9 citations · 9 across the 4 of their papers we have counts for
4 papers
Reinforcement Learning for Secrecy Optimization in Underwater Energy Harvesting Relay Network
Shalini Tripathi, Ankur Bansal, Chinmoy Kundu
This paper explores secure communication in an underwater energy-harvesting (EH) relay network that supports hybrid optical-acoustic transmission. The optical hop is modeled using…
Secure Energy Efficient Wireless Transmission: A Finite v/s Infinite-Horizon RL Solution
Shalini Tripathi, Ankur Bansal, Holger Claussen +2
In this paper, a joint optimal allocation of transmit power at the source and jamming power at the destination is proposed to maximize the average secrecy energy efficiency (SEE) o…
Joint Transmit and Jamming Power Optimization for Secrecy in Energy Harvesting Networks: A Reinforcement Learning Approach
Shalini Tripathi, Chinmoy Kundu, Animesh Yadav +3
In this paper, we address the problem of joint allocation of transmit and jamming power at the source and destination, respectively, to enhance the long-term cumulative secrecy per…
Recurrent Neural Network Assisted Transmitter Selection for Secrecy in Cognitive Radio Network
Shalini Tripathi, Chinmoy Kundu, Octavia A. Dobre +2
In this paper, we apply the long short-term memory (LSTM), an advanced recurrent neural network based machine learning (ML) technique, to the problem of transmitter selection (TS)…