Title :
An integrated, low power localization system for sensor networks
Author :
Karalar, Tufan C. ; Yamashita, Shunzo ; Sheets, Michael ; Rabaey, Jan
Author_Institution :
California Univ., Berkeley, CA, USA
Abstract :
Localization (a.k.a. locationing) is a central concern for ubiquitous self-configuring sensor networks. In this paper the implementation of a distributed, least-squares-based localization algorithm is presented. Low power and energy dissipation are key requirements for sensor networks. As part of the sensor network, the localization system must also conform to these requirements. An ultra-low-power and dedicated hardware implementation of the localization system is therefore presented. The cost of fixed-point implementation is also investigated. The design is implemented in a 0.13 μ CMOS process. It dissipates 1.7 mW of active power and 0.122 J/op of active energy with a silicon area of 0.55 mm2. The mean calculated location error due to fixed-point implementation is shown to be 6%.
Keywords :
least squares approximations; mobile computing; mobility management (mobile radio); wireless sensor networks; distributed algorithm; least-square method; low power localization system; self-configuring sensor network; ubiquitous computing; Equations; Gold; Hardware; Iterative algorithms; Least squares methods; Linear systems; Matrices; Matrix decomposition; Reflection; Sensor systems;
Conference_Titel :
Mobile and Ubiquitous Systems: Networking and Services, 2004. MOBIQUITOUS 2004. The First Annual International Conference on
Print_ISBN :
0-7695-2208-4
DOI :
10.1109/MOBIQ.2004.1331707