This SpringerBrief evaluates the cooperative effort of sensor nodes to accomplish highlevel tasks with sensing, data processing and communication. The metrics of networkwide convergence, unbiasedness, consistency and optimality are discussed through network topology, distributed estimation algorithms and consensus strategy. Systematic ana