“In the realm of multi-agent systems, a novel distributed formation control scheme has been introduced. This research addresses the challenge of coordinating heterogeneous agents across different dimensions with limited network resources. The study presents a cross-dimensional event-triggered communication mechanism to optimize resource use, transforming the formation control issue into a stability problem of an error system. The findings pave the way for efficient formation control in resource-constrained environments, offering a significant advancement in the field.”