Toward sensor localization using WiFi-AP anchors: realtime AP-RSS monitoring using sensor nodes

نویسندگان

  • Koki Tomishige
  • Shigemi Ishida
  • Shigeaki Tagashira
  • Akira Fukuda
چکیده

Sensor networks play an important role to enhance indoor mobile applications. The sensor network for human detection in a house, for example, cooperates with a mobile application and automatically controls home appliances. To realize such enhancement in a vast indoor environment such as in a building, we face a sensor localization problem. We need to get location of huge number of sensor nodes since location of sensor nodes is important itself. Although there are many studies on sensor localization [1], these works still require so many anchors, namely reference nodes, to improve accuracy. We tackle the sensor localization problem by developing a sensor localization system that requires no newly deployed anchors. Our main idea is quite simple: we utilize WiFi APs as anchors for sensor localization. WiFi APs are already used as anchors in WiFi localization systems. We extend these WiFi-AP anchors to a sensor localization system. Several challenges come up with this idea. 1) How to detect WiFi-AP signals on sensor node? : Sensor nodes cannot demodulate WiFi (IEEE802.11) signals since sensor nodes are equipped with IEEE802.15.4 (ZigBee) modules. We need to pick WiFi-AP signals out from WiFi signals sent from many WiFi devices using a ZigBee module. We then measure received signal strength (RSS) of the AP signals. 2) How to distinguish WiFi APs? : Using the RSS value, we can calculate distance between a sensor node and an AP. For sensor localization, we need to figure out the AP that sent signals. To overcome these two challenges, we utilize a signal folding scheme presented in ZiFi [2] and configure each AP to have different beacon intervals. The folding scheme detects periodic WiFi-AP beacon frames. Using the different beacon intervals, we can separately detect WiFi APs. We then measure RSS of each AP and estimate sensor location. 2. SYSTEM OVERVIEW

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A multi-hop PSO based localization algorithm for wireless sensor networks

A sensor network consists of a large number of sensor nodes that are distributed in a large geographic environment to collect data. Localization is one of the key issues in wireless sensor network researches because it is important to determine the location of an event. On the other side, finding the location of a wireless sensor node by the Global Positioning System (GPS) is not appropriate du...

متن کامل

Three Dimensional Localization of an Unknown Target Using Two Heterogeneous Sensors

Heterogeneous wireless sensor networks consist of some different types of sensor nodes deployed in a particular area. Different sensor types can measure different quantity of a source and using the combination of different measurement techniques, the minimum number of necessary sensors is reduced in localization problems. In this paper, we focus on the single source localization in a heterogene...

متن کامل

Improve range-free localization accuracy in wireless sensor network using DV-hop and zoning

In recent years, wireless sensor networks have drawn great attention. This type of network is composed of a large number of sensor nodes which are able to sense, process and communicate. Besides, they are used in various fields such as emergency relief in disasters, monitoring the environment, military affairs and etc. Sensor nodes collect environmental data by using their sensors and send them...

متن کامل

International Journal of Wireless Information Networks Heterogeneous Cooperative Localization for Social Networks

Location-aware techniques has become a hot research topic with great value in commercial and military applications. Cooperative localization, which utilizes multiple sensors in portable devices to estimate locations of the mobile users in the social networks, is one of the most promising solution for the indoor geo-location. Traditional cooperative localization methods are ranging based, they a...

متن کامل

Robust and Undemanding WiFi-fingerprint based Indoor Localization with Independent Access Points

Our proposed localization system is similar to existing WiFi-fingerprint localization systems. It works by first collecting received signal strength (RSS) values of access points (APs) from different reference points in the area of interest. This initial training can be done either manually or by crowd-sourcing. The WiFi-fingerprint map is generated from collected RSSs at all reference points. ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015