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Real Time Human Mobility State Classification using gsm technology
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Real - Time Human Mobility State Classification using gsm technology

Category : Telematics

Sub Category : Smart Surveillance

Project Code : ITTEL06

Project Abstract


The key benefits of using the Smartphone accelerometer for human mobility analysis, with or without location determination based upon GPS, Wi-Fi or GSM is that it is energy-efficient, provides real-time contextual information and has high availability. Using measurements from an accelerometer for human mobility analysis presents its own challenges as we all carry our smart phones differently and the measurements are body placement dependent. Also it often relies on an on-demand remote data exchange for analysis and processing; which is less energy-efficient, has higher network costs and is not real-time. We present a novel accelerometer framework based upon a probabilistic algorithm that neutralizes the effect of different Smartphone on-body placements and orientations to allow human movements to be more accurately and energy-efficiently identified. Using solely the embedded Smartphone accelerometer without need for referencing historical data and accelerometer noise filtering, our method can in real-time with a time constraint of 2 seconds identify the human mobility state. The method achieves an overall average classification accuracy of 92 percent when evaluated on a dataset gathered from fifteen individuals that classified nine different urban human mobility states.

Existing system

Proposed  system


  Now a day’s the human location is finding only by GPS value. If the user is continuously moved from one place to another place we could not get exact location.

Drawbacks existing system:

Ø  Low accuracy

Ø  Difficult to get the exact location for moving person


In proposed system, we can design a new to system to get the exact location of the moving person by MEMS technology.


Advantages existing system:

Ø  Point out the exact location

Ø  Low cost

Ø  High accuracy

Ø  High efficiency

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