77 citations · 329 across the 57 of their papers we have counts for
5 papers · 1 filter
Distributed Detection and Mitigation of Biasing Attacks over Multi-Agent Networks
Mohammadreza Doostmohammadian, Houman Zarrabi, Hamid R. Rabiee +2
This paper proposes a distributed attack detection and mitigation technique based on distributed estimation over a multi-agent network, where the agents take partial system measure…
1st-Order Dynamics on Nonlinear Agents for Resource Allocation over Uniformly-Connected Networks
Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou +1
A general nonlinear st-order consensus-based solution for distributed constrained convex optimization is proposed with network resource allocation applications. The solution is…
Analysis of Contractions in System Graphs: Application to State Estimation
Mohammadreza Doostmohammadian, Themistoklis Charalambous, Miadreza Shafie-khah +2
Observability and estimation are closely tied to the system structure, which can be visualized as a system graph--a graph that captures the inter-dependencies within the state vari…
Distributed support-vector-machine over dynamic balanced directed networks
Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous +1
In this paper, we consider the binary classification problem via distributed Support-Vector-Machines (SVM), where the idea is to train a network of agents, with limited share of da…
Consensus-Based Distributed Estimation in the Presence of Heterogeneous, Time-Invariant Delays
Mohammadreza Doostmohammadian, Usman A. Khan, Mohammad Pirani +1
Classical distributed estimation scenarios typically assume timely and reliable exchanges of information over the sensor network. This paper, in contrast, considers single time-sca…