System and method for classifying sensed atrial events in a cardiac pacing system

The present invention relates to cardiac pacing systems capable of recognizing and classifying sensed cardiac signals. More specifically, the present invention relates to a signal classification system for recognizing and classifying P-wave signals and far field R-wave signals based upon a form of the signal through use of a form factor histogram. A system for a method of classifying distinct signals sensed from an electrode of an implantable cardiac pacing system positioned within an atrium of a heart of a patient is disclosed. The cardiac pacing system includes a pulse generator for generating pacing pulses and a controller for controlling the operation of a pacemaker. The method includes collecting atrial event signals consisting of P-wave signals and far field R-wave signals. An interim form factor histogram is generated based upon a form of collected atrial event signals. The interim form factor histogram includes an interim P-wave form factor histogram and an interim far field R-wave form factor histogram, each having bins of atrial event signals. A previously generated form factor histogram is weighted and combined with the interim form factor histogram to create a representative form factor histogram. The representative form factor histogram is analyzed to determine if a minimal safety margin is located between the representative P-wave form factor histogram and the representative far field R-wave form factor histogram. Atrial event signals are classified by form as either P-wave signals or far field R-wave signals based upon the representative form factor histogram.