61 citations · 471 across the 71 of their papers we have counts for
6 papers · 1 filter
Online Learning for Wireless Distributed Computing
Yi-Hsuan Kao, Kwame Wright, Bhaskar Krishnamachari +1
There has been a growing interest for Wireless Distributed Computing (WDC), which leverages collaborative computing over multiple wireless devices. WDC enables complex applications…
Empirical Evaluation of the Heat-Diffusion Collection Protocol for Wireless Sensor Networks
Pradipta Ghosh, He Ren, Reza Banirazi +2
Heat-Diffusion (HD) routing is our recently-developed queue-aware routing policy for multi-hop wireless networks inspired by Thermodynamics. In the prior theoretical studies, we ha…
Online Learning Schemes for Power Allocation in Energy Harvesting Communications
Pranav Sakulkar, Bhaskar Krishnamachari
We consider the problem of power allocation over a time-varying channel with unknown distribution in energy harvesting communication systems. In this problem, the transmitter has t…
Interference Power Bound Analysis of a Network of Wireless Robots
Pradipta Ghosh, Bhaskar Krishnamachari
We consider a fundamental problem concerning the deployment of a wireless robotic network: to fulfill various end-to-end performance requirements, a "sufficient" number of robotic…
Towards Controllability of Wireless Network Quality using Mobile Robotic Routers
Pradipta Ghosh, Raktim Pal, Bhaskar Krishnamachari
We consider a problem of robotic router placement and mobility control with the objective of formation and maintenance of an optimal communication network between a set of transmit…
Stochastic Contextual Bandits with Known Reward Functions
Pranav Sakulkar, Bhaskar Krishnamachari
Many sequential decision-making problems in communication networks can be modeled as contextual bandit problems, which are natural extensions of the well-known multi-armed bandit p…