Title :
A Fusion Method of Heterogeneous Information for Sea-surface Wireless Sensor Networks Positioning
Author :
Xu, Weiming ; Wang, Gengfeng ; Chen, Huirong ; Yin, Xiaodong
Author_Institution :
Naval Inst. of Hydrogr. Surveying & Charting, Tianjin Inst. of Surveying & Mapping, Tianjin, China
Abstract :
To solve the precise positioning issue of underwater maneuver targets (UMTs), based on sea-surface wireless sensor networks (S2WSN) technique, this paper proposes a new positioning algorithm without exterior satellite-based or earth-based wireless navigation information as well as underwater space-time datum. The measure equations of UMT´s positioning are assembled by combining the relative radio ranges among ships with the angles of arrivals (AOAs) from UMT. Meanwhile, Helmert variance estimation technology is utilized to resolve the mismatch problem of weight ratio in heterogeneous information fusion between radio range and AOAs. Monte Carlo simulation shows that the bias of the proposed algorithm, in which the weight of heterogeneous information is adaptively adjusted by Helmert technology.
Keywords :
Monte Carlo methods; position control; wireless sensor networks; AOA; Helmert technology; Helmert variance estimation technology; Monte Carlo simulation; S2WSN technique; UMT; angles of arrivals; earth-based wireless navigation information; exterior satellite-based wireless navigation information; fusion method; heterogeneous information fusion; mismatch problem; positioning algorithm; precise positioning; radio range; sea-surface wireless sensor networks positioning; underwater maneuver targets; underwater space-time datum; Acoustics; Distance measurement; Equations; Mathematical model; Underwater vehicles; Wireless sensor networks; fusion; heterogeneous information; positioning; underwater maneuver target; wireless sensor networks;
Conference_Titel :
Computer Distributed Control and Intelligent Environmental Monitoring (CDCIEM), 2012 International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4673-0458-0
DOI :
10.1109/CDCIEM.2012.12