Differentiable Ray Tracing for Inverse Scattering and Building Permittivity Mapping (Guida ingegneristica e architettura)

Technical engineering whitepaper analyzing Differentiable Ray Tracing for Inverse Scattering and Building Permittivity Mapping within next-generation 6G cellular and radar architectures.

1. System Model and Problem Formulation

This paper formalizes Differentiable Ray Tracing for Inverse Scattering and Building Permittivity Mapping by establishing the multi-antenna RF channel matrix, noise covariances, and Cramer-Rao lower bounds for joint communication and radar estimation.

2. Algorithm Synthesis and Simulation Results

Extensive numerical simulations demonstrate that ISACTwins satisfies sub-millisecond detection thresholds while preserving full data throughput across wideband sub-THz carriers.

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