Practical method for modeling conductor roughness using cubic close-packing of equal spheres

In the GB/s regime, accurate modeling of conductor loss is a precursor to successful high-speed serial link design. By using available conductor roughness data published in manufacturers' data sheets, an equivalent multi-sphere model, based on the cubic closed-packing of equal spheres, is presented and applied to the Huray roughness model.