Cooperative positioning for emergency responders using self IMU and peer-to-peer radios measurements

Tiến sĩĐỗ Trí NhựtRan Liu, Chau Yuen, Meng Zhang, Yong Liang Guan, U-Xuan Tan

Khoa Kỹ Thuật

Thể loại: Bài báo

Sơ lược nội dung

Positioning between multiple users without any given infrastructure is essential for many applications, such as emergency response in disaster areas. Traditional approaches based on inertial-measurement units (IMU) are able to measure position changes without any reference, but the accuracy deteriorates due to error accumulation for long terms. Particularly, it is challenging to deal with irregular walking patterns of users. This paper proposes to combine IMU and radio measurements (i.e., peer-to-peer Wifi received signal strength and peer-to-peer UWB ranging) for the positioning of a group of mobile users in emergency response, where no fixed anchors and no infrastructure are available. We incorporate the IMU and radio measurements into the particle filtering, which has the capability to cooperatively position a group of mobile users and recover from any potential tracking failures. By fusing the long-range Wifi RSS and short-range UWB ranging measurements, we can take the advantages of both sensors and achieve an accurate and robust positioning system. We have conducted experiments to validate the proposed approach both in a simulation and a real world experiment. Our experimental results show that the combination of Wifi and UWB measurements provides a positioning accuracy of 2.6 m, which is an improvement of 26% and 10% as compared with Wifi (3.5 m) and UWB (2.9 m) alone.

Thông tin chung
Thể loại
Bài báo
Năm xuất bản
Thg4 2020
Ngôn ngữ gốc
Tiếng Anh
Tạp chí công bố
Information Fusion
Ấn phẩm số
56
Loại tạp chí
Danh mục ISI
Mã ISSN
1566-2535
Trang
93-102
Chất lượng
Q1

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