Radio Frequency Planning is the strategic process of assigning frequencies to radio stations to ensure optimal coverage and minimize interference, crucial for efficient spectrum utilization. It involves analyzing geographical, technical, and regulatory factors to design a network that meets service requirements while adhering to legal constraints.