Human Behavior Estimation from Power Consumption Patterns of appliances over Smart Tap Network

We propose a method for human behavior estimation from power consumption patterns of electrical appliances over Smart Tap Network that constructed by smart taps(intelligent outlet with voltage/current sensor, signal processor and wireless communication ). This method detects human-induced state-transitions of appliances and estimates human position using their placement information.