198 citations · 2.1k across the 126 of their papers we have counts for
5 papers · 1 filter
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking
Anthony Trezza, Donald J. Bucci, Pramod K. Varshney
Gibbs sampling is one of the most popular Markov chain Monte Carlo algorithms because of its simplicity, scalability, and wide applicability within many fields of statistics, scien…
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges
Donald J. Bucci, Pramod K. Varshney
In multi-target tracking, sensor control involves dynamically configuring sensors to achieve improved tracking performance. Many of these techniques focus on sensors with memoryles…
Sensor Selection for Target Tracking in Wireless Sensor Networks with Uncertainty
Nianxia Cao, Sora Choi, Engin Masazade +1
In this paper, we propose a multiobjective optimization framework for the sensor selection problem in uncertain Wireless Sensor Networks (WSNs). The uncertainties of the WSNs resul…
Consensus based Detection in the Presence of Data Falsification Attacks
Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney
This paper considers the problem of detection in distributed networks in the presence of data falsification (Byzantine) attacks. Detection approaches considered in the paper are ba…
Target Tracking via Crowdsourcing: A Mechanism Design Approach
Nianxia Cao, Swastik Brahma, Pramod K. Varshney
In this paper, we propose a crowdsourcing based framework for myopic target tracking by designing an incentive-compatible mechanism based optimal auction in a wireless sensor netwo…