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Ray propagation in nonuniform random lattices. Part II
Anna Martini1, Renzo Azaro, Massimo Franceschetti
1Department of Information and Communication Technology, University of Trento, Trento, Italy.
This study analyzes electromagnetic ray propagation in random lattices. The Martingale approach offers improved accuracy over the Markov approach for dense, slowly varying density profiles.
Area of Science:
- Optics and Photonics
- Statistical Physics
- Electromagnetism
Background:
- Ray propagation in complex media is crucial for understanding wave phenomena.
- Nonuniform random lattices present challenges due to their intricate structures.
- Electromagnetic wave interaction with occupied sites requires robust analytical models.
Purpose of the Study:
- To analytically evaluate the probability of electromagnetic ray penetration in nonuniform random half-plane lattices.
- To compare the efficacy of the Martingale approach against the Markov approach for ray propagation modeling.
- To present a modified Martingale approach yielding improved results for specific lattice configurations.
Main Methods:
- Analytical evaluation using the theory of Markov chains (Markov approach).
- Analytical evaluation using the theory of Martingale random processes (Martingale approach).
- Numerical validation comparing the two approaches under varying lattice densities.
Main Results:
- The Martingale approach, particularly with modifications, provides a more accurate method for analyzing ray propagation.
- The modified Martingale approach outperforms the Markov approach in dense lattices with slowly varying density profiles.
- Specular reflections on occupied lattice sites are modeled to determine penetration probability.
Conclusions:
- The Martingale approach is a powerful tool for modeling electromagnetic ray propagation in complex random media.
- The developed modifications enhance the predictive power of the Martingale approach for dense, nonuniform lattices.
- This research contributes to a deeper understanding of wave behavior in disordered optical and physical systems.
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