Techniques for optimization of redundancy and throughput in an automated meter data collection system using a wireless network are disclosed herein. The wireless network comprises a central node, a plurality of bi-directional nodes, and a plurality of transmit-only meters. Each of the bi-directional nodes is in bi-directional wireless communication with the central node and has a wireless communication path to the central node that is either a direct path or an indirect path through one or more intermediate bi-directional nodes serving as relay nodes. The transmit-only meters wirelessly transmit meter data that is then relayed by one or more bi-directional nodes to the central node. Each of the bi-directional nodes is assigned one or more authorized transmit-only meters, and each of the bi-directional nodes is configured to relay meter data only from its authorized transmit-only meters, thereby providing an optimum level of redundancy and throughput in the network.