activity
20112021
most citedOn Optimality of Myopic Policy for Restless Multi-armed Bandit Problem with Non i.i.d. Arms and Imperfect Detection

62 citations · 76 across the 9 of their papers we have counts for

collaborators

9 papers

cs.IT2021★ 1 cited

Max-Min Energy-Efficiency Fair Optimization in STAR-RIS Assisted System

Ruitianyi Lu, Kehao Wang

In this paper, we investigate simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-RIS), which enables to communicate with users both sides by trans…

math.OC2016

Optimality of Myopic Policy for Restless Multiarmed Bandit with Imperfect Observation

Kehao Wang

We consider the scheduling problem concerning N projects. Each project evolves as a multi-state Markov process. At each time instant, one project is scheduled to work, and some rew…

cs.OH2015★ 3 cited

Finding Needles in a Haystack: Missing Tag Detection in Large RFID Systems

Jihong Yu, Lin Chen, Kehao Wang

Radio frequency identification (RFID) technology has been widely used in missing tag detection to reduce and avoid inventory shrinkage. In this application, promptly finding out th…

eess.SY2015★ 1 cited

From Static to Dynamic Tag Population Estimation: An Extended Kalman Filter Perspective

Jihong Yu, Lin Chen

Tag population estimation has recently attracted significant research attention due to its paramount importance on a variety of radio frequency identification (RFID) applications.…

cs.NI2014★ 1 cited

Pricing Mobile Data Offloading: A Distributed Market Framework

Kehao Wang, Francis C. M. Lau, Lin Chen +1

Mobile data offloading is an emerging technology to avoid congestion in cellular networks and improve the level of user satisfaction. In this paper, we develop a distributed market…

eess.SY2012★ 62 cited

On Optimality of Myopic Policy for Restless Multi-armed Bandit Problem with Non i.i.d. Arms and Imperfect Detection

Kehao Wang, Lin Chen, Quan Liu +1

We consider the channel access problem in a multi-channel opportunistic communication system with imperfect channel sensing, where the state of each channel evolves as a non indepe…

cs.NI2012★ 2 cited

On Optimality of Myopic Sensing Policy with Imperfect Sensing in Multi-channel Opportunistic Access

Kehao Wang, Lin Chen, Quan Liu +1

We consider the channel access problem under imperfect sensing of channel state in a multi-channel opportunistic communication system, where the state of each channel evolves as an…

cs.LG2011★ 1 cited

On Optimality of Greedy Policy for a Class of Standard Reward Function of Restless Multi-armed Bandit Problem

Quan Liu, Kehao Wang, Lin Chen

In this paper,we consider the restless bandit problem, which is one of the most well-studied generalizations of the celebrated stochastic multi-armed bandit problem in decision the…

cs.IT2011★ 5 cited

On the Optimality of Myopic Sensing in Multi-channel Opportunistic Access: the Case of Sensing Multiple Channels

Kehao Wang, Lin Chen

Recent works have developed a simple and robust myopic sensing policy for multi-channel opportunistic communication systems where a secondary user (SU) can access one of N i.i.d. M…