Modulation Schemes


Modulation schemes refer to the techniques used to modify a carrier signal in order to encode digital information for transmission over a communication channel. In data science and artificial intelligence, modulation schemes are used in wireless communication systems, such as Wi-Fi and cellular networks, to transmit data between devices. The most common modulation schemes include amplitude modulation (AM), frequency modulation (FM), phase modulation (PM), and quadrature amplitude modulation (QAM). These schemes differ in the way they modify the carrier signal, and each has its own advantages and disadvantages in terms of data rate, bandwidth efficiency, and noise immunity. Modulation schemes are an important aspect of wireless communication systems, and their optimization is crucial for achieving high data rates and reliable communication.


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