Thanks for the opinions, this whole key issue indeed is rather mysterious. Maybe now I just have to buy a new original key from BMW at some point. After all, I have never heard anyone having a faulty receiver. Chinese Ebay key fob was worth a try though since it was so cheap.

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09/2003 X5 3.0i
02/2003 X5 4.6is (non-runner)