Title :
HEIR: Heterogeneous interference recognition for wireless sensor networks
Author :
Meng Hou ; Fengyuan Ren ; Chuang Lin ; Mao Miao
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
With the rapid development of wireless communication technology, a large number of wireless networks and devices that have different PHY and MAC layers coexist with each other. 2.4GHz Industrial, Scientific and Medical (ISM) band is becoming increasingly crowded. Wireless Sensor Networks (WSNs) which use low-power communication standard IEEE802.15.4 share the unlicensed spectrum with a plethora of other devices and technologies, such as WiFi systems underlying IEEE802.11, Bluetooth systems underlying IEEE802.15.1, and even non-communication appliance like microwave ovens. The ability to detect what radios are operating in the neighborhood is a fundamental need of WSNs, ranging from network management to network security. Since there are no explicit mechanisms to recognize such heterogeneous interference sources, WSNs often have no reasonable way to guard against them. In this paper, we describe the main working principle of heterogeneous interference sources, and present HEIR, a detector that is able to accurately identify heterogeneous interference sources. HEIR builds on the insight that there are hidden repeating patterns of signals which can be used to construct unique signatures and identify different types in most wireless protocols. The method can be implemented through signal sampling, interference estimation, feature extraction, and device classification. We show the experimental evaluation in an indoor testbed that HEIR is accurate in several different scenarios, and can live on sensor nodes´ hardware. Since no any channel changes, the network topology is not interrupted, and the stable communication in real-time is ensured then.
Keywords :
Zigbee; feature extraction; protocols; radiofrequency interference; signal sampling; telecommunication network management; telecommunication network topology; telecommunication security; wireless LAN; wireless sensor networks; Bluetooth systems; HEIR; IEEE802.11; IEEE802.15.1; IEEE802.15.4; ISM band; Industrial, Scientific and Medical band; MAC layers; PHY layers; WiFi systems; device classification; feature extraction; frequency 2.4 GHz; heterogeneous interference recognition; interference estimation; low-power communication standard; network management; network security; network topology; sensor nodes; signal sampling; wireless communication technology; wireless devices; wireless networks; wireless protocols; wireless sensor networks; Feature extraction; IEEE 802.11 Standards; Interference; Microwave communication; OFDM; Wireless communication; Wireless sensor networks; classification; estimation; feature extraction; heterogeneous interference; identification method; sampling;
Conference_Titel :
World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014 IEEE 15th International Symposium on a
Conference_Location :
Sydney, NSW
DOI :
10.1109/WoWMoM.2014.6918961