Model checking techniques have traditionally dealt with temporal logic languages and automata interpreted over ω-words, i.e., infi- nite in the future but finite in the past. However, time with also an infinite past is a useful abstraction in specification. It allows one to ignore the complexity of system initialization in much the same way as system termination may be abstracted away by allowing an infinite future. One can then write specifications that are simpler and more easily understandable, because they do not include the description of the operations (such as configuration or installation) typically performed at system deployment time. The present pa- per is centered on the problem of satisfiability checking of linear temporal logic...