1BitISAC system with 1-bit converters at ISAC transmitter and sensing receiver achieves balanced performance and energy efficiency via QoS/QoD constrained designs solved by majorization-minimization and integer linear programming.
Billingsley, Convergence of probability measures
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A consensus + innovations algorithm with decaying additive Gaussian noise converges to the global minima of nonconvex functions under technical assumptions, with verification methods and a target-localization example.
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Massive MIMO-ISAC System With 1-Bit ADCs/DACs
1BitISAC system with 1-bit converters at ISAC transmitter and sensing receiver achieves balanced performance and energy efficiency via QoS/QoD constrained designs solved by majorization-minimization and integer linear programming.
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Distributed Global Optimization by Annealing
A consensus + innovations algorithm with decaying additive Gaussian noise converges to the global minima of nonconvex functions under technical assumptions, with verification methods and a target-localization example.