Optimization of the data transactions and computations in IoT sensors
Optimization of the data transactions and computations in IoT sensors
复制标题
优化物联网传感器中的数据交易和计算
DOI：
10.1109/iota.2016.7562752
复制
发表时间：
2016
期刊：
影响因子：
--
通讯作者：
M. Ramachandra
中科院分区：
文献类型：
--
作者：
M. Ramachandra
已经发现，从远程IoT传感器到服务器的数据传输以用于进一步处理和使用在网络的带宽利用率、真实的时间数据传输的约束、所涉及的计算复杂性和传感器的电池寿命方面是昂贵的。如果降低传感器的计算复杂度以最大限度地减少电池使用，则要传输到服务器的数据量会增加，这反过来会耗尽电池。在本文中，已经提出了一种方法，在传感器端的处理的优化与减少在网络上的数据传输的量子。在实现过程中采用了信息差分反馈的新概念。
Data transfer from the remote IoT sensors to the servers for further processing and usage has been found to be costly in terms of the bandwidth utilization of the network, the constraint of real time data transfer, the computational complexity involved and the battery life of the sensor. If the computation complexity at the sensor is reduced to minimize the battery usage, the quantum of data that is to be transferred to the server increases which in turn drains out the battery. In this paper, a method has been suggested for the optimization of the processing at the sensor end with reduction in the quantum of the data transfer over the network. The novel concept of differential feedback of information is utilized in the implementation.