cliffmac,

What is your reasoning for thinking it is not the Crankshaft Position Sensor?

Another thing is, when it starts stumbling, if I press the accelerator and increase the RPM, it runs smoothly at the higher RPM. And I read somewhere that the AC voltage from the CPS increases, when RPM increases.

I want to be corrected if I'm on the wrong path here.