Title :
Experimental analysis of RSSI for distance and position estimation
Author :
Daiya, Vinita ; Ebenezer, Jemimah ; Murty, S. A V Satya ; Raj, Baldev
Author_Institution :
Indira Gandhi Centre for Atomic Res., Kalpakkam, India
Abstract :
In wireless sensor network (WSN), position awareness (localization) of the sensor nodes is necessary to exploit the communication and to provide the meaningful information about their surroundings. Here Received Signal Strength Indicator (RSSI) technique is used as it requires no extra hardware and can be used for both indoor and outdoor environment. RSSI is having limitations such as high randomness due to fading and shadowing. This makes difficulties in establishing exact relationship between RSSI value and distance. In this paper we propose the method of creating database by using Split Range Technique (SRT) to estimate the approximate distance between two nodes. Using this database, position estimation has been done. For this Adaptive n-Triangle algorithm is implemented. Present results of RSSI shows the approximate positioning of the sensor node with the error estimation of about 5-10%. The experiment can be extended to show the predicted path of a moving object which is being identified by sensors.
Keywords :
estimation theory; signal processing; wireless sensor networks; RSSI distance; RSSI technique; RSSI value; SRT; WSN; adaptive n-triangle algorithm; approximate distance; approximate positioning; distance estimation; error estimation; exact relationship; experimental analysis; indoor environment; outdoor environment; position awareness; position estimation; position localization; predicted path; received signal strength indicator technique; sensor nodes; split range technique; wireless sensor network; Batteries; Databases; Estimation; Iris; Mobile communication; Registers; Wireless sensor networks; AT86RF230; RSSI; WSN; distance estimation; position estimation;
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
Conference_Location :
Chennai, Tamil Nadu
Print_ISBN :
978-1-4577-0588-5
DOI :
10.1109/ICRTIT.2011.5972367