Page 98 - ITU Journal Future and evolving technologies Volume 2 (2021), Issue 3 – Internet of Bio-Nano Things for health applications

ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 3

Table 1 – Data table for cognitive functioning Table 2 – Data table for occipital functioning

Channel 1 Channel 2 Channel 7 Channel 8
–8762.24 –1654.23 –45548 0

–8680.41 –1641.42 –45529.09 0
–7665.33 –2408.71 –45505.09 0
–7226.03 –2746.78 –45511.95 0

–7854.65 –2301.63 –45524.82 0
–8755.38 –1620.7 –45539.8 0
–8709.45 –1639.95 –45550.55 0
–7669.87 –2445.26 –45539.89 0

–7241.63 –2752.37 –45545.79 0
–7833.17 –2260.28 –45539.69 0
–8733.85 –1601.48 –45525.16 0

–8707.7 –1643.84 –45503.43 0
–7682.54 –2453.39 –45484.52 0
–7209.76 –2752.51 –45492.59 0

–7824.81 –2268.88 –45491.92 0
–8728.29 –1647.03 –45496.77 0
–8722.86 –1656.98 –45506.79 0

–7701 –2421.3 –45513.67 0
–7238.48 –2782.5
–7821.79 –2314.9
–8732.8 –1594.57 6. CONCLUSION

Table 1 illustrates the raw data of brainwave The analysis of the brainwave signals developed
reading during cognitive functioning. The subject over the decades has laid the foundation for the
was asked to read and concentrate between the notion of the BCI-based control system. The
focus and out-of-focus state. During which, only the possibilities of implementing BCI can have a
channels connected to the frontal region of the profound impact on all branches of science and
brain were kept activated. The collected data is technology, creating opportunities for every
transmitted to Arduino through means of serial individual regardless of their physical capabilities.
communication, and thus, the motion of the car is The IoT based brainwave assistive system for
controlled. paralyzed individuals is designed to attain
opportunities as such. The results achieved thus
Furthermore, Table 2 demonstrates a portion of far, delivers beneficial analysis and provides
the data table from the acquired brainwave insights on further potential of the brainwave data.
connected to a single channel in the occipital region However, our future aspects of the paper envisions
of the brain. However, the tables provide the raw precision control of large-scale automated devices
data that had been initially obtained. Henceforth, such as a wheelchair. Hence, for expanding
the use of Python and the lab streaming layer accuracy control through further propagation of
allowed the live streaming of the brainwave data, the data, machine learning propositions will be
which was observed during the software control incorporated to the current paper.
task.

86 © International Telecommunication Union, 2021