Title :
Priority- and Delay-Aware Medium Access for Wireless Sensor Networks in the Smart Grid
Author :
Al-Anbagi, Irfan ; Erol-Kantarci, Melike ; Mouftah, Hussein T.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Ottawa, Ottawa, ON, Canada
Abstract :
Monitoring smart-grid assets in a timely manner is highly desired for emerging smart-grid applications such as transformer monitoring, capacitor bank control, plug-in hybrid-electric-vehicle load management, and power quality assessment. Wireless sensor and actor networks (WSANs) are anticipated to be widely utilized in a wide range of smart-grid applications due to their numerous advantages along with their successful adoption in various critical areas including military and health. For resource-constrained WSANs, transmitting delay-critical data from smart-grid assets calls for data prioritization and delay responsiveness. In this paper, we introduce two medium-access approaches, namely, delay-responsive cross-layer (DRX) data transmission and fair and delay-aware cross-layer (FDRX) data transmission, which aim to address the delay and service requirements of smart grids. DRX is based on delay-estimation and data-prioritization steps that are performed by the application layer, in addition to the MAC layer parameters responding to the delay requirements of the smart-grid application and the network condition. On the other hand, FDRX incorporates fairness into DRX by preventing a few nodes from dominating the communication channel. We provide a comprehensive performance evaluation of those approaches. We show that DRX reduces the end-to-end delay while FDRX has lower collision rate compared with DRX. We outline the tradeoffs regarding these approaches and draw future research directions for robust communication protocols for smart-grid monitoring applications.
Keywords :
access protocols; data communication; delay estimation; power system measurement; smart power grids; wireless channels; wireless sensor networks; DRX; FDRX; MAC layer parameters; communication channel; data prioritization; data-prioritization; delay-estimation; delay-responsive cross-layer data transmission; fair and delay-aware cross-layer data transmission; priority-and delay-aware medium access; resource-constrained WSAN; robust communication protocol; smart-grid monitoring application; transmitting delay-critical data; wireless sensor and actor networks; Delays; IEEE 802.15 Standards; Monitoring; Multiaccess communication; Reliability; Smart grids; Wireless sensor networks; Delay-sensitive; medium-access control; smart grid; wireless sensor and actor networks (WSANs);
Journal_Title :
Systems Journal, IEEE
DOI :
10.1109/JSYST.2013.2260939