3 papers
cs.LG2026
MANET-GNN: Learned Decentralized Optimization of Power Allocation in Multi-Channel MANETs
Tomer Alter, Nir Shlezinger, Michael Segal
MANETs enable flexible infrastructure-less wireless connectivity in dynamic and resource-constrained environments. As modern MANETs exploit multiple frequency channels and support…
cs.NI2026
Decentralized Multi-Channel MANET Power Optimization Using Graph Neural Networks
Tomer Alter, Nir Shlezinger, Michael Segal
The increasing demand for mobile ad hoc networks (MANETs) calls for decentralized mechanisms that can allocate transmit power across nodes and channels under stringent resource con…
cs.IT2024
Rapid Optimization of Superposition Codes for Multi-Hop NOMA MANETs via Deep Unfolding
Tomer Alter, Nir Shlezinger
Various communication technologies are expected to utilize mobile ad hoc networks (MANETs). By combining MANETs with non-orthogonal multiple access (NOMA) communications, one can s…