Title :
Biased Sink Mobility with Adaptive Stop Times for Low Latency Data Collection in Sensor Networks
Author :
Kinalis, Athanasios ; Nikoletseas, Sotiris ; Patroumpa, Dimitra ; Rolim, Jose
Author_Institution :
Univ. of Patras & Comput. Technol. Inst., Patras, Greece
Abstract :
Collecting sensory data using a mobile data sink has been shown to drastically reduce energy consumption at the cost of increasing delivery delay. Towards improved energy-latency trade-offs, we propose a biased, adaptive sink mobility scheme, that adjusts to local network conditions, such as the surrounding density, remaining energy and the number of past visits in each network region. The sink moves probabilistically, favoring less visited areas in order to cover the network area faster, while adaptively stopping more time in network regions that tend to produce more data. We implement and evaluate our mobility scheme via simulation in diverse network settings. Compared to known blind random, non-adaptive schemes, our method achieves significantly reduced latency, especially in networks with nonuniform sensor distribution, without compromising the energy efficiency and delivery success.
Keywords :
energy consumption; mobility management (mobile radio); wireless sensor networks; adaptive sink mobility; biased sink mobility; delivery delay; diverse network settings; energy consumption; local network conditions; low latency data collection; mobile data sink; nonuniform sensor distribution; sensor networks; Computer networks; Costs; Delay; Energy consumption; Energy efficiency; Intelligent sensors; Mobile communication; Mobile computing; Sensor phenomena and characterization; Wireless sensor networks;
Conference_Titel :
Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-4148-8
DOI :
10.1109/GLOCOM.2009.5425600