with respect to an inertial frame @Common
applications2 HTilt sensor in static applications# 1iration
Analysis# Cull INS SystemsAccelerometers HThey measure the inertia
force generated when a mass is a6ected y a change in 'elocity"
HThis force may change @ The tension of a string @ The de:ection of
a eam @ The 'irating frequency of a massAccelerometerH(ain elements
of an accelerometer2 *" (ass ," Suspension mechanism ." Sensing
elementHigh quality acceleroeter! i"clu#e a !er$o loo% to i%ro$e
the li"earity o& the !e"!or'kxdtdxct d x dm F + + =22/yroscopes
HThese de'ices return a signal proportional to the rotational
'elocity" HThere is a large 'ariety of gyroscopes that are ased on
di6erent principles/loal %ositioning System =/%S>Space
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satellites 3Lseveral spares6 broadcast time: identity: orbital
parameters 3latitude: lon#itude: altitude6/loal %ositioning System
=/%S>Space
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satellites 3Lseveral spares6 broadcast time: identity: orbital
parameters 3latitude: lon#itude: altitude6Noise IssuesHReal sensors
are noisyHOrigins2 natural phenomena M less)than)ideal
engineeringHConsequences2 limited accuracy and precision of
measurementsHCiltering2 @software2 a'eraging# signal processing
algorithm@hardware tric$y2 capacitorThan$ youN