中文摘要：

智能手机处于待机状态下仍会消耗能量,这些能量部分消耗在网络数据的通信上;为了降低这些功耗,提高智能手机的续航能力;提出一种基于情景感知的电源管理策略,通过机器学习的方法来进行决策,智能地管理移动终端的网络接口,通过使持续性的网络连接变成间断性的网络连接来减少功耗;在Android移动终端上对提出的策略进行相关实验和对比,能有效的提高续航能力。

英文摘要：

Intelligent mobile phone will still consume energy in standby state and the energy is consumed in portions of the data communication network.In order to reduce the power consumption and improve the intelligent mobile phone battery life,put forward a context aware based power management strategy,through machine learning method to make the decision,intelligent management of mobile terminal network interface,by making continuous network connection as a discontinuity of the network connection to reduce power consumption.The related experiments and comparison of the proposed strategy on the Android mobile terminal,can effectively improve the endurance capacity.