A bad sensor might result in:
* Poor fuel mixture: A faulty mass airflow sensor (MAF), oxygen sensor (O2), or throttle position sensor (TPS) could lead to a lean or rich fuel mixture. A lean mixture is more prone to detonation (knocking), but this knocking would likely be more of a pinging sound and more broadly distributed across the engine, not necessarily isolated to the top.
* Incorrect ignition timing: Problems with the crankshaft position sensor (CKP) or camshaft position sensor (CMP) can lead to incorrect spark timing, which might also cause knocking, but again, this would probably not be isolated to the top of the engine.
To diagnose the knocking, you need to consider other potential causes:
* Low engine oil: Insufficient lubrication can lead to knocking from the bearings.
* Worn piston rings or bearings: This is a more severe mechanical issue.
* Valvetrain issues: Problems with the valves, lifters, or rocker arms could potentially cause a knocking sound from the top end.
* Low octane fuel: Using fuel with a lower octane rating than recommended can cause detonation.
In short: If your 2003 Impala has a knocking sound from the top of the engine, a bad sensor is a less likely culprit than a problem with the internal engine components. You should have a mechanic diagnose the issue promptly before further damage occurs. Simply replacing sensors at random is not a good approach.