A Gamma-distributed geometric constellation for ISAC, optimized with particle swarm optimization for joint sensing and communication metrics, matches neural network performance with fewer parameters and better compatibility with conventional hardware.
Reshaping the ISAC tradeoff under OFDM signaling: A probabilistic constellation shaping approach
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The paper delivers the first comprehensive survey of MIMO OFDM-based ISAC for low-altitude non-cooperative UAV surveillance, covering system modeling, detection and tracking, identification methods, experimental validations, open challenges, and future directions toward 5G-A and 6G.
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Gamma-Distributed Geometric Constellation for ISAC: Design and Analysis
A Gamma-distributed geometric constellation for ISAC, optimized with particle swarm optimization for joint sensing and communication metrics, matches neural network performance with fewer parameters and better compatibility with conventional hardware.
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MIMO OFDM-Enabled ISAC for Low-Altitude Non-Cooperative UAV Surveillance: A Survey
The paper delivers the first comprehensive survey of MIMO OFDM-based ISAC for low-altitude non-cooperative UAV surveillance, covering system modeling, detection and tracking, identification methods, experimental validations, open challenges, and future directions toward 5G-A and 6G.