Principal Component Analysis of VHO parameters
Siddharth Goutam, Srija Unnikrishnan, Archana Karandikar, Aradhana Goutam · 2022 IEEE 11th International Conference on Communication Systems and Network Technologies (CSNT) · 2022
In this research article, we have designed an algorithm for Vertical Handover (VHO) based on Principal Component Analysis (PCA).Vertical Handover is extremely important in designing & dimensioning the network. In practical scenarios, it is very difficult to monitor the various parameters of Vertical Handover (VHO) as it puts a lot of load in the system. Thus in order to reduce the load we have designed an algorithm for network selection using Principal Component Analysis (PCA) which reduces multi-dimensional data into one dimensional data. The main parameters taken into consideration are Received Signal Strength (RSS), Bandwidth, Cost and Velocity of the user.