HANDBOOK OF
MODERN SENSORS
P H Y S I C S, D E S I G N S, a n d A P P L I C A T I O N S
Third Edition
Springer
New York
Berlin
Heidelberg
Hong Kong
London
Milan
Paris
Tokyo
HANDBOOK OF
MODERN SENSORS
P HY S I C S, D E S I G N S, a n d A P P L I C AT I O N S
Third Edition
JACOB FRADEN
Advanced Monitors Corporation
San Diego, California
With
403 Iillustrations
Jacob Fraden
Advanced Monitors Corporation
6255 Ferris Square, Suite M
San Diego, CA 92121
USA
[email protected]
Library of Congress Cataloging-in-Publication Data
Fraden, Jacob
Handbook of modern sensors : physics, designs, and applications / Jacob Fraden.–3rd ed.
p. cm.
Includes bibliographical references and index.
ISBN 0-387-00750-4 (alk. paper)
1. Detectors–Handbooks, manuals, etc. 2. Interface circuits–Handbooks, manuals, etc.
I. Title.
TA165.F723 2003
681 .2—dc21
ISBN 0-387-00750-4
2003044597
Printed on acid-free paper.
AIP Press is an imprint of Springer-Verlag, Inc.
© 2004, 1996 Springer-Verlag New York, Inc.
All rights reserved. This work may not be translated or copied in whole or in part without the written
permission of the publisher (Springer-Verlag New York, Inc., 175 Fifth Avenue, New York, NY 10010,
USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with
any form of information storage and retrieval, electronic adaptation, computer software, or by similar or
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Printed in the United States of America.
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To the memory of my father
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Preface
Seven years have passed since the publication of the previous edition of this book.
During that time, sensor technologies have made a remarkable leap forward. The
sensitivity of the sensors became higher, the dimensions became smaller, the selectivity became better, and the prices became lower. What have not changed are the
fundamental principles of the sensor design. They are still governed by the laws of
Nature. Arguably one of the greatest geniuses who ever lived, Leonardo Da Vinci,
had his own peculiar way of praying. He was saying, “Oh Lord, thanks for Thou do
not violate your own laws.” It is comforting indeed that the laws of Nature do not
change as time goes by; it is just our appreciation of them that is being refined. Thus,
this new edition examines the same good old laws of Nature that are employed in
the designs of various sensors. This has not changed much since the previous edition.
Yet, the sections that describe the practical designs are revised substantially. Recent
ideas and developments have been added, and less important and nonessential designs
were dropped. Probably the most dramatic recent progress in the sensor technologies
relates to wide use of MEMS and MEOMS (micro-electro-mechanical systems and
micro-electro-opto-mechanical systems). These are examined in this new edition with
greater detail.
This book is about devices commonly called sensors. The invention of a microprocessor has brought highly sophisticated instruments into our everyday lives.
Numerous computerized appliances, of which microprocessors are integral parts,
wash clothes and prepare coffee, play music, guard homes, and control room temperature. Microprocessors are digital devices that manipulate binary codes generally
represented by electric signals. Yet, we live in an analog world where these devices
function among objects that are mostly not digital. Moreover, this world is generally
not electrical (apart from the atomic level). Digital systems, however complex and
intelligent they might be, must receive information from the outside world. Sensors
are interface devices between various physical values and electronic circuits who
“understand” only a language of moving electrical charges. In other words, sensors
are the eyes, ears, and noses of silicon chips. Sensors have become part of everyone’s
life. In the United States alone, they comprise a $12 billion industry.
VIII
Preface
In the course of my engineering work, I often felt a strong need for a book that
would combine practical information on diversified subjects related to the most important physical principles, design, and use of various sensors. Surely, I could find almost
all I had to know in texts on physics, electronics, technical magazines, and manufacturers’ catalogs. However, the information is scattered over many publications, and
almost every question I was pondering required substantial research work and numerous trips to the library. Little by little, I have been gathering practical information
on everything that in any way was related to various sensors and their applications
to scientific and engineering measurements. Soon, I realized that the information I
collected might be quite useful to more than one person. This idea prompted me to
write this book.
In setting my criteria for selecting various sensors for this edition, I attempted to
keep the scope of this book as broad as possible, opting for brief descriptions of many
different designs (without being trivial, I hope) rather than fewer treated in greater
depth. This volume attempts (immodestly perhaps) to cover a very broad range of
sensors and detectors. Many of them are well known, but describing them is still
useful for students and those who look for a convenient reference. It is the author’s
intention to present a comprehensive and up-to-date account of the theory (physical
principles), design, and practical implementations of various (especially the newest)
sensors for scientific, industrial, and consumer applications. The topics included in
the book reflect the author’s own preferences and interpretations. Some may find a
description of a particular sensor either too detailed or too broad or, contrary, too
brief. In most cases, the author tried to make an attempt to strike a balance between
a detailed description and a simplicity of coverage.
This volume covers many modern sensors and detectors. It is clear that one book
cannot embrace the whole variety of sensors and their applications, even if it is called
something like The Encyclopedia of Sensors. This is a different book, and the author’s task was much less ambitious. Here, an attempt has been made to generate a
reference text that could be used by students, researchers interested in modern instrumentation (applied physicists and engineers), sensor designers, application engineers,
and technicians whose job is to understand, select, and/or design sensors for practical
systems.
The previous editions of this book have been used quite extensively as desktop
references and textbooks for the related college courses. Comments and suggestions
from the sensor designers, professors, and students prompted me to implement several
changes and correct errors.
Jacob Fraden
San Diego, California
November 2003
Contents
Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . VII
1
Data Acquisition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
1.1 Sensors, Signals, and Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
1
1.2 Sensor Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7
1.3 Units of Measurements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
2
Sensor Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.1 Transfer Function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.2 Span (Full-Scale Input) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.3 Full-Scale Output . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.4 Accuracy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.5 Calibration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.6 Calibration Error . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.7 Hysteresis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.8 Nonlinearity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.9 Saturation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.10 Repeatability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.11 Dead Band . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.12 Resolution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.13 Special Properties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.14 Output Impedance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.15 Excitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.16 Dynamic Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.17 Environmental Factors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.18 Reliability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.19 Application Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2.20 Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13
13
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Contents
3
Physical Principles of Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.1 Electric Charges, Fields, and Potentials . . . . . . . . . . . . . . . . . . . . . . . .
3.2 Capacitance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.2.1 Capacitor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.2.2 Dielectric Constant . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.3 Magnetism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.3.1 Faraday’s Law . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.3.2 Solenoid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.3.3 Toroid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.3.4 Permanent Magnets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.4 Induction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.5 Resistance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.5.1 Specific Resistivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.5.2 Temperature Sensitivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.5.3 Strain Sensitivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.5.4 Moisture Sensitivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.6 Piezoelectric Effect . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.6.1 Piezoelectric Films . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.7 Pyroelectric Effect . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.8 Hall Effect . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.9 Seebeck and Peltier Effects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.10 Sound Waves . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.11 Temperature and Thermal Properties of Materials . . . . . . . . . . . . . . . .
3.11.1 Temperature Scales . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.11.2 Thermal Expansion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.11.3 Heat Capacity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12 Heat Transfer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12.1 Thermal Conduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12.2 Thermal Convection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12.3 Thermal Radiation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12.3.1 Emissivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.12.3.2 Cavity Effect . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.13 Light . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.14 Dynamic Models of Sensor Elements . . . . . . . . . . . . . . . . . . . . . . . . . .
3.14.1 Mechanical Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.14.2 Thermal Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.14.3 Electrical Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
3.14.4 Analogies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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106
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113
115
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119
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4
Optical Components of Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.1 Radiometry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.2 Photometry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.3 Windows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.4 Mirrors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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125
129
132
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Contents
5
XI
4.5 Lenses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.6 Fresnel Lenses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.7 Fiber Optics and Waveguides . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.8 Concentrators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.9 Coatings for Thermal Absorption . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.10 Electro-optic and Acousto-optic Modulators . . . . . . . . . . . . . . . . . . . .
4.11 Interferometric Fiber-optic Modulation . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
136
137
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144
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149
Interface Electronic Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.1 Input Characteristics of Interface Circuits . . . . . . . . . . . . . . . . . . . . . .
5.2 Amplifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.2.1 Operational Amplifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.2.2 Voltage Follower . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.2.3 Instrumentation Amplifier . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.2.4 Charge Amplifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.3 Excitation Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.3.1 Current Generators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.3.2 Voltage References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.3.3 Oscillators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.3.4 Drivers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.4 Analog-to-Digital Converters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.4.1 Basic Concepts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.4.2 V/F Converters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.4.3 Dual-Slope Converter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.4.4 Successive-Approximation Converter . . . . . . . . . . . . . . . . . . .
5.4.5 Resolution Extension . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.5 Direct Digitization and Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.6 Ratiometric Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.7 Bridge Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.7.1 Disbalanced Bridge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.7.2 Null-Balanced Bridge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.7.3 Temperature Compensation of Resistive Bridge . . . . . . . . . . .
5.7.4 Bridge Amplifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.8 Data Transmission . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.8.1 Two-Wire Transmission . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.8.2 Four-Wire Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.8.3 Six-Wire Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9 Noise in Sensors and Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.1 Inherent Noise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.2 Transmitted Noise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.3 Electric Shielding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.4 Bypass Capacitors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.5 Magnetic Shielding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.6 Mechanical Noise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Contents
5.9.7 Ground Planes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.9.8 Ground Loops and Ground Isolation . . . . . . . . . . . . . . . . . . . .
5.9.9 Seebeck Noise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.10 Batteries for Low Power Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.10.1 Primary Cells . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
5.10.2 Secondary Cells . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
218
219
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222
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6
Occupancy and Motion Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.1 Ultrasonic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.2 Microwave Motion Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.3 Capacitive Occupancy Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.4 Triboelectric Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.5 Optoelectronic Motion Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.5.1 Sensor Structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.5.1.1 Multiple Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.5.1.2 Complex Sensor Shape . . . . . . . . . . . . . . . . . . . . . . .
6.5.1.3 Image Distortion . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
6.5.1.4 Facet Focusing Element . . . . . . . . . . . . . . . . . . . . . . .
6.5.2 Visible and Near-Infrared Light Motion Detectors . . . . . . . . .
6.5.3 Far-Infrared Motion Detectors . . . . . . . . . . . . . . . . . . . . . . . . .
6.5.3.1 PIR Motion Detectors . . . . . . . . . . . . . . . . . . . . . . . .
6.5.3.2 PIR Sensor Efficiency Analysis . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Position, Displacement, and Level . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.1 Potentiometric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.2 Gravitational Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.3 Capacitive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4 Inductive and Magnetic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.1 LVDT and RVDT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.2 Eddy Current Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.3 Transverse Inductive Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.4 Hall Effect Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.5 Magnetoresistive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.4.6 Magnetostrictive Detector . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5 Optical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5.1 Optical Bridge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5.2 Proximity Detector with Polarized Light . . . . . . . . . . . . . . . . .
7.5.3 Fiber-Optic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5.4 Fabry–Perot Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5.5 Grating Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.5.6 Linear Optical Sensors (PSD) . . . . . . . . . . . . . . . . . . . . . . . . . .
7.6 Ultrasonic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.7 Radar Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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7.7.1 Micropower Impulse Radar . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.7.2 Ground-Penetrating Radar . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.8 Thickness and Level Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.8.1 Ablation Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.8.2 Thin-Film Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
7.8.3 Liquid-Level Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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8
Velocity and Acceleration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.1 Accelerometer Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.2 Capacitive Accelerometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.3 Piezoresistive Accelerometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.4 Piezoelectric Accelerometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.5 Thermal Accelerometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.5.1 Heated-Plate Accelerometer . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.5.2 Heated-Gas Accelerometer . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.6 Gyroscopes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.6.1 Rotor Gyroscope . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.6.2 Monolithic Silicon Gyroscopes . . . . . . . . . . . . . . . . . . . . . . . . .
8.6.3 Optical Gyroscopes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
8.7 Piezoelectric Cables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Force, Strain, and Tactile Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9.1 Strain Gauges . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9.2 Tactile Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9.3 Piezoelectric Force Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Pressure Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.1 Concepts of Pressure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.2 Units of Pressure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.3 Mercury Pressure Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.4 Bellows, Membranes, and Thin Plates . . . . . . . . . . . . . . . . . . . . . . . . .
10.5 Piezoresistive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.6 Capacitive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.7 VRP Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.8 Optoelectronic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.9 Vacuum Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.9.1 Pirani Gauge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.9.2 Ionization Gauges . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10.9.3 Gas Drag Gauge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Flow Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.1 Basics of Flow Dynamics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.2 Pressure Gradient Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.3 Thermal Transport Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.4 Ultrasonic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.5 Electromagnetic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.6 Microflow Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.7 Breeze Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.8 Coriolis Mass Flow Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
11.9 Drag Force Flow Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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12 Acoustic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.1 Resistive Microphones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.2 Condenser Microphones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.3 Fiber-Optic Microphone . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.4 Piezoelectric Microphones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.5 Electret Microphones . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
12.6 Solid-State Acoustic Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Humidity and Moisture Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.1 Concept of Humidity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.2 Capacitive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.3 Electrical Conductivity Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.4 Thermal Conductivity Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.5 Optical Hygrometer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
13.6 Oscillating Hygrometer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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14
Light Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.2 Photodiodes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.3 Phototransistor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.4 Photoresistors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.5 Cooled Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6 Thermal Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6.1 Golay Cells . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6.2 Thermopile Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6.3 Pyroelectric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6.4 Bolometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.6.5 Active Far-Infrared Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . .
14.7 Gas Flame Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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XV
Radiation Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.1 Scintillating Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.2 Ionization Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.2.1 Ionization Chambers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.2.2 Proportional Chambers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.2.3 Geiger–Müller Counters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
15.2.4 Semiconductor Detectors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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16 Temperature Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.1 Thermoresistive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.1.1 Resistance Temperature Detectors . . . . . . . . . . . . . . . . . . . . . .
16.1.2 Silicon Resistive Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.1.3 Thermistors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.1.3.1 NTC Thermistors . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.1.3.2 Self-Heating Effect in NTC Thermistors . . . . . . . . .
16.1.3.3 PTC Thermistors . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.2 Thermoelectric Contact Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.2.1 Thermoelectric Law . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.2.2 Thermocouple Circuits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.2.3 Thermocouple Assemblies . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.3 Semiconductor P-N Junction Sensors . . . . . . . . . . . . . . . . . . . . . . . . . .
16.4 Optical Temperature Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.4.1 Fluoroptic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.4.2 Interferometric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.4.3 Thermochromic Solution Sensor . . . . . . . . . . . . . . . . . . . . . . .
16.5 Acoustic Temperature Sensor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
16.6 Piezoelectric Temperature Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Chemical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.1 Chemical Sensor Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.2 Specific Difficulties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.3 Classification of Chemical-Sensing Mechanisms . . . . . . . . . . . . . . . .
17.4 Direct Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.1 Metal-Oxide Chemical Sensors . . . . . . . . . . . . . . . . . . . . . . . .
17.4.2 ChemFET . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.3 Electrochemical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.4 Potentiometric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.5 Conductometric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.6 Amperometric Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.4.7 Enhanced Catalytic Gas Sensors . . . . . . . . . . . . . . . . . . . . . . . .
17.4.8 Elastomer Chemiresistors . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5 Complex Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5.1 Thermal Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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17.5.2 Pellister Catalytic Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5.3 Optical Chemical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5.4 Mass Detector . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5.5 Biochemical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.5.6 Enzyme Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.6 Chemical Sensors Versus Instruments . . . . . . . . . . . . . . . . . . . . . . . . . .
17.6.1 Chemometrics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.6.2 Multisensor Arrays . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.6.3 Electronic Noses (Olfactory Sensors) . . . . . . . . . . . . . . . . . . .
17.6.4 Neural Network Signal (Signature) Processing for
Electronic Noses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
17.6.5 “Smart” Chemical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Sensor Materials and Technologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1 Materials . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1.1 Silicon as a Sensing Material . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1.2 Plastics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1.3 Metals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1.4 Ceramics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.1.5 Glasses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.2 Surface Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.2.1 Deposition of Thin and Thick Films . . . . . . . . . . . . . . . . . . . . .
18.2.2 Spin-Casting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.2.3 Vacuum Deposition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.2.4 Sputtering . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.2.5 Chemical Vapor Deposition . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.3 Nano-Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.3.1 Photolithography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.3.2 Silicon Micromachining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.3.2.1 Basic Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . .
18.3.2.2 Wafer bonding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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Appendix . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.1
Chemical Symbols for the Elements . . . . . . . . . . . . . . . . . . . .
Table A.2
SI Multiples . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.3
Derivative SI Units . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.4
SI Conversion Multiples . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.5
Dielectric Constants of Some Materials
at Room Temperature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.6
Properties of Magnetic Materials . . . . . . . . . . . . . . . . . . . . . . .
Table A.7
Resistivities and Temperature Coefficients
of Resistivity of Some Materials at Room Temperature . . . .
Table A.8
Properties of Piezoelectric Materials at 20◦ C . . . . . . . . . . . . .
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Contents
Table A.9
Physical Properties of Pyroelectric Materials . . . . . . . . . . . . .
Table A.10 Characteristics of Thermocouple Types . . . . . . . . . . . . . . . . . .
Table A.11 Thermoelectric Coefficients and Volume Resistivities
of Selected Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.11a Thermocouples for Very Low and Very
High Temperatures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.12 Densities of Some Materials . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.13 Mechanical Properties of Some Solid Materials . . . . . . . . . . .
Table A.14 Mechanical Properties of Some Crystalline Materials . . . . . .
Table A.15 Speed of Sound Waves . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.16 Coefficient of Linear Thermal Expansion
of Some Materials . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.17 Specific Heat and Thermal Conductivity
of Some Materials . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.18 Typical Emissivities of Different Materials . . . . . . . . . . . . . . .
Table A.19 Refractive Indices of Some Materials . . . . . . . . . . . . . . . . . . .
Table A.20 Characteristics of C–Zn and Alkaline Cells . . . . . . . . . . . . . . .
Table A.21 Lithium–Manganese Dioxide Primary Cells . . . . . . . . . . . . . .
Table A.22 Typical Characteristics of “AA”-Size Secondary Cells . . . . .
Table A.23 Miniature Secondary Cells and Batteries . . . . . . . . . . . . . . . . .
Table A.24 Electronic Ceramics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Table A.25 Properties of Glasses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
XVII
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Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 579
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1
Data Acquisition
“It’s as large as life, and twice as natural”
—Lewis Carroll, “Through the Looking Glass”
1.1 Sensors, Signals, and Systems
A sensor is often defined as a device that receives and responds to a signal or stimulus.
This definition is broad. In fact, it is so broad that it covers almost everything from
a human eye to a trigger in a pistol. Consider the level-control system shown in Fig.
1.1 [1]. The operator adjusts the level of fluid in the tank by manipulating its valve.
Variations in the inlet flow rate, temperature changes (these would alter the fluid’s
viscosity and, consequently, the flow rate through the valve), and similar disturbances
must be compensated for by the operator. Without control, the tank is likely to flood, or
run dry. To act appropriately, the operator must obtain information about the level of
fluid in the tank on a timely basis. In this example, the information is perceived by the
sensor, which consists of two main parts: the sight tube on the tank and the operator’s
eye, which generates an electric response in the optic nerve. The sight tube by itself is
not a sensor, and in this particular control system, the eye is not a sensor either. Only
the combination of these two components makes a narrow-purpose sensor (detector),
which is selectively sensitive to the fluid level. If a sight tube is designed properly,
it will very quickly reflect variations in the level, and it is said that the sensor has a
fast speed response. If the internal diameter of the tube is too small for a given fluid
viscosity, the level in the tube may lag behind the level in the tank. Then, we have to
consider a phase characteristic of such a sensor. In some cases, the lag may be quite
acceptable, whereas in other cases, a better sight tube design would be required. Hence,
the sensor’s performance must be assessed only as a part of a data acquisition system.
This world is divided into natural and man-made objects. The natural sensors,
like those found in living organisms, usually respond with signals, having an electrochemical character; that is, their physical nature is based on ion transport, like in the
nerve fibers (such as an optic nerve in the fluid tank operator). In man-made devices,