Title :
Medium Access Control Protocols for Wireless Sensor Networks with Energy Harvesting
Author :
Iannello, Fabio ; Simeone, Osvaldo ; Spagnolini, Umberto
Author_Institution :
Dipt. di Elettron. e Inf., Politec. di Milano, Milan, Italy
fDate :
5/1/2012 12:00:00 AM
Abstract :
The design of Medium Access Control (MAC) protocols for wireless sensor networks (WSNs) has been conventionally tackled by assuming battery-powered devices and by adopting the network lifetime as the main performance criterion. While WSNs operated by energy-harvesting (EH) devices are not limited by network lifetime, they pose new design challenges due to the uncertain amount of energy that can be harvested from the environment. Novel design criteria are thus required to capture the trade-offs between the potentially infinite network lifetime and the uncertain energy availability. This paper addresses the analysis and design of WSNs with EH devices by focusing on conventional MAC protocols, namely TDMA, framed-ALOHA (FA) and dynamic-FA (DFA), and by accounting for the performance trade-offs and design issues arising due to EH. A novel metric, referred to as delivery probability, is introduced to measure the capability of a MAC protocol to deliver the measurement of any sensor in the network to the intended destination (or fusion center, FC). The interplay between delivery efficiency and time efficiency (i.e., the data collection rate at the FC), is investigated analytically using Markov models. Numerical results validate the analysis and emphasize the critical importance of accounting for both delivery probability and time efficiency in the design of EH-WSNs.
Keywords :
Markov processes; energy harvesting; probability; time division multiple access; wireless sensor networks; EH-WSN; MAC protocol; Markov model; TDMA; battery-powered device; delivery efficiency; delivery probability; dynamic-FA; energy harvesting device; framed-ALOHA; fusion center; infinite network lifetime; medium access control protocol; time efficiency; uncertain energy availability; wireless sensor network; Doped fiber amplifiers; Electrostatic discharges; Media Access Protocol; Time division multiple access; Time measurement; Wireless sensor networks; Wireless sensor networks; dynamic framed ALOHA; energy harvesting; multiaccess communication;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.030712.110089