Wireless channel modeling is essential for understanding and predicting how wireless signals propagate through different environments, enabling the design of more efficient and reliable communication systems. It involves the mathematical representation of signal attenuation, multipath effects, and interference, which are influenced by physical obstacles, frequency, and distance.