Abstract:The progress in time series analysis based upon complex network theory was reviewed in detail.Some advances were repoited on the essential problems in application of the theories and methods with realworld time series, including the competitions between different components of mixture series, network description of two dimensional landscapes, and the joint use of time series analysis tools.