Abstract
The last two decades have witnessed a rich variety of indoor positioning and localization research. Starting with Microsoft Research pioneering the fingerprint approach based RADAR, MIT’s Cricket, and then moving towards beacon-based localization are few among many others. In parallel, researchers looked into other appealing and promising technologies like radio frequency identification, ultra-wideband, infrared, and visible light-based systems. However, the proliferation of smartphones over the past few years revolutionized and reshaped indoor localization towards new horizons. The deployment of MEMS sensors in modern smartphones have initiated new opportunities and challenges for the industry and academia alike. Additionally, the demands and potential of location-based services compelled the researchers to look into more robust, accurate, smartphone deployable, and context-aware location sensing. This study presents a comprehensive review of the approaches that make use of data from one or more sensors to estimate the user’s indoor location. By analyzing the approaches leveraged on smartphone sensors, it discusses the associated challenges of such approaches and points out the areas that need considerable research to overcome their limitations.
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering
Reference187 articles.
1. What Are Conumsers Doing on Their Smartphones Anywayhttps://www.salesforce.com/blog/2018/02/consumer-smartphone-use.html
2. Advanced Location-Based Technologies and Services;Karimi,2016
3. LSM6DSM, iNEMO Inertial Module: Always-on 3D Accelerometer and 3D Gyroscope, Product Datasheethttps://www.st.com/resource/en/datasheet/lsm6dsl.pdf
4. LPS22HB MEMS Nano Pressure Sensor: 260–1260 hPa Absolute Digital Output Barometerhttps://www.st.com/resource/en/datasheet/dm00140895.pdf
Cited by
40 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献