Indoor Positioning System based on Sensor Fusion for the Blind and Visually Impaired

被引:0
|
作者
Gallagher, Thomas [1 ]
Wise, Elyse [1 ]
Li, Binghao [1 ]
Dempster, Andrew G. [1 ]
Rizos, Chris [1 ]
Ramsey-Stewart, Euan [2 ]
机构
[1] UNSW, Sch Surveying & Geospatial Engn, Sydney, NSW, Australia
[2] Ramsey Stewart Ind Design, Sydney, NSW, Australia
基金
澳大利亚研究理事会;
关键词
filter; sensor fusion; indoor positioning and navigation; blind and visually impaired; user centred design;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
There are over 1.2 million Australians registered as having vision impairment. In most cases, vision impairment severely affects the mobility and orientation of the person, resulting in loss of independence and feelings of isolation. GPS technology and its applications have now become omnipresent and are used daily to improve and facilitate the lives of many. Although a number of products specifically designed for the Blind and Vision Impaired (BVI) and relying on GPS technology have been launched, this domain is still a niche and ongoing R&D is needed to bring all the benefits of GPS in terms of information and mobility to the BVI. The limitations of GPS indoors and in urban canyons have led to the development of new systems and signals that bridge the gap and provide positioning in those environments. Although still in their infancy, there is no doubt indoor positioning technologies will one day become as pervasive as GPS. It is therefore important to design those technologies with the BVI in mind, to make them accessible from scratch. This paper will present an indoor positioning system that has been designed in that way, examining the requirements of the BVI in terms of accuracy, reliability and interface design. The system runs locally on a mid-range smartphone and relies at its core on a Kalman filter that fuses the information of all the sensors available on the phone (Wi-Fi chipset, accelerometers and magnetic field sensor). Each part of the system is tested separately as well as the final solution quality.
引用
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页数:9
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