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" UNIQUE HUMAN HEALTH SURVILLANCE "

To develop a method that can accurately estimate the crowd count for a specified area without any tradeoff of private data using mm-wave FMCW radar sensor and detects the heart rate of the human being

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" UNIQUE HUMAN HEALTH SURVILLANCE "

To develop a method that can accurately estimate the crowd count for a specified area without any tradeoff of private data using mm-wave FMCW radar sensor and detects the heart rate of the human being

The problem " UNIQUE HUMAN HEALTH SURVILLANCE " solves

This study uses a 77 GHz frequency modulated continuous wave radar sensor to present an innovative people counting system based on adaptive peak detection Ordered statistic – Constant False Alarm Rate (OS-CFAR) and a vital sign verification algorithm. As a result, the sensor protects personal data while still being insensitive to lighting conditions and working with occlusions. To distinguish human targets, the system uses an adaptive OS-CFAR on the filtered and pre-processed range spectrum, followed by authentication utilizing vital sign verification in the second stage. The experimental setting contains a tabular dataset of up to 10 people present in a venue. In the scenario, 90 percent accuracy was obtained, and further work enhancements are expected in the coming stages.
we propose a radar-based robust people counting system that detects targets on the range spectrum using an adaptive OS-CFAR peak detection method.

  • It validates them using a vital sign verification algorithm.
  • In a room of ten participants, our method detected 9 out of 10 people, yielding a 90% accuracy rate.
  • Future work can be improved by using time series filtering and a room initialization algorithm to reduce all peaks behind the detected structure.
  • Then we can find the heart and the breathing rate of the human beings individually person by person.

Challenges we ran into

In this project we can able to find whether the object present is movable or not and then finds whether the moving object is human beings or anyother animals like dogs cats or any other by using vital sign verification. it also helps to detect the human's heart rate and the breath rate of the person individually .It can be used in the factories to count the workers and to monitor the heart rate of the workers. It can be used in the playing ground to monitor the heart and breathing rate of the players, In parliaments and government sectors and in the celebrations it can be used.

Discussion