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This study proposes a deterministic tool based on the combination of the transmission line modelling method and a Kriging interpolation to search for optimal transmitter locations in indoor wireless systems. As a first step, the relevance of the technique is presented. Secondly, the methods are described based on their own formulations. Following, the methodology to combine the methods is presented where a simple case is used to exemplify the procedure and evaluate the accuracy. A two-dimensional (2D) complex case is presented to verify the robustness of the technique, and a 3D environment is studied to demonstrate the tool capability.