Dear Adnan,
In advanced modulation schemes such as 16QAM, the simulation requires long sequence length to provide meaningful results. This is also something you have to set on instruments. You need to use long enough length to allow the system to provide proper results.
Usually, it is recommended to increase the sequence length and monitor the BER/SER and continue increase until the results are relatively close and stabilize.
Regards,
Ahmad