Running a marine radio on a deep cycle battery is workable, but there are several things to consider. Deep cycle batteries are designed to provide a small amount of current over a long period of time; therefore, they are a good match for powering the sorts of electronics that a marine radio is made up of.
First comes the battery capacity and radio power consumption. Marine radios are designed to have an extremely low power consumption; usually, it is estimated between several watts to some dozens of watts according to the model and the transmission mode receive or transmit. In theory, a deep cycle battery with 100 Ah or more should be able to keep a marine radio going for a long time, even in transmissions.
However, the important thing is to be aware that it is going to decrease with time, as with any battery, depending on the power taken up by the radio and time of operation.
Transmission takes more power compared to reception; therefore, if one intends to use it mostly for transmission, then a larger capacity of the battery maybe required, or other means of charging could be considered.
Other factors include the age and condition of the battery. As deep cycle batteries get older, their capacity reduces, hence they cannot sustain the required power output for as long as a new battery would. Deep cycle batteries require maintenance and replacement regularly for them to function reliably.
Besides the battery capacity, one should also acknowledge the electrical system efficiency and voltage drops that may lead to loss of performance or damage to the electronics. Most Marine radios operate off either 12 or 24 volts, and any kind of voltage drop will surely affect their performance or damage the electronics. Proper wiring and sizing of the cables can minimize voltage drops, therefore allowing efficient power delivery.
That means, in general, running a marine radio on a deep cycle battery is quite feasible; however, a number of factors have to be taken into consideration, which mainly include the capacity of the battery, power consumption by the radio, and efficiency of the electrical system. The battery also has to be kept in proper maintenance and monitored for the level of charge to ensure that such continuous operation takes place without potential problems.