5 citations · 12 across the 7 of their papers we have counts for
5 papers · 1 filter
Partial Observation Amplifies Model Mismatch in MAP Estimation via Information-Curvature Margins
Junsei Ito, Yasuaki Wasa
This paper theoretically analyzes how system model mismatch displaces finite-horizon maximum a posteriori (MAP) initial-state estimates in controlled dynamical systems under partia…
Data-Driven Adaptive PID Control Based on Physics-Informed Neural Networks
Junsei Ito, Yasuaki Wasa
This article proposes a data-driven PID controller design based on the principle of adaptive gain optimization, leveraging Physics-Informed Neural Networks (PINNs) generated for pr…
Passivity-based Analysis and Design for Population Dynamics with Conformity Biases
Shunya Yamashita, Kodai Irifune, Takeshi Hatanaka +3
This paper addresses mechanisms for boundedly rational decision makers in discrete choice problem. First, we introduce two mathematical models of population dynamics with conformit…
Contract Theory Approach to Incentivizing Market and Control Design
Yasuaki Wasa, Kenji Hirata, Kenko Uchida
We discuss an incentivizing market and model-based approach to design the energy management and control systems which realize high-quality ancillary services in dynamic power grids…
Cooperative Environmental Monitoring for PTZ Visual Sensor Networks: A Payoff-based Learning Approach
Takeshi Hatanaka, Yasuaki Wasa, Masayuki Fujita
This paper investigates cooperative environmental monitoring for Pan-Tilt-Zoom (PTZ) visual sensor networks. We first present a novel formulation of the optimal environmental monit…