4 papers · 1 filter
Low-Bit Distributed Constrained Optimization with Application to Optimal Scheduling and Allocation
Mohammadreza Doostmohammadian, Sergio Pequito
This paper proposes a distributed resource allocation algorithm in which each agent communicates only the sign of its local cost gradient, a single bit per directed link per iterat…
Adding Heavy-Ball Momentum to Distributed Constrained Optimization for Energy Resource Management Subject to Time-Delays and Quantization
Mohammadreza Doostmohammadian, Sergio Pequito
This paper studies a hybrid discrete-time signed gradient-consensus method with heavy-ball momentum, paired communication delays, and fixed logarithmic quantization. The method pre…
Distributed Algorithms for Filtering, Estimation, and Fault Detection over Cyber-Physical-Systems: A Tutorial and Survey
Mohammadreza Doostmohammadian, Mahdi Shamsi, Hadi Zayyani +4
This survey provides overview of distributed estimation, filtering, and fault detection techniques in the context of cyber-physical systems (CPS). To establish a strong foundation,…
Steering Fractional-Order Network Dynamics via Joint Parameter and State Control
Alessandro Varalda, Sergio Pequito
This paper studies the control of discrete-time linear fractional-order networks, a flexible modeling framework for systems with long-range memory such as power grids, biological n…