What has time to do with it? The chanel is open or it is not?
p = 1-q
If there were one chanel, the probability it is open is q.
If there were two chanels, the probability that something is open is: q^2 (both), 2*q*p (one or the other), p^2 (neither)
If there were three chanels, the probability that something is open is: q^3 (all three), 3*(q^2)*p (two), 3*q*(p^2) (one), p^3 (none)
The coefficients should start to look familiar.
What if there were 'n' chanels?