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Accelerometer

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(Redirected fromG-Sensor)
Device that measures proper acceleration

Anaccelerometer is a device that measures theproper acceleration of an object.[1] Proper acceleration is theacceleration (therate of change ofvelocity) of the object relative to an observer who is infree fall (that is, relative to aninertial frame of reference).[2] Proper acceleration is different from coordinate acceleration, which is acceleration with respect to a givencoordinate system, which may or may not be accelerating. For example, an accelerometer at rest on the surface of the Earth will measure anacceleration due to Earth's gravity straight upwards[3] of aboutg ≈ 9.81 m/s2. By contrast, an accelerometer that is infree fall will measure zero acceleration.

Accelerometers have many uses in industry, consumer products, and science. Highly sensitive accelerometers are used ininertial navigation systems for aircraft and missiles. Inunmanned aerial vehicles, accelerometers help to stabilize flight. Micromachinedmicro-electromechanical systems (MEMS) accelerometers are used in handheld electronic devices such assmartphones, cameras and video-game controllers todetect movement and orientation of these devices. Vibration in industrial machinery is monitored by accelerometers.Seismometers are sensitive accelerometers for monitoring ground movement such as earthquakes.

An accelerometer

When two or more accelerometers are coordinated with one another, they can measure differences in proper acceleration, particularly gravity, over their separation in space—that is, the gradient of thegravitational field.Gravity gradiometry is useful because absolute gravity is a weak effect and depends on the local density of the Earth, which is quite variable.

A single-axis accelerometer measures acceleration along a specified axis. A multi-axis accelerometer detects both the magnitude and the direction of the proper acceleration, as avector quantity, and is usually implemented as several single-axis accelerometers oriented along different axes.

Physical principles

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An accelerometer measuresproper acceleration, which is the acceleration it experiences relative to freefall and is the acceleration felt by people and objects.[2] Put another way, at any point in spacetime theequivalence principle guarantees the existence of a localinertial frame, and an accelerometer measures the acceleration relative to that frame.[4] Such accelerations are popularly denotedg-force; i.e., in comparison tostandard gravity.

An accelerometer at rest relative to the Earth's surface will indicate approximately 1 gupwards because the Earth's surface exerts a normal force upwards relative to the local inertial frame (the frame of a freely falling object near the surface). To obtain the acceleration due to motion with respect to the Earth, this "gravity offset" must be subtracted and corrections made for effects caused by the Earth's rotation relative to the inertial frame.

The reason for the appearance of a gravitational offset is Einstein'sequivalence principle,[5] which states that the effects of gravity on an object are indistinguishable from acceleration. When held fixed in a gravitational field by, for example, applying a ground reaction force or an equivalent upward thrust, the reference frame for an accelerometer (its own casing) accelerates upwards with respect to a free-falling reference frame. The effects of this acceleration are indistinguishable from any other acceleration experienced by the instrument so that an accelerometer cannot detect the difference between sitting in a rocket on the launch pad, and being in the same rocket in deep space while it uses its engines to accelerate at 1 g. For similar reasons, an accelerometer will readzero during any type offree fall. This includes use in a coasting spaceship in deep space far from any mass, a spaceship orbiting the Earth, an airplane in a parabolic "zero-g" arc, or any free-fall in a vacuum. Another example is free-fall at a sufficiently high altitude that atmospheric effects can be neglected.

However, this does not include a (non-free) fall in which air resistance produces drag forces that reduce the acceleration until constantterminal velocity is reached. At terminal velocity, the accelerometer will indicate 1 g acceleration upwards. For the same reason askydiver, upon reaching terminal velocity, does not feel as though he or she were in "free-fall", but rather experiences a feeling similar to being supported (at 1 g) on a "bed" of uprushing air.

Acceleration is quantified in theSI unitmetres per second per second (m/s2), in thecgs unitgal (Gal), or popularly in terms ofstandard gravity (g).

For the practical purpose of finding the acceleration of objects with respect to the Earth, such as for use in aninertial navigation system, a knowledge of local gravity is required. This can be obtained either by calibrating the device at rest,[6] or from a known model of gravity at the approximate current position.

Structure

[edit]
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A basic mechanical accelerometer is adampedproof mass on aspring. When the accelerometer experiences an acceleration,Newton's third law causes the spring's compression to adjust to exert an equivalent force on the mass to counteract the acceleration. Since the spring's force scales linearly with amount of compression (according toHooke's law) and because the spring constant and mass are known constants, a measurement of the spring's compression is also a measurement of acceleration. The system is damped to preventoscillations of the mass and spring interfering with measurements. However, the damping causes accelerometers to have afrequency response.

Many animals have sensory organs to detect acceleration, especially gravity. In these, the proof mass is usually one or more crystals of calcium carbonateotoliths (Latin for "ear stone") orstatoconia, acting against a bed of hairs connected to neurons. The hairs form the springs, with the neurons as sensors. The damping is usually by a fluid. Many vertebrates, including humans, have these structures in their inner ears. Most invertebrates have similar organs, but not as part of their hearing organs. These are calledstatocysts.

Mechanical accelerometers are often designed so that an electronic circuit senses a small amount of motion, then pushes on the proof mass with some type oflinear motor to keep the proof mass from moving far. The motor might be anelectromagnet or in very small accelerometers,electrostatic. Since the circuit's electronic behavior can be carefully designed, and the proof mass does not move far, these designs can be very stable (i.e. they do notoscillate), very linear with a controlled frequency response. (This is calledservo mode design.)

In mechanical accelerometers, measurement is often electrical,piezoelectric,piezoresistive orcapacitive.Piezoelectric accelerometers use piezoceramic sensors (e.g.lead zirconate titanate) or single crystals (e.g.quartz,tourmaline). They are unmatched in high frequency measurements, low packaged weight, and resistance to high temperatures. Piezoresistive accelerometers resist shock (very high accelerations) better. Capacitive accelerometers typically use a silicon micro-machined sensing element. They measure low frequencies well.

Modern mechanical accelerometers are often smallmicro-electro-mechanical systems (MEMS), and are often very simple MEMS devices, consisting of little more than acantilever beam with aproof mass (also known asseismic mass). Damping results from the residual gas sealed in the device. As long as theQ-factor is not too low, damping does not result in a lower sensitivity.

Under the influence of external accelerations, the proof mass deflects from its neutral position. This deflection is measured in an analog or digital manner. Most commonly, the capacitance between a set of fixed beams and a set of beams attached to the proof mass is measured. This method is simple, reliable, and inexpensive. Integratingpiezoresistors in the springs to detect spring deformation, and thus deflection, is a good alternative, although a few more process steps are needed during the fabrication sequence. For very high sensitivitiesquantum tunnelling is also used; this requires a dedicated process making it very expensive. Optical measurement has been demonstrated in laboratory devices.

Another MEMS-based accelerometer is a thermal (orconvective) accelerometer.[7] It contains a small heater in a very small dome. This heats the air or other fluid inside the dome. The thermal bubble acts as theproof mass. An accompanying temperature sensor (like athermistor; orthermopile) in the dome measures the temperature in one location of the dome. This measures the location of the heated bubble within the dome. When the dome is accelerated, the colder, higher density fluid pushes the heated bubble. The measured temperature changes. The temperature measurement is interpreted as acceleration. The fluid provides the damping. Gravity acting on the fluid provides the spring. Since the proof mass is very lightweight gas, and not held by a beam or lever, thermal accelerometers can survive highshocks. Another variation uses a wire to both heat the gas and detect the change in temperature. The change of temperature changes the resistance of the wire. A two dimensional accelerometer can be economically constructed with one dome, one bubble and two measurement devices.

Most micromechanical accelerometers operatein-plane, that is, they are designed to be sensitive only to a direction in the plane of thedie. By integrating two devices perpendicularly on a single die a two-axis accelerometer can be made. By adding anotherout-of-plane device, three axes can be measured. Such a combination may have much lower misalignment error than three discrete models combined after packaging.

Micromechanical accelerometers are available in a wide variety of measuring ranges, reaching up to thousands ofg's. The designer must compromise between sensitivity and the maximum acceleration that can be measured.

Applications

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Engineering

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Accelerometers can be used to measure vehicle acceleration.Accelerometers can be used to measurevibration on cars, machines, buildings,process control systems and safety installations. They can also be used to measureseismic activity, inclination, machine vibration, dynamic distance and speed with or without the influence of gravity. Applications for accelerometers that measure gravity, wherein an accelerometer is specifically configured for use ingravimetry, are calledgravimeters.

Biology

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Accelerometers are also increasingly used in the biological sciences. High frequency recordings of bi-axial[8] or tri-axial acceleration[9] allows the discrimination of behavioral patterns while animals are out of sight. Furthermore, recordings of acceleration allow researchers to quantify the rate at which an animal is expending energy in the wild, by either determination of limb-stroke frequency[10] or measures such as overall dynamic body acceleration[11] Such approaches have mostly been adopted by marine scientists due to an inability to study animals in the wild using visual observations, however an increasing number of terrestrial biologists are adopting similar approaches. For example, accelerometers have been used to study flight energy expenditure ofHarris's Hawk (Parabuteo unicinctus).[12] Researchers are also using smartphone accelerometers to collect and extract mechano-biological descriptors of resistance exercise.[13] Increasingly, researchers are deploying accelerometers with additional technology, such as cameras or microphones, to better understand animal behaviour in the wild (for example, hunting behaviour ofCanada lynx[14]).

Industry

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Main article:Condition monitoring

Accelerometers are also used for machinery health monitoring to report the vibration and its changes in time of shafts at the bearings of rotating equipment such as turbines,pumps,[15] fans,[16] rollers,[17]compressors,[18][19] or bearing fault[20]which, if not attended to promptly, can lead to costly repairs. Accelerometer vibration data allows the user to monitor machines and detect these faults before the rotating equipment fails completely.

Building and structural monitoring

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Accelerometers are used to measure the motion and vibration of a structure that is exposed to dynamic loads. Dynamic loads originate from a variety of sources including:

  • Human activities – walking, running, dancing or skipping
  • Working machines – inside a building or in the surrounding area
  • Construction work – driving piles, demolition, drilling and excavating
  • Moving loads on bridges
  • Vehicle collisions
  • Impact loads – falling debris
  • Concussion loads – internal and external explosions
  • Collapse of structural elements
  • Wind loads and wind gusts
  • Air blast pressure
  • Loss of support because of ground failure
  • Earthquakes and aftershocks

Under structural applications, measuring and recording how a structure dynamically responds to these inputs is critical for assessing the safety and viability of a structure. This type of monitoring is called Health Monitoring, which usually involves other types of instruments, such as displacement sensors -Potentiometers, LVDTs, etc.- deformation sensors -Strain Gauges, Extensometers-, load sensors -Load Cells, Piezo-Electric Sensors- among others.

Medical applications

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Zoll'sAED Plus uses CPR-D•padz which contain an accelerometer to measure the depth of CPR chest compressions.

Within the last several years, several companies have produced and marketed sports watches for runners that includefootpods, containing accelerometers to help determine the speed and distance for the runner wearing the unit.

In Belgium, accelerometer-based step counters are promoted by the government to encourage people to walk a few thousand steps each day.

Herman Digital Trainer uses accelerometers to measure strike force in physical training.[21][22]

It has been suggested to buildfootball helmets with accelerometers in order to measure the impact of head collisions.[23]

Accelerometers have been used tocalculate gait parameters, such as stance and swing phase. This kind of sensor can be used to measure or monitor people.[24][25]

Navigation

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Main article:Inertial navigation system

An inertial navigation system is anavigation aid that uses a computer and motion sensors (accelerometers) to continuously calculate viadead reckoning the position, orientation, andvelocity (direction and speed of movement) of a moving object without the need for external references. Other terms used to refer to inertial navigation systems or closely related devices include inertial guidance system, inertial reference platform, and many other variations.

An accelerometer alone is unsuitable to determine changes in altitude over distances where the vertical decrease of gravity is significant, such as for aircraft and rockets. In the presence of a gravitational gradient, the calibration and data reduction process is numerically unstable.[26][27]

Transport

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Accelerometers are used to detectapogee in both professional[28] and in amateur[29] rocketry.

Accelerometers are also being used in Intelligent Compaction rollers. Accelerometers are used alongsidegyroscopes in inertial navigation systems.[30]

One of the most common uses forMEMS accelerometers is inairbag deployment systems for modern automobiles. In this case, the accelerometers are used to detect the rapid negative acceleration of the vehicle to determine when a collision has occurred and the severity of the collision. Another common automotive use is inelectronic stability control systems, which use a lateral accelerometer to measure cornering forces. The widespread use of accelerometers in the automotive industry haspushed their cost down dramatically.[31] Another automotive application is the monitoring ofnoise, vibration, and harshness (NVH), conditions that cause discomfort for drivers and passengers and may also be indicators of mechanical faults.

Tilting trains use accelerometers and gyroscopes to calculate the required tilt.[32]

Volcanology

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Modern electronic accelerometers are used inremote sensing devices intended for the monitoring of activevolcanoes to detect the motion ofmagma.[33]

Consumer electronics

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Accelerometers are increasingly being incorporated into personal electronic devices to detect the orientation of the device, for example, a display screen.

Afree-fall sensor (FFS) is an accelerometer used to detect if a system has been dropped and is falling. It can then apply safety measures such as parking the head of ahard disk to prevent ahead crash and resulting data loss upon impact. This device is included in the many common computer and consumer electronic products that are produced by a variety of manufacturers. It is also used in somedata loggers to monitor handling operations forshipping containers. The length of time in free fall is used to calculate the height of drop and to estimate the shock to the package.

Motion input

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Tri-axis Digital Accelerometer byKionix, insideMotorola Xoom

Somesmartphones, digital audio players andpersonal digital assistants contain accelerometers for user interface control; often the accelerometer is used to presentlandscape or portrait views of the device's screen, based on the way the device is being held.Apple has included an accelerometer in every generation ofiPhone,iPad, andiPod touch, as well as in everyiPod nano since the 4th generation. Along with orientation view adjustment, accelerometers in mobile devices can also be used aspedometers, in conjunction with specializedapplications.[34]

Automatic Collision Notification (ACN) systems also use accelerometers in a system to call for help in event of a vehicle crash. Prominent ACN systems includeOnStar AACN service,Ford Link's 911 Assist,Toyota's Safety Connect,Lexus Link, orBMW Assist. Many accelerometer-equipped smartphones also have ACN software available for download. ACN systems are activated by detecting crash-strength accelerations.

Accelerometers are used in vehicleElectronic stability control systems to measure the vehicle's actual movement. A computer compares the vehicle's actual movement to the driver's steering and throttle input. The stability control computer can selectively brake individual wheels and/or reduce engine power to minimize the difference between driver input and the vehicle's actual movement. This can help prevent the vehicle from spinning or rolling over.

Somepedometers use an accelerometer to more accurately measure the number of steps taken and distance traveled than a mechanical sensor can provide.

Nintendo'sWii video game console uses a controller called aWii Remote that contains a three-axis accelerometer and was designed primarily for motion input. Users also have the option of buying an additional motion-sensitive attachment, theNunchuk, so that motion input could be recorded from both of the user's hands independently. Is also used on theNintendo 3DS system.

Sleep phasealarm clocks use accelerometric sensors to detect movement of a sleeper, so that it can wake the person when he/she is not in REM phase, in order to awaken the person more easily.[35]

Sound recording

[edit]

A microphone or eardrum is a membrane that responds to oscillations in air pressure. These oscillations cause acceleration, so accelerometers can be used to record sound.[36] A 2012 study found that voices can be detected by smartphone accelerometers in 93% of typical daily situations.[37]

Conversely, carefully designed sounds can cause accelerometers to report false data. One study tested 20 models of (MEMS) smartphone accelerometers and found that a majority were susceptible to this attack.[38]

Orientation sensing

[edit]

A number of 21st-century devices use accelerometers to align the screen depending on the direction the device is held (e.g., switching betweenportrait and landscape modes). Such devices include manytablet PCs and somesmartphones anddigital cameras. The AmidaSimputer, a handheld Linux device launched in 2004, was the first commercial handheld to have a built-in accelerometer. It incorporated many gesture-based interactions using this accelerometer, including page-turning, zoom-in and zoom-out of images, change of portrait to landscape mode, and many simple gesture-based games.

As of January 2009, almost all new mobile phones and digital cameras contain at least atilt sensor and sometimes an accelerometer for the purpose of auto image rotation, motion-sensitive mini-games, and correcting shake when taking photographs.

Image stabilization

[edit]

Camcorders use accelerometers forimage stabilization, either by moving optical elements to adjust the light path to the sensor to cancel out unintended motions or digitally shifting the image to smooth out detected motion. Some stills cameras use accelerometers for anti-blur capturing. The camera holds off capturing the image when the camera is moving. When the camera is still (if only for a millisecond, as could be the case for vibration), the image is captured. An example of the application of this technology is the Glogger VS2,[39] a phone application which runs onSymbian based phones with accelerometers such as theNokia N96. Some digital cameras contain accelerometers to determine the orientation of the photo being taken and also for rotating the current picture when viewing.

Device integrity

[edit]
Main article:Active hard-drive protection

Many laptops feature an accelerometer which is used to detect drops. If a drop is detected, the heads of thehard disk are parked to avoid data loss and possible head or disk damage by the ensuingshock.

Gravimetry

[edit]
Main article:gravimeter

Agravimeter or gravitometer, is an instrument used ingravimetry for measuring the localgravitational field. A gravimeter is a type of accelerometer, except that accelerometers are susceptible to allvibrations includingnoise, that cause oscillatory accelerations. This is counteracted in the gravimeter by integral vibration isolation andsignal processing. Though the essential principle of design is the same as in accelerometers, gravimeters are typically designed to be much more sensitive than accelerometers in order to measure very tiny changes within theEarth's gravity, of 1g. In contrast, other accelerometers are often designed to measure 1000g or more, and many perform multi-axial measurements. The constraints ontemporal resolution are usually less for gravimeters, so that resolution can be increased by processing the output with a longer "time constant".

Types of accelerometer

[edit]

Exploits and privacy concerns

[edit]

Accelerometer data, which can be accessed by third-party apps without user permission in many mobile devices,[41] has been used to infer rich information about users based on the recorded motion patterns (e.g., driving behavior, level of intoxication, age, gender, touchscreen inputs, geographic location).[42] If done without a user's knowledge or consent, this is referred to as aninference attack. Additionally, millions ofsmartphones could be vulnerable tosoftware cracking via accelerometers.[43][44]

See also

[edit]
Wikimedia Commons has media related toAccelerometers.

References

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  1. ^Tinder, Richard F. (2007).Relativistic Flight Mechanics and Space Travel: A Primer for Students, Engineers and Scientists. Morgan & Claypool Publishers. p. 33.ISBN 978-1-59829-130-8.Extract of page 33
  2. ^abRindler, W. (2013).Essential Relativity: Special, General, and Cosmological (illustrated ed.). Springer. p. 61.ISBN 978-1-4757-1135-6.Extract of page 61
  3. ^Corke, Peter (2017).Robotics, Vision and Control: Fundamental Algorithms In MATLAB (second, completely revised, extended and updated ed.). Springer. p. 83.ISBN 978-3-319-54413-7.Extract of page 83
  4. ^Einstein, Albert (1920)."20".Relativity: The Special and General Theory. New York: Henry Holt. p. 168.ISBN 978-1-58734-092-5.
  5. ^Penrose, Roger (2005) [2004]. "17.4 The Principle of Equivalence".The Road to Reality. New York: Knopf. pp. 393–394.ISBN 978-0-470-08578-3.
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  7. ^Mukherjee, Rahul; Basu, Joydeep; Mandal, Pradip; Guha, Prasanta Kumar (2017)."A review of micromachined thermal accelerometers".Journal of Micromechanics and Microengineering.27 (12): 123002.arXiv:1801.07297.Bibcode:2017JMiMi..27l3002M.doi:10.1088/1361-6439/aa964d.S2CID 116232359.
  8. ^Yoda et al. (2001)Journal of Experimental Biology204(4): 685–690
  9. ^Shepard, Emily L. C.; Wilson, Rory P.; Quintana, Flavio; Laich, Agustina Gómez; Liebsch, Nikolai; Albaredas, Diego A.; Halsey, Lewis G.; Gleiss, Adrian; Morgan, David T.; Myers, Andrew E.; Newman, Chris; Macdonald, David W."Identification of animal movement patterns using tri-axial accelerometry"(PDF).int-res.com.Archived(PDF) from the original on 7 November 2012. Retrieved11 September 2014.
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  36. ^[1] Using MEMS Accelerometers as Acoustic Pickups in Musical Instruments
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  41. ^Bai, Xiaolong; Yin, Jie; Wang, Yu-Ping (2017)."Sensor Guardian: prevent privacy inference on Android sensors".EURASIP Journal on Information Security.2017 (1).doi:10.1186/s13635-017-0061-8.ISSN 2510-523X.
  42. ^Kröger, Jacob Leon; Raschke, Philip (January 2019). "Privacy implications of accelerometer data: a review of possible inferences".Proceedings of the International Conference on Cryptography, Security and Privacy. ACM, New York. pp. 81–87.doi:10.1145/3309074.3309076.
  43. ^Dockrill, Peter (18 March 2017)."Millions of Smartphones Could Be Vulnerable to Hacking Via Sound Waves".ScienceAlert. Retrieved13 March 2019.
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