Title :
Detecting the direction of motion in a binary sensor network
Author :
Karras, Panagiotis ; Mamoulis, Nikos
Author_Institution :
Dept. of Comput. Sci., Hong Kong Univ.
Abstract :
We examine the problem of detecting the direction of motion in a binary sensor network; in such a network each sensor´s value is supplied reliably in a single bit of information: whether the moving object is approaching towards or moving away from the sensor. We demonstrate that the geometric properties of the network itself can be exploited for the detection of movement direction, from a single instance of sensor reading only. Moreover the estimation is performed in a distributed processing fashion, with only a minimal data collection at situation-dependent leading sensors and features a low computational burden on each sensor. In addition, different detection instances drain the resources of different groups of sensors, of a small size compared to the size of the whole network. Our experiments demonstrate high accuracy that increases with sensor density and/or sensing range, while the responsiveness of the detection model is practically instantaneous
Keywords :
wireless sensor networks; binary sensor network; direction-of-motion detection; distributed processing; Acoustic sensors; Computer networks; Computer science; Intelligent networks; Magnetic sensors; Military computing; Motion detection; Optical sensors; Sensor phenomena and characterization; Target tracking;
Conference_Titel :
Sensor Networks, Ubiquitous, and Trustworthy Computing, 2006. IEEE International Conference on
Conference_Location :
Taichung
Print_ISBN :
0-7695-2553-9
DOI :
10.1109/SUTC.2006.1636208