Interpolation Techniques for Spatial Distributed System Identification Using Wireless Sensor Networks
نویسنده
چکیده
Wireless sensor networks (WSNs) being an assembly of hundreds or thousands of sensor nodes, each with sensing (temperature, humidity, sound level, light intensity, magnetism, etc.) and wireless communication capabilities, provide vast opportunities for monitoring and mathematical modeling the spatial information about a region of interest. Starting from the measurements collected by sensor nodes inside an investigated spatial distributed system, this paper offers a view upon the use of two interpolation techniques in system identification. Key-Words: spatial distributed system, system identification, sensor networks, interpolation.
منابع مشابه
Time Series Identification Methodology Using Wireless Sensor Networks
Wireless sensor networks being a collection of numerous sensor nodes, each with sensing (temperature, humidity, sound level, light intensity, magnetism, etc.) and wireless communication capabilities, provide huge opportunities for monitoring and mathematical modeling of the time-evolution of the physical quantities under investigation. Starting from the measurements collected by the sensor node...
متن کاملDesign and evaluation of two distributed methods for sensors placement in Wireless Sensor Networks
Adequate coverage is one of the main problems for distributed wireless sensor networks and The effectiveness of that highly depends on the sensor deployment scheme. Given a finite number of sensors, optimizing the sensor deployment will provide sufficient sensor coverage and save power of sensors for movement to target location to adequate coverage. In this paper, we apply fuzzy logic system to...
متن کاملImplementing Time Series Identification Methodology Using Wireless Sensor Networks
Wireless sensor networks being a collection of numerous sensor nodes, each with sensing (temperature, humidity, sound level, light intensity, magnetism, etc.) and wireless communication capabilities, provide huge opportunities for monitoring and mathematical modeling of the time-evolution of the physical quantities under investigation. Starting from the measurements collected by the sensor node...
متن کاملDesign and evaluation of two distributed methods for sensors placement in Wireless Sensor Networks
Adequate coverage is one of the main problems for distributed wireless sensor networks and The effectiveness of that highly depends on the sensor deployment scheme. Given a finite number of sensors, optimizing the sensor deployment will provide sufficient sensor coverage and save power of sensors for movement to target location to adequate coverage. In this paper, we apply fuzzy logic system to...
متن کاملOutlier Detection in Wireless Sensor Networks Using Distributed Principal Component Analysis
Detecting anomalies is an important challenge for intrusion detection and fault diagnosis in wireless sensor networks (WSNs). To address the problem of outlier detection in wireless sensor networks, in this paper we present a PCA-based centralized approach and a DPCA-based distributed energy-efficient approach for detecting outliers in sensed data in a WSN. The outliers in sensed data can be ca...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2009