4 papers
A Structure-aware Online Learning Algorithm for Markov Decision Processes
Arghyadip Roy, Vivek Borkar, Abhay Karandikar +1
To overcome the curse of dimensionality and curse of modeling in Dynamic Programming (DP) methods for solving classical Markov Decision Process (MDP) problems, Reinforcement Learni…
An Energy-Aware WLAN Discovery Scheme for LTE HetNet
Pravjyot Singh Deogun, Arghyadip Roy, Abhay Karandikar
Recently, there has been significant interest in the integration and co-existence of Third Generation Partnership Project (3GPP) Long Term Evolution (LTE) with other Radio Access T…
Optimal Traffic Splitting Policy in LTE-based Heterogeneous Network
Pradnya Kiri Taksande, Arghyadip Roy, Abhay Karandikar
Dual Connectivity (DC) is a technique proposed to address the problem of increased handovers in heterogeneous networks. In DC, a foreground User Equipment (UE) with multiple transc…
Performance Evaluation of Optimal Radio Access Technology Selection Algorithms for LTE-WiFi Network
Arghyadip Roy, Prasanna Chaporkar, Abhay Karandikar
A Heterogeneous Network (HetNet) comprises of multiple Radio Access Technologies (RATs) allowing a user to associate with a specific RAT and steer to other RATs in a seamless manne…