77 citations · 329 across the 57 of their papers we have counts for
5 papers · 2 filters
Distributed Target Tracking based on Localization with Linear Time-Difference-of-Arrival Measurements: A Delay-Tolerant Networked Estimation Approach
Mohammadreza Doostmohammadian, Themistoklis Charalambous
This paper considers target tracking based on a beacon signal's time-difference-of-arrival (TDOA) to a group of cooperating sensors. The sensors receive a reflected signal from the…
Logarithmically Quantized Distributed Optimization over Dynamic Multi-Agent Networks
Mohammadreza Doostmohammadian, Sérgio Pequito
Distributed optimization finds many applications in machine learning, signal processing, and control systems. In these real-world applications, the constraints of communication net…
Nonlinear Perturbation-based Non-Convex Optimization over Time-Varying Networks
Mohammadreza Doostmohammadian, Zulfiya R. Gabidullina, Hamid R. Rabiee
Decentralized optimization strategies are helpful for various applications, from networked estimation to distributed machine learning. This paper studies finite-sum minimization pr…
Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data
Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi +2
Decentralized strategies are of interest for learning from large-scale data over networks. This paper studies learning over a network of geographically distributed nodes/agents sub…
Survey of Distributed Algorithms for Resource Allocation over Multi-Agent Systems
Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani +5
Resource allocation and scheduling in multi-agent systems present challenges due to complex interactions and decentralization. This survey paper provides a comprehensive analysis o…