Received Signal Strength Estimation in Indoor Environment using High Frequency Rytov Approximation
We present a new and improved formulation of Rytov approximation using the theory of ray tracing in low loss media for solving the direct scattering problem. The resultant model provides an accurate prediction of wave scattering in presence of electrically large scatterers with high permittivity and small loss tangent. The high validity range and the straightforward linear formulation of the proposed model make it suitable for accurately predicting the received signal strength (RSS) in indoor environments. We provide experimental results from a real indoor environment to show that the proposed method closely matches experimental RSS values and achieves up to 10 times higher validity range than any other existing method. Also, since the proposed method provides an accurate solution to the direct scattering problem, it can also be an ideal candidate for inverse scattering applications.