Fading is modeled by applying Contest Tree Pruning (CTP) to the sequence of
fading states that results from quantizing a sequence of real-valued fadin
g measurements. There results a family of finite state Markov chains of inc
reasing order that represent the channel with increasing fidelity. A fading
state may be the union of chain states, A particular model mag be chosen f
rom that family according to an application-specific criterion. The resulti
ng models facilitate analysis and simulation of wireless systems that explo
it channel memory. An example criterion compares each model's fading state
sojourn time statistics with those of the original sequence.