Abstract: Applications, algorithms and technologies are disclosed for machine-to-machine communications, biometric identification and sensor data fusion. Applications include authentication, e-commerce and energy management. Algorithms include biometric signature generation and identification, as well as data fusion methods. Technologies include biometric and environmental sensing and identification. Advantages of the invention include more robust person authentication, greater immunity to theft of personal property and information, and enhanced building energy management.