Author_Institution :
Dept. of Comput., Imperial Coll. London, London, UK
Abstract :
Recent advances in solar harvesting technologies pave the way for sustainable environmental-monitoring applications in the emerging solar powered wireless sensor networks (SP-WSNs). The complexities associated with the low-resourced, highly-dynamic, and vulnerable sensor nodes operating in potentially unattended or hostile environments require a high degree of self-management and automation. Guided by autonomic communication principles, this paper presents AutoSP-WSN, a novel distributed framework to achieve sustainable data collection while also optimizing end-to-end network performance for SP-WSNs. Initially, we present the energy-aware support component that provides reliable energy monitoring and prediction. This drives the power management component, which is adaptive to time-varying solar power, avoiding battery exhaustion as well as maximizing the per-node utility. Finally, to demonstrate the key design issues of the network protocol component, we propose two self-adaptive network protocols, a routing protocol SP-BCP and a rate control scheme PEA-DLEX. We show that the individual components seamlessly highly integrate as a whole, and the AutoSP-WSN framework exhibits the properties of context-awareness, distributed operation, self-configuration, self-optimization, self-protection and self-healing. Through extensive experiments on a real SP-WSN platform, and hardware-driven simulations, we show that the proposed schemes achieve substantial improvements over previous work, in terms of reliability, sustainable operation, and network utility.
Keywords :
energy harvesting; routing protocols; solar power; telecommunication power supplies; wireless sensor networks; AutoSP-WSN; autonomic solar powered wireless sensor networks; context-awareness; distributed framework; distributed networking; distributed operation; hardware-driven simulations; network protocol component; power management; rate control scheme PEA-DLEX; routing protocol SP-BCP; self-adaptive network protocols; solar harvesting technologies; sustainable data collection; sustainable environmental-monitoring; time-varying solar power; Batteries; Hardware; Meteorology; Prediction algorithms; Protocols; Silicon; Wireless sensor networks; Autonomic communication; embedded networked system; energy harvesting; power management; rate control; routing; solar power prediction;