This work newly proposes a direct data‐driven, linear matrix inequality (LMI)‐based reference tracking proportional‐integral (PI) controller for a marginally stable single‐link flexible system. The inherent flexibility of the link, coupled with unmodeled system dynamics, poses significant challenges in achieving accu...
Jayita Saha, Shrabasti Batabyal, Mousumi Mukherjee et al.· Optimal control applications...· 0 citations
This work presents an optimal predefined‐time tracking control framework for a nonlinear robot manipulator subject to exogenous disturbances that blends RL‐based optimal tracking control with predefined‐time robustness, making it well‐suited for Industry 5.0: human‐centric robotic systems.
Seema Chaudhary, Vaishnavi Gupta, Dipayan Guha et al.· Optimal control applications...· 0 citations
This paper presents a resilient learning‐based adaptive sliding‐mode consensus control framework for nonlinear multi‐agent systems subject to switching communication topologies and actuator‐side cyberattacks. A distributed sliding‐mode leader‐follower tracking consensus protocol is first developed to ensure robust co...
Amit Anand, Dipayan Guha, S. Purwar· International Journal of Rob...· 0 citations
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