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Accelerometer

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174:, 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 read 1067:, 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, a phone application which runs on 491:) 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 high 886: 562:
which an animal is expending energy in the wild, by either determination of limb-stroke frequency or measures such as overall dynamic body acceleration 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 of
610: 241: 2251:"Design of an integrated strapdown guidance and control system for a tactical missile" WILLIAMS, D. E.RICHMAN, J.FRIEDLAND, B. (Singer Co., Kearfott Div., Little Falls, NJ) AIAA-1983-2169 IN: Guidance and Control Conference, Gatlinburg, TN, 15–17 August 1983, Collection of Technical Papers (A83-41659 19–63). New York, American Institute of Aeronautics and Astronautics, 1983, p. 57-66. 109: 570:). Researchers are also using smartphone accelerometers to collect and extract mechano-biological descriptors of resistance exercise. 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 of 375:, 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 called 1048:, 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. 433:). 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. 463:
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,
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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
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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
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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
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Accelerometers are also increasingly used in the biological sciences. High frequency recordings of bi-axial or tri-axial acceleration allows the discrimination of behavioral patterns while animals are out of sight. Furthermore, recordings of acceleration allow researchers to quantify the rate at
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Accelerometer data, which can be accessed by third-party apps without user permission in many mobile devices, 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
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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.
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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. A 2012 study found that voices can be detected by smartphone accelerometers in 93% of typical daily situations.
182:. 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. 495:. 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. 777:(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. 811:
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 in
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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.
596:, or bearing fault 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. 545:, 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 in 1019:
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.
1135:. 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 the 116:
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 the
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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 to
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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 some
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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 sensitivities
2101: 193:, 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. 127:
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 a
356:) 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 prevent 227:, a knowledge of local gravity is required. This can be obtained either by calibrating the device at rest, or from a known model of gravity at the approximate current position. 1520: 588:
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,
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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, the
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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:
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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.
205: 2290: 143:, which is the acceleration it experiences relative to freefall and is the acceleration felt by people and objects. Put another way, at any point in spacetime the 1556: 2271: 966:. Many accelerometer-equipped smartphones also have ACN software available for download. ACN systems are activated by detecting crash-strength accelerations. 394:. 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 not 1075:. Some digital cameras contain accelerometers to determine the orientation of the photo being taken and also for rotating the current picture when viewing. 854:
Accelerometers are increasingly being incorporated into personal electronic devices to detect the orientation of the device, for example, a display screen.
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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 of
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Many animals have sensory organs to detect acceleration, especially gravity. In these, the proof mass is usually one or more crystals of calcium carbonate
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sensors -Potentiometers, LVDTs, etc.- deformation sensors -Strain Gauges, Extensometers-, load sensors -Load Cells, Piezo-Electric Sensors- among others.
1955: 2093: 943: 861:(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 a 479:) accelerometer. 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 the 510:
device, three axes can be measured. Such a combination may have much lower misalignment error than three discrete models combined after packaging.
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and sometimes an accelerometer for the purpose of auto image rotation, motion-sensitive mini-games, and correcting shake when taking photographs.
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A number of 21st-century devices use accelerometers to align the screen depending on the direction the device is held (e.g., switching between
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Studd, Emily K.; Derbyshire, Rachael E.; Menzies, Allyson K.; Simms, John F.; Humphties, Murray M.; Murray, Dennis M.; Boutin, Stan (2021).
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systems, which use a lateral accelerometer to measure cornering forces. The widespread use of accelerometers in the automotive industry has
1688:"Exploring the relationship between flapping behaviour and accelerometer signal during ascending flight, and a new approach to calibration" 472:
is also used; this requires a dedicated process making it very expensive. Optical measurement has been demonstrated in laboratory devices.
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Walsum, Tessa A. Van; Perna, Andrea; Bishop, Charles M.; Murn, Campbell P.; Collins, Philip M.; Wilson, Rory P.; Halsey, Lewis G. (2020).
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However, this does not include a (non-free) fall in which air resistance produces drag forces that reduce the acceleration until constant
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In Belgium, accelerometer-based step counters are promoted by the government to encourage people to walk a few thousand steps each day.
1805:"The Purr-fect Catch: Using accelerometers and audio recorders to document kill rates and hunting behaviour of a small prey specialist" 2563: 981:
use an accelerometer to more accurately measure the number of steps taken and distance traveled than a mechanical sensor can provide.
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Kröger, Jacob Leon; Raschke, Philip (January 2019). "Privacy implications of accelerometer data: a review of possible inferences".
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are usually less for gravimeters, so that resolution can be increased by processing the output with a longer "time constant".
946:(ACN) systems also use accelerometers in a system to call for help in event of a vehicle crash. Prominent ACN systems include 1982:
The gear set on a critical turbo-compressor was monitored with a standard industrial accelerometer at very low frequencies...
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is useful because absolute gravity is a weak effect and depends on the local density of the Earth, which is quite variable.
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since the 4th generation. Along with orientation view adjustment, accelerometers in mobile devices can also be used as
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Accelerometers have many uses in industry, consumer products, and science. Highly sensitive accelerometers are used in
1212: 418: 148: 57: 2308: 2262: 620: 506:. By integrating two devices perpendicularly on a single die a two-axis accelerometer can be made. By adding another 284: 877:. The length of time in free fall is used to calculate the height of drop and to estimate the shock to the package. 824:(NVH), conditions that cause discomfort for drivers and passengers and may also be indicators of mechanical faults. 727:
Within the last several years, several companies have produced and marketed sports watches for runners that include
2589: 2435: 1332: 1131:, that cause oscillatory accelerations. This is counteracted in the gravimeter by integral vibration isolation and 905: 760: 224: 82: 65: 639: 624: 251: 223:
For the practical purpose of finding the acceleration of objects with respect to the Earth, such as for use in an
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is reached. At terminal velocity, the accelerometer will indicate 1 g acceleration upwards. For the same reason a
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Micromechanical accelerometers are available in a wide variety of measuring ranges, reaching up to thousands of
60:). Proper acceleration is different from coordinate acceleration, which is acceleration with respect to a given 1864: 291: 201: 86: 1966: 1089:
Many laptops feature an accelerometer which is used to detect drops. If a drop is detected, the heads of the
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of the mass and spring interfering with measurements. However, the damping causes accelerometers to have a
2072:"Welcome to GoHerman.com innovator of interactive personal training for fitness, – MARTIAL ARTS & MMA" 996:, so that motion input could be recorded from both of the user's hands independently. Is also used on the 838:
Modern electronic accelerometers are used in remote sensing devices intended for the monitoring of active
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quantity, and is usually implemented as several single-axis accelerometers oriented along different axes.
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Accelerometers are also being used in Intelligent Compaction rollers. Accelerometers are used alongside
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s. The designer must compromise between sensitivity and the maximum acceleration that can be measured.
349: 2186: 885: 731:, containing accelerometers to help determine the speed and distance for the runner wearing the unit. 2368: 2226: 2115:
Irvin Hussein López-Nava (2010). "Towards Ubiquitous Acquisition and Processing of Gait Parameters".
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Plus uses CPR-D•padz which contain an accelerometer to measure the depth of CPR chest compressions.
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and orientation of these devices. Vibration in industrial machinery is monitored by accelerometers.
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Accelerometers can be used to measure vehicle acceleration. Accelerometers can be used to measure
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Viecelli, Claudio; Graf, David; Aguayo, David; Hafen, Ernst; Füchslin, Rudolf M. (15 July 2020).
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Relativistic Flight Mechanics and Space Travel: A Primer for Students, Engineers and Scientists
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contain accelerometers for user interface control; often the accelerometer is used to present
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vehicle's actual movement. This can help prevent the vehicle from spinning or rolling over.
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aid that uses a computer and motion sensors (accelerometers) to continuously calculate via
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Herman Digital Trainer uses accelerometers to measure strike force in physical training.
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An accelerometer at rest relative to the Earth's surface will indicate approximately 1 g
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As of January 2009, almost all new mobile phones and digital cameras contain at least a
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location). If done without a user's knowledge or consent, this is referred to as an
1433:(second, completely revised, extended and updated ed.). Springer. p. 83. 1337: 1322: 1229: 997: 383: 41: 2426:
IEEE 2012, Speech Activity Detection using Accelerometer, Aleksandar Matic, et.al.
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Proceedings of the International Conference on Cryptography, Security and Privacy
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are sensitive accelerometers for monitoring ground movement such as earthquakes.
2094:"NFL Testing Helmets With Impact-Sensing Accelerometers for Concussion Analysis" 1342: 1052: 1004: 870: 609: 571: 357: 240: 190: 102: 94: 2037: 1587: 744:
helmets with accelerometers in order to measure the impact of head collisions.
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Mukherjee, Rahul; Basu, Joydeep; Mandal, Pradip; Guha, Prasanta Kumar (2017).
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are parked to avoid data loss and possible head or disk damage by the ensuing
1037: 993: 989: 963: 959: 937: 925: 913: 901: 866: 766: 550: 546: 488: 484: 480: 476: 456:). Damping results from the residual gas sealed in the device. As long as the 449: 445: 430: 376: 372: 341: 209: 2523: 1771: 1714: 17: 2547: 2001: 1829: 1804: 1317: 1124: 1072: 978: 951: 933: 929: 862: 797: 534: 444:), and are often very simple MEMS devices, consisting of little more than a 395: 179: 108: 75: 53: 2400: 2357:"Sleep Monitoring Based on a Tri-Axial Accelerometer and a Pressure Sensor" 2117:
Towards Ubiquitous Acquisition and Processing of Gait Parameters – Springer
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or more, and many perform multi-axial measurements. The constraints on
1143:. In contrast, other accelerometers are often designed to measure 1000 1068: 839: 368: 338: 265: in this section. Unsourced material may be challenged and removed. 152: 2381: 1706: 1458: 680:
Construction work – driving piles, demolition, drilling and excavating
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The reason for the appearance of a gravitational offset is Einstein's
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IEEE Spectrum Smartphone Accelerometers Can Be Fooled by Sound Waves.
2027:"Bearing Failure: Causes and Cures Bearing Failure: Causes and Cures" 947: 917: 890: 808: 426: 398:), very linear with a controlled frequency response. (This is called 2415:
Using MEMS Accelerometers as Acoustic Pickups in Musical Instruments
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of the device's screen, based on the way the device is being held.
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systems and safety installations. They can also be used to measure
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use accelerometers and gyroscopes to calculate the required tilt.
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dramatically. Another automotive application is the monitoring of
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Towards ubiquitous acquisition and processing of gait parameters
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is not too low, damping does not result in a lower sensitivity.
2498:"Sensor Guardian: prevent privacy inference on Android sensors" 1956:"Low Frequency Vibration Measurements on a Compressor Gear Set" 677:
Working machines – inside a building or in the surrounding area
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In mechanical accelerometers, measurement is often electrical,
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Robotics, Vision and Control: Fundamental Algorithms In MATLAB
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to keep the proof mass from moving far. The motor might be an
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Penrose, Roger (2005) . "17.4 The Principle of Equivalence".
2230: 74:≈ 9.81 m/s. By contrast, an accelerometer that is in 2355:
Nam, Yunyoung; Kim, Yeesock; Lee, Jinseok (23 May 2016).
1891:"Guidance for mounting 4–20 mA vibration sensors on fans" 89:, accelerometers help to stabilize flight. Micromachined 2594:
IEEE Spectrum: Technology, Engineering, and Science News
2590:"Smartphone Accelerometers Can Be Fooled by Sound Waves" 1400:
Essential Relativity: Special, General, and Cosmological
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Human activities – walking, running, dancing or skipping
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by the Earth's rotation relative to the inertial frame.
2447: 2166:, by Ed Hahn in sci.aeronautics.airliners, 1996-11-22" 2000:. Wilcoxon Research. 11 September 2014. Archived from 348:. When the accelerometer experiences an acceleration, 916:
has included an accelerometer in every generation of
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Concussion loads – internal and external explosions
1552:"A review of micromachined thermal accelerometers" 1487: 475:Another MEMS-based accelerometer is a thermal (or 52:) of the object relative to an observer who is in 436:Modern mechanical accelerometers are often small 1370:. Morgan & Claypool Publishers. p. 33. 2496:Bai, Xiaolong; Yin, Jie; Wang, Yu-Ping (2017). 2331:"These Apps Are Made For Walking - NYTimes.com" 2297:. Memagazine.org. Retrieved on 17 October 2011. 2147:Lopez-Nava I. H. et Munoz-Melendez A. (2010). 1557:Journal of Micromechanics and Microengineering 1403:(illustrated ed.). Springer. p. 61. 1207:Pendulous integrating gyroscopic accelerometer 988:video game console uses a controller called a 793:in both professional and in amateur rocketry. 1071:based phones with accelerometers such as the 483:. An accompanying temperature sensor (like a 8: 2061:The Contender 3 Episode 1 SPARQ testing ESPN 498:Most micromechanical accelerometers operate 1217:Quantum (rubidium atom cloud, laser cooled) 638:. Unsourced material may be challenged and 1463:Relativity: The Special and General Theory 1164:Bulk micromachined piezoelectric resistive 1115:or gravitometer, is an instrument used in 2546: 2513: 2390: 2380: 1828: 1779: 1761: 1569: 1392: 1390: 704:Loss of support because of ground failure 658:Learn how and when to remove this message 325:Learn how and when to remove this message 40:of an object. Proper acceleration is the 97:, cameras and video-game controllers to 27:Device that measures proper acceleration 2502:EURASIP Journal on Information Security 2104:from the original on 12 September 2014. 1521:"Accelerometer Design and Applications" 1358: 464:reliable, and inexpensive. Integrating 337:A basic mechanical accelerometer is a 1465:. New York: Henry Holt. p. 168. 7: 1641:from the original on 7 November 2012 636:adding citations to reliable sources 263:adding citations to reliable sources 147:guarantees the existence of a local 2288:Tilting trains shorten transit time 969:Accelerometers are used in vehicle 873:to monitor handling operations for 765:An inertial navigation system is a 66:acceleration due to Earth's gravity 2277:from the original on 11 June 2014. 1965:. 14 November 2014. Archived from 1240:Surface micromachined capacitive ( 1167:Capacitive spring mass system base 1063:Camcorders use accelerometers for 936:, in conjunction with specialized 889:Tri-axis Digital Accelerometer by 789:Accelerometers are used to detect 600:Building and structural monitoring 196:Acceleration is quantified in the 25: 2562:Dockrill, Peter (18 March 2017). 2541:. ACM, New York. pp. 81–87. 2471:DDR100 Accelerometer Double Diode 2092:Nosovitz, Dan (12 January 2011). 747:Accelerometers have been used to 390:or in very small accelerometers, 2261:Andrejašic, Matej (March 2008). 1922:Klubnik, Renard; Sullivan, Ron. 1852:Klubnik, Renard; Sullivan, Ron. 1809:Methods in Ecology and Evolution 1258:Vacuum diode with flexible anode 944:Automatic Collision Notification 803:One of the most common uses for 800:in inertial navigation systems. 608: 438:micro-electro-mechanical systems 239: 212:(Gal), or popularly in terms of 78:will measure zero acceleration. 2329:Eaton, Kit (18 February 2014). 1924:"Know the Health of your Pumps" 1610:Journal of Experimental Biology 822:noise, vibration, and harshness 773:the position, orientation, and 740:It has been suggested to build 695:Collapse of structural elements 421:use piezoceramic sensors (e.g. 250:needs additional citations for 91:micro-electromechanical systems 2588:Nordrum, Amy (17 March 2017). 537:on cars, machines, buildings, 85:for aircraft and missiles. In 36:is a device that measures the 1: 1271:Exploits and privacy concerns 1161:Bulk micromachined capacitive 1032:). Such devices include many 689:Impact loads – falling debris 2361:Sensors (Basel, Switzerland) 2125:10.1007/978-3-642-16761-4_36 1763:10.1371/journal.pone.0235156 1494:. New York: Knopf. pp.  1280:. Additionally, millions of 1197:Modally tuned impact hammers 1085:Active hard-drive protection 1030:portrait and landscape modes 971:Electronic stability control 904:, digital audio players and 814:electronic stability control 419:Piezoelectric accelerometers 202:metres per second per second 2309:"USGS – volcano monitoring" 2270:. University of Ljubljana. 1366:Tinder, Richard F. (2007). 1213:Piezoelectric accelerometer 910:landscape or portrait views 906:personal digital assistants 707:Earthquakes and aftershocks 425:) or single crystals (e.g. 371:(Latin for "ear stone") or 83:inertial navigation systems 58:inertial frame of reference 2641: 2164:Vertical Speed Measurement 1856:Know the Age of your Pumps 1333:Inertial navigation system 1104: 1082: 761:Inertial navigation system 758: 581: 225:inertial navigation system 139:An accelerometer measures 68:straight upwards of about 2515:10.1186/s13635-017-0061-8 1674:Journal of Animal Ecology 1457:Einstein, Albert (1920). 1328:Inertial measurement unit 749:calculate gait parameters 698:Wind loads and wind gusts 155:; i.e., in comparison to 56:(that is, relative to an 1588:10.1088/1361-6439/aa964d 1226:Shear mode accelerometer 1119:for measuring the local 842:to detect the motion of 87:unmanned aerial vehicles 2548:10.1145/3309074.3309076 1830:10.1111/2041-210X.13605 1284:could be vulnerable to 1265:LVDT type accelerometer 1247:Thermal (submicrometre 1223:Seat pad accelerometers 956:Toyota's Safety Connect 683:Moving loads on bridges 423:lead zirconate titanate 1155:Types of accelerometer 952:Ford Link's 911 Assist 928:, as well as in every 897: 818:pushed their cost down 113: 2187:US patent 6640165 1672:Wilson et al. (2006) 1659:Kawabe et al. (2003) 1427:Corke, Peter (2017). 1235:Surface acoustic wave 1177:(servo force balance) 888: 807:accelerometers is in 172:equivalence principle 145:equivalence principle 111: 2043:on 22 September 2015 1397:Rindler, W. (2013). 1348:Vibration calibrator 1288:via accelerometers. 850:Consumer electronics 716:Medical applications 632:improve this section 584:Condition monitoring 568:Parabuteo unicinctus 259:improve this article 2373:2016Senso..16..750N 2293:4 June 2011 at the 2264:MEMS ACCELEROMETERS 2233:on 19 December 2005 2007:on 14 November 2012 1972:on 14 November 2012 1936:on 14 November 2012 1889:Wilcoxon Research. 1870:on 14 November 2012 1821:2021MEcEv..12.1277S 1754:2020PLoSO..1535156V 1676::75 (5):1081 – 1090 1608:Yoda et al. (2001) 1580:2017JMiMi..27l3002M 1531:on 13 December 2008 1490:The Road to Reality 1262:potentiometric type 1187:Laser accelerometer 1149:temporal resolution 1121:gravitational field 1065:image stabilization 1059:Image stabilization 1024:Orientation sensing 875:shipping containers 178:during any type of 141:proper acceleration 135:Physical principles 122:Gravity gradiometry 118:gravitational field 38:proper acceleration 2335:The New York Times 1995:"Gearbox tutorial" 1446:Extract of page 83 1416:Extract of page 61 1383:Extract of page 33 1303:Degrees of freedom 1194:Magnetic induction 1173:Electromechanical 898: 701:Air blast pressure 686:Vehicle collisions 470:quantum tunnelling 362:frequency response 350:Newton's third law 114: 2382:10.3390/s16050750 2307:Michael Randall. 2206:"Dual Deployment" 2134:978-3-642-16760-7 1963:wilcoxon research 1707:10.1111/ibi.12710 1661:Fisheries Science 1505:978-0-470-08578-3 1472:978-1-58734-092-5 1440:978-3-319-54413-7 1410:978-1-4757-1135-6 1377:978-1-59829-130-8 1286:software cracking 1133:signal processing 668: 667: 660: 592:, fans, rollers, 335: 334: 327: 309: 187:terminal velocity 62:coordinate system 16:(Redirected from 2632: 2605: 2604: 2602: 2600: 2585: 2579: 2578: 2576: 2574: 2559: 2553: 2552: 2550: 2534: 2528: 2527: 2517: 2493: 2487: 2486: 2484: 2482: 2477: 2465: 2459: 2458: 2456: 2454: 2444: 2438: 2433: 2427: 2422: 2416: 2411: 2405: 2404: 2394: 2384: 2352: 2346: 2345: 2343: 2341: 2326: 2320: 2319: 2317: 2315: 2304: 2298: 2285: 2279: 2278: 2276: 2269: 2258: 2252: 2249: 2243: 2242: 2240: 2238: 2229:. Archived from 2227:"PICO altimeter" 2223: 2217: 2216: 2214: 2212: 2202: 2196: 2195: 2194: 2190: 2183: 2177: 2176: 2174: 2172: 2158: 2152: 2145: 2139: 2138: 2112: 2106: 2105: 2089: 2083: 2082: 2080: 2078: 2068: 2062: 2059: 2053: 2052: 2050: 2048: 2042: 2036:. Archived from 2031: 2023: 2017: 2016: 2014: 2012: 2006: 1999: 1991: 1985: 1984: 1979: 1977: 1971: 1960: 1952: 1946: 1945: 1943: 1941: 1935: 1929:. Archived from 1928: 1919: 1913: 1912: 1910: 1908: 1902: 1896:. Archived from 1895: 1886: 1880: 1879: 1877: 1875: 1869: 1863:. Archived from 1862: 1849: 1843: 1842: 1832: 1815:(7): 1277–1287. 1800: 1794: 1793: 1783: 1765: 1733: 1727: 1726: 1692: 1683: 1677: 1670: 1664: 1663:69 (5):959 – 965 1657: 1651: 1650: 1648: 1646: 1640: 1629: 1619: 1613: 1606: 1600: 1599: 1573: 1547: 1541: 1540: 1538: 1536: 1527:. Archived from 1519:Doscher, James. 1516: 1510: 1509: 1493: 1483: 1477: 1476: 1454: 1448: 1444: 1424: 1418: 1414: 1394: 1385: 1381: 1363: 1278:inference attack 1183:High temperature 1079:Device integrity 859:free-fall sensor 663: 656: 652: 649: 643: 612: 604: 543:seismic activity 519: 330: 323: 319: 316: 310: 308: 267: 243: 235: 214:standard gravity 157:standard gravity 112:An accelerometer 21: 2640: 2639: 2635: 2634: 2633: 2631: 2630: 2629: 2610: 2609: 2608: 2598: 2596: 2587: 2586: 2582: 2572: 2570: 2561: 2560: 2556: 2536: 2535: 2531: 2495: 2494: 2490: 2480: 2478: 2475: 2467: 2466: 2462: 2452: 2450: 2446: 2445: 2441: 2434: 2430: 2423: 2419: 2412: 2408: 2354: 2353: 2349: 2339: 2337: 2328: 2327: 2323: 2313: 2311: 2306: 2305: 2301: 2295:Wayback Machine 2286: 2282: 2274: 2267: 2260: 2259: 2255: 2250: 2246: 2236: 2234: 2225: 2224: 2220: 2210: 2208: 2204: 2203: 2199: 2192: 2185: 2184: 2180: 2170: 2168: 2160: 2159: 2155: 2146: 2142: 2135: 2114: 2113: 2109: 2098:Popular Science 2091: 2090: 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274:"Accelerometer" 268: 266: 256: 244: 233: 137: 99:detect movement 28: 23: 22: 15: 12: 11: 5: 2638: 2636: 2628: 2627: 2622: 2620:Accelerometers 2612: 2611: 2607: 2606: 2580: 2554: 2529: 2488: 2460: 2439: 2428: 2417: 2406: 2347: 2321: 2299: 2280: 2253: 2244: 2218: 2197: 2178: 2153: 2140: 2133: 2107: 2084: 2063: 2054: 2018: 1986: 1947: 1914: 1881: 1844: 1795: 1728: 1678: 1665: 1652: 1614: 1601: 1564:(12): 123002. 1542: 1525:Analog Devices 1511: 1504: 1478: 1471: 1449: 1439: 1419: 1409: 1386: 1376: 1357: 1355: 1352: 1351: 1350: 1345: 1340: 1335: 1330: 1325: 1320: 1315: 1310: 1305: 1300: 1293: 1290: 1272: 1269: 1267: 1266: 1263: 1260: 1255: 1252: 1245: 1238: 1232: 1227: 1224: 1221: 1218: 1215: 1210: 1204: 1201: 1198: 1195: 1192: 1189: 1184: 1181: 1178: 1171: 1168: 1165: 1162: 1158: 1156: 1153: 1105:Main article: 1102: 1099: 1083:Main article: 1080: 1077: 1060: 1057: 1025: 1022: 1012: 1009: 950:AACN service, 882: 879: 851: 848: 835: 832: 828:Tilting trains 786: 783: 771:dead reckoning 759:Main article: 756: 753: 717: 714: 709: 708: 705: 702: 699: 696: 693: 690: 687: 684: 681: 678: 675: 666: 665: 616: 614: 607: 601: 598: 582:Main article: 579: 576: 558: 555: 530: 527: 525: 522: 466:piezoresistors 411:piezoresistive 402:mode design.) 333: 332: 247: 245: 238: 232: 229: 204:(m/s), in the 149:inertial frame 136: 133: 46:rate of change 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 2637: 2626: 2623: 2621: 2618: 2617: 2615: 2595: 2591: 2584: 2581: 2569: 2565: 2558: 2555: 2549: 2544: 2540: 2533: 2530: 2525: 2521: 2516: 2511: 2507: 2503: 2499: 2492: 2489: 2474: 2472: 2464: 2461: 2449: 2443: 2440: 2436: 2432: 2429: 2425: 2421: 2418: 2414: 2410: 2407: 2402: 2398: 2393: 2388: 2383: 2378: 2374: 2370: 2366: 2362: 2358: 2351: 2348: 2336: 2332: 2325: 2322: 2310: 2303: 2300: 2296: 2292: 2289: 2284: 2281: 2273: 2266: 2265: 2257: 2254: 2248: 2245: 2232: 2228: 2222: 2219: 2207: 2201: 2198: 2188: 2182: 2179: 2167: 2165: 2157: 2154: 2150: 2144: 2141: 2136: 2130: 2126: 2122: 2118: 2111: 2108: 2103: 2099: 2095: 2088: 2085: 2073: 2067: 2064: 2058: 2055: 2039: 2035: 2028: 2022: 2019: 2003: 1996: 1990: 1987: 1983: 1968: 1964: 1957: 1951: 1948: 1932: 1925: 1918: 1915: 1899: 1892: 1885: 1882: 1866: 1859: 1857: 1848: 1845: 1840: 1836: 1831: 1826: 1822: 1818: 1814: 1810: 1806: 1799: 1796: 1791: 1787: 1782: 1777: 1773: 1769: 1764: 1759: 1755: 1751: 1747: 1743: 1739: 1732: 1729: 1724: 1720: 1716: 1712: 1708: 1704: 1700: 1696: 1689: 1682: 1679: 1675: 1669: 1666: 1662: 1656: 1653: 1637: 1633: 1626: 1618: 1615: 1611: 1605: 1602: 1597: 1593: 1589: 1585: 1581: 1577: 1572: 1567: 1563: 1559: 1558: 1553: 1546: 1543: 1530: 1526: 1522: 1515: 1512: 1507: 1501: 1497: 1492: 1491: 1482: 1479: 1474: 1468: 1464: 1460: 1453: 1450: 1447: 1442: 1436: 1432: 1431: 1423: 1420: 1417: 1412: 1406: 1402: 1401: 1393: 1391: 1387: 1384: 1379: 1373: 1369: 1362: 1359: 1353: 1349: 1346: 1344: 1341: 1339: 1336: 1334: 1331: 1329: 1326: 1324: 1321: 1319: 1316: 1314: 1311: 1309: 1306: 1304: 1301: 1299: 1298:Accelerograph 1296: 1295: 1291: 1289: 1287: 1283: 1279: 1270: 1264: 1261: 1259: 1256: 1253: 1250: 1246: 1243: 1239: 1236: 1233: 1231: 1228: 1225: 1222: 1219: 1216: 1214: 1211: 1208: 1205: 1202: 1199: 1196: 1193: 1191:Low frequency 1190: 1188: 1185: 1182: 1179: 1176: 1172: 1169: 1166: 1163: 1160: 1159: 1154: 1152: 1150: 1146: 1142: 1138: 1134: 1130: 1126: 1122: 1118: 1114: 1108: 1100: 1098: 1096: 1092: 1086: 1078: 1076: 1074: 1070: 1066: 1058: 1056: 1054: 1049: 1047: 1043: 1039: 1035: 1031: 1023: 1021: 1017: 1010: 1008: 1006: 1001: 999: 995: 991: 987: 982: 980: 975: 972: 967: 965: 961: 957: 953: 949: 945: 941: 939: 935: 931: 927: 923: 919: 915: 911: 907: 903: 896: 895:Motorola Xoom 892: 887: 880: 878: 876: 872: 868: 865:to prevent a 864: 860: 855: 849: 847: 845: 841: 833: 831: 829: 825: 823: 819: 815: 810: 806: 801: 799: 794: 792: 784: 782: 778: 776: 772: 768: 762: 754: 752: 750: 745: 743: 738: 735: 732: 730: 725: 723: 715: 713: 706: 703: 700: 697: 694: 691: 688: 685: 682: 679: 676: 673: 672: 671: 662: 659: 651: 648:November 2019 641: 637: 633: 627: 626: 622: 617:This section 615: 611: 606: 605: 599: 597: 595: 591: 585: 577: 575: 573: 569: 565: 564:Harris's Hawk 556: 554: 552: 549:, are called 548: 544: 540: 536: 528: 523: 521: 516: 511: 509: 505: 501: 496: 494: 490: 486: 482: 478: 473: 471: 467: 461: 459: 455: 451: 447: 443: 439: 434: 432: 428: 424: 420: 416: 412: 408: 407:piezoelectric 403: 401: 397: 393: 392:electrostatic 389: 388:electromagnet 385: 380: 378: 374: 370: 365: 363: 359: 355: 351: 347: 343: 340: 329: 326: 318: 307: 304: 300: 297: 293: 290: 286: 283: 279: 276: –  275: 271: 270:Find sources: 264: 260: 254: 253: 248:This section 246: 242: 237: 236: 230: 228: 226: 221: 219: 215: 211: 207: 203: 199: 194: 192: 188: 183: 181: 177: 173: 168: 165: 160: 158: 154: 150: 146: 142: 134: 132: 130: 125: 123: 119: 110: 106: 104: 100: 96: 92: 88: 84: 79: 77: 73: 72: 67: 63: 59: 55: 51: 47: 43: 39: 35: 34:accelerometer 30: 19: 18:Accelerometry 2625:Acceleration 2597:. Retrieved 2593: 2583: 2571:. Retrieved 2568:ScienceAlert 2567: 2557: 2538: 2532: 2505: 2501: 2491: 2479:. Retrieved 2470: 2463: 2453:12 September 2451:. Retrieved 2442: 2431: 2420: 2409: 2364: 2360: 2350: 2340:12 September 2338:. Retrieved 2334: 2324: 2314:12 September 2312:. Retrieved 2302: 2283: 2263: 2256: 2247: 2237:12 September 2235:. Retrieved 2231:the original 2221: 2211:12 September 2209:. Retrieved 2200: 2181: 2171:12 September 2169:. Retrieved 2163: 2156: 2143: 2116: 2110: 2097: 2087: 2077:12 September 2075:. Retrieved 2066: 2057: 2047:11 September 2045:. Retrieved 2038:the original 2034:wilcoxon.com 2033: 2021: 2009:. Retrieved 2002:the original 1989: 1981: 1976:11 September 1974:. Retrieved 1967:the original 1962: 1950: 1940:11 September 1938:. Retrieved 1931:the original 1917: 1907:11 September 1905:. Retrieved 1898:the original 1884: 1872:. 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The Amida 1027: 1018: 1014: 1005:alarm clocks 1003:Sleep phase 1002: 998:Nintendo 3DS 983: 976: 968: 942: 938:applications 899: 881:Motion input 871:data loggers 858: 856: 853: 837: 826: 802: 795: 788: 779: 764: 746: 739: 736: 733: 726: 719: 710: 669: 654: 645: 630:Please help 618: 587: 567: 560: 532: 524:Applications 514: 512: 508:out-of-plane 507: 499: 497: 474: 462: 454:seismic mass 453: 437: 435: 404: 384:linear motor 381: 366: 358:oscillations 336: 321: 312: 302: 295: 288: 281: 269: 257:Please help 252:verification 249: 222: 217: 195: 184: 175: 169: 163: 161: 138: 126: 115: 103:Seismometers 80: 70: 42:acceleration 33: 31: 29: 2473:data sheet" 1632:int-res.com 1535:23 December 1343:Seismometer 1282:smartphones 1170:DC response 1053:tilt sensor 1038:smartphones 984:Nintendo's 902:smartphones 834:Volcanology 594:compressors 572:Canada lynx 551:gravimeters 529:Engineering 354:Hooke's law 95:smartphones 2614:Categories 2469:"Mullard: 2367:(5): 750. 1571:1801.07297 1354:References 1127:including 1125:vibrations 1117:gravimetry 1113:gravimeter 1107:gravimeter 1101:Gravimetry 1034:tablet PCs 990:Wii Remote 979:pedometers 964:BMW Assist 960:Lexus Link 934:pedometers 926:iPod touch 867:head crash 798:gyroscopes 767:navigation 755:Navigation 547:gravimetry 489:thermopile 485:thermistor 481:proof mass 477:convective 450:proof mass 431:tourmaline 415:capacitive 377:statocysts 373:statoconia 342:proof mass 315:April 2024 285:newspapers 2524:2510-523X 2448:"Glogger" 2011:9 January 1874:9 January 1839:235537052 1772:1932-6203 1715:1474-919X 1596:116232359 1318:Gyroscope 1220:Resonance 1091:hard disk 1073:Nokia N96 1036:and some 930:iPod nano 893:, inside 863:hard disk 840:volcanoes 785:Transport 619:does not 535:vibration 396:oscillate 231:Structure 180:free fall 76:free fall 54:free fall 2599:13 March 2573:13 March 2401:27223290 2291:Archived 2272:Archived 2102:Archived 1790:32667945 1742:PLOS ONE 1723:92209276 1636:Archived 1313:Geophone 1292:See also 1254:Triaxial 1251:process) 1046:Simputer 1000:system. 775:velocity 742:football 729:footpods 578:Industry 500:in-plane 458:Q-factor 369:otoliths 191:skydiver 50:velocity 2392:4883440 2369:Bibcode 1817:Bibcode 1781:7363108 1750:Bibcode 1576:Bibcode 1496:393–394 1308:g-force 1203:Optical 1139:, of 1 1069:Symbian 994:Nunchuk 720:Zoll's 640:removed 625:sources 557:Biology 448:with a 299:scholar 164:upwards 153:g-force 2522:  2399:  2389:  2193:  2131:  1837:  1788:  1778:  1770:  1721:  1713:  1594:  1502:  1469:  1437:  1407:  1374:  1209:(PIGA) 948:OnStar 924:, and 918:iPhone 891:Kionix 809:airbag 791:apogee 493:shocks 427:quartz 346:spring 339:damped 301:  294:  287:  280:  272:  129:vector 2508:(1). 2481:7 May 2476:(PDF) 2275:(PDF) 2268:(PDF) 2041:(PDF) 2030:(PDF) 2005:(PDF) 1998:(PDF) 1970:(PDF) 1959:(PDF) 1934:(PDF) 1927:(PDF) 1901:(PDF) 1894:(PDF) 1868:(PDF) 1861:(PDF) 1835:S2CID 1719:S2CID 1691:(PDF) 1639:(PDF) 1628:(PDF) 1592:S2CID 1566:arXiv 1237:(SAW) 1175:servo 1129:noise 1095:shock 977:Some 962:, or 914:Apple 900:Some 844:magma 590:pumps 518:' 487:; or 400:servo 344:on a 306:JSTOR 292:books 208:unit 200:unit 44:(the 2601:2019 2575:2019 2520:ISSN 2506:2017 2483:2013 2455:2014 2397:PMID 2342:2014 2316:2014 2239:2014 2213:2014 2173:2014 2129:ISBN 2079:2014 2049:2014 2013:2009 1978:2014 1942:2014 1909:2014 1876:2009 1786:PMID 1768:ISSN 1711:ISSN 1695:Ibis 1647:2014 1537:2008 1500:ISBN 1467:ISBN 1459:"20" 1435:ISBN 1405:ISBN 1372:ISBN 1249:CMOS 1242:MEMS 1040:and 922:iPad 805:MEMS 623:any 621:cite 442:MEMS 278:news 176:zero 2543:doi 2510:doi 2387:PMC 2377:doi 2121:doi 1825:doi 1776:PMC 1758:doi 1703:doi 1699:162 1584:doi 986:Wii 722:AED 634:by 574:). 504:die 413:or 261:by 220:). 210:gal 206:cgs 48:of 32:An 2616:: 2592:. 2566:. 2518:. 2504:. 2500:. 2395:. 2385:. 2375:. 2365:16 2363:. 2359:. 2333:. 2127:. 2100:. 2096:. 2032:. 1980:. 1961:. 1833:. 1823:. 1813:12 1811:. 1807:. 1784:. 1774:. 1766:. 1756:. 1746:15 1744:. 1740:. 1717:. 1709:. 1697:. 1693:. 1634:. 1630:. 1590:. 1582:. 1574:. 1562:27 1560:. 1554:. 1523:. 1498:. 1461:. 1389:^ 1111:A 1097:. 958:, 954:, 940:. 920:, 857:A 846:. 553:. 429:, 417:. 409:, 379:. 364:. 198:SI 159:. 120:. 2603:. 2577:. 2551:. 2545:: 2526:. 2512:: 2485:. 2457:. 2403:. 2379:: 2371:: 2344:. 2318:. 2241:. 2215:. 2175:. 2162:" 2137:. 2123:: 2081:. 2051:. 2015:. 1944:. 1911:. 1878:. 1858:" 1854:" 1841:. 1827:: 1819:: 1792:. 1760:: 1752:: 1725:. 1705:: 1649:. 1598:. 1586:: 1578:: 1568:: 1539:. 1508:. 1475:. 1443:. 1413:. 1380:. 1244:) 1145:g 1141:g 661:) 655:( 650:) 646:( 642:. 628:. 566:( 515:g 440:( 328:) 322:( 317:) 313:( 303:· 296:· 289:· 282:· 255:. 218:g 216:( 71:g 20:)

Index

Accelerometry
proper acceleration
acceleration
rate of change
velocity
free fall
inertial frame of reference
coordinate system
acceleration due to Earth's gravity
g
free fall
inertial navigation systems
unmanned aerial vehicles
micro-electromechanical systems
smartphones
detect movement
Seismometers

gravitational field
Gravity gradiometry
vector
proper acceleration
equivalence principle
inertial frame
g-force
standard gravity
equivalence principle
free fall
terminal velocity
skydiver

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