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Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance

Vincenzo Capuano, Liangchun Xu, Jose Estrada Benavides

2023Sensors17 citationsDOIOpen Access PDF

Abstract

Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation solutions. On the other hand, smartphones are equipped with low-performance Micro Electro Mechanical Systems (MEMS) sensors to enhance their navigation performance in Global Navigation Satellite System (GNSS)-degraded or -denied environments. Compared with higher-grade inertial navigation systems (INS), MEMS-based INSs have a poor navigation performance due to large measurement errors. In this paper, we present laboratory test results on the stochastic and deterministic errors observed in MEMS inertial sensor measurements of five different smartphones from different manufacturers. Then, we describe and discuss the short-term effects of these errors on the pure inertial navigation performance and also on the navigation performance based on the tight coupling of INS with GNSS measurements using a smartphone.

Topics & Concepts

GNSS applicationsAccelerometerInertial navigation systemGyroscopeAndroid (operating system)Inertial measurement unitReal-time computingComputer scienceMicroelectromechanical systemsEmbedded systemDead reckoningCompassUnits of measurementEngineeringSimulationGlobal Positioning SystemInertial frame of referenceAerospace engineeringArtificial intelligenceTelecommunicationsOperating systemCartographyPhysicsGeographyQuantum mechanicsInertial Sensor and NavigationGNSS positioning and interferenceIndoor and Outdoor Localization Technologies