3 citations · 4 across the 6 of their papers we have counts for
6 papers
On Distributed and Asynchronous Sampling of Gaussian Processes for Sequential Binary Hypothesis Testing
Nandan Sriranga, Saikiran Bulusu, Baocheng Geng +1
In this work, we consider a binary sequential hypothesis testing problem with distributed and asynchronous measurements. The aim is to analyze the effect of sampling times of joint…
Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks
Chen Quan, Yunghsiang S. Han, Baocheng Geng +1
This paper investigates distributed detection of sparse stochastic signals with quantized measurements under Byzantine attacks. Under this type of attack, sensors in the networks m…
Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks
Chen Quan, Baocheng Geng, Yunghsiang S. Han +1
This paper proposes a belief-updating scheme in a human-machine collaborative decision-making network to combat Byzantine attacks. A hierarchical framework is used to realize the n…
Sequential Processing of Observations in Human Decision-Making Systems
Nandan Sriranga, Baocheng Geng, Pramod K. Varshney
In this work, we consider a binary hypothesis testing problem involving a group of human decision-makers. Due to the nature of human behavior, each human decision-maker observes th…
Loss Attitude Aware Energy Management for Signal Detection
Baocheng Geng, Chen Quan, Tianyun Zhang +2
This work considers a Bayesian signal processing problem where increasing the power of the probing signal may cause risks or undesired consequences. We employ a market based approa…
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities
Baocheng Geng, Pramod K. Varshney
Recently, modeling of decision making and control systems that include heterogeneous smart sensing devices (machines) as well as human agents as participants is becoming an importa…