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In this paper, we propose an in-node microprocessor-based vehicle classification approach to analyze and determine the types of vehicles passing over a 3-axis magnetometer sensor. Our approach for vehicle classification utilizes J48 classification algorithm implemented in Weka (a machine learning software suite). J48 is a Quinlan's C4.5 algorithm, an extension of decision tree machine learning based...
In an Aircraft Electric Power Distribution (EPD) system, the power is distributed from generators to loads, sensors and actuators through AC and DC distribution buses using control switches. Over the years, with the increase demands of loads and its power requirement, EPD system must be optimized in order to operate the system efficiently. In this paper, we propose a synthesis tool based on a need-based...
Designing a distributed wireless sensor network can be a difficult effort without using simulation tools. These tools should provide a robust and efficient solution for the problem with quick response time. However, available simulation tools for designing wireless sensor networks are very limited. Authors in [1] proposed an interactive design tool based on Dijkstra's algorithm which can assist rapid...
Designing backbone network architecture (position of routers) of a distributed wireless sensor network for smart buildings can be a difficult task without the use of computer-aided tools. These tools should provide a robust and efficient solution to the problem with quick response time. However, available synthesis tools for designing wireless sensor networks are very limited, and in most cases, do...
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