The application of DOA estimation approach in patient tracking systems with high patient density
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
---|---|
Article number | 7470541 |
Pages (from-to) | 2353-2364 |
Journal / Publication | IEEE Transactions on Industrial Informatics |
Volume | 12 |
Issue number | 6 |
Publication status | Published - 1 Dec 2016 |
Link(s)
Abstract
In this paper, an improved localization method named three-uniform-linear-array localization is proposed for patient track systems. Three receivers adopting a smart antenna technique cooperate with each other to locate the patients using the angulation positioning method. In order to be able to track patients in environment with high patient density, a high-resolution direction-of-arrival (DOA) estimation algorithm for the coexistence of noncircular and circular signals is proposed. First, the maximal and common noncircularity rated signals are preliminarily estimated. Second, based on the noise space block matrix, the DOAs of these signals are re-estimated with high accuracy. Then, the covariance matrix of the maximal and common noncircularity rated signals is reconstructed. The contributions of these signals are eliminated after performing a subtraction operation on the covariance matrix of the received data and only those of circular signals remain. Finally, the DOAs of circular signals are obtained. Results of simulations and real tests demonstrate the effectiveness and performance of the proposed algorithm.
Research Area(s)
- Angulation positioning method, direction-of-arrival (DOA) estimation, noncircular and circular signals, patient tracking system
Citation Format(s)
The application of DOA estimation approach in patient tracking systems with high patient density. / Wan, Liangtian; Han, Guangjie; Shu, Lei et al.
In: IEEE Transactions on Industrial Informatics, Vol. 12, No. 6, 7470541, 01.12.2016, p. 2353-2364.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review