4 papers
EBGT: Epistemology-aided Bayesian Game Theory for Uplink Power Control in Stochastically Distributed IoT Tiers
Nirmal D. Wickramasinghe, Indrakshi Dey, Dirk Pesch +1
Uplink power control in dense, heterogeneous Internet-of-Things (IoT) tiers is fundamentally limited by incomplete channel-state information (CSI) and mutual interference, while lo…
A Framework for Hybrid Collective Inference in Distributed Sensor Networks
Andrew Nash, Dirk Pesch, Krishnendu Guha
With the ever-increasing range of applications of Internet in Things (IoT) and sensor networks, challenges are emerging in various categories of classification tasks. Applications…
Epistemology-Inspired Bayesian Games for Distributed IoT Uplink Power Control
Nirmal D. Wickramasinghe, John Dooley, Dirk Pesch +1
Massive number of simultaneous Internet of Things (IoT) uplinks strain gateways with interference and energy limits, yet devices often lack neighbors' Channel State Information (CS…
Auction-based Adaptive Resource Allocation Optimization in Dense and Heterogeneous IoT Networks
Nirmal D. Wickramasinghe, John Dooley, Dirk Pesch +1
Efficient and reliable resource allocation within densely-deployed massive IoT networks remains a key challenge due to resource constraints among low-size, weight, and power (SWaP)…