• Vivek Thoutam

In IoT we collect data from multiple sensors and process them using data processing workflows and transform these data as per the requirements of the application. In the process of transforming the data if any one of the sensors is unable to generate the data due to environmental / technical problem, how can we handle the continuation of data which is to be sent to applications without making the applications to wait for the recovery of sensor. That is, how can we minimize the time gap of retrieving the loss data from sensor. It’s like in networks if a packet is lost in internet the destination system asks for retransmission of packet, which consumes some amount of time. Instead of that we should have a mechanism which can handle the lost data from sensors. We discuss some applications of IoT and the impact of loss of data.

Linear Discriminant Analysis, multi sensor structure, Data fusion.

"DIFFICULTIES WITH MISSING DATA IN DIFFERENT APPLICATIONS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 6, page no.646-652, June-2018, Available :http://www.jetir.org/papers/JETIR1806895.pdf

"DIFFICULTIES WITH MISSING DATA IN DIFFERENT APPLICATIONS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 6, page no. pp646-652, June-2018, Available at : http://www.jetir.org/papers/JETIR1806895.pdf