Table 5.

Description of SGD federation algorithms.

Algorithm	Model Aggregation Methods	Local Update Method
FedAvg	weighted average aggregation	SGD optimizer
FedProx	weighted average aggregation	PGD optimizer
FedAtt	attention mechanism aggregation	SGD optimizer
FedPA	attention mechanism aggregation	PGD optimizer