Title :
An Approach to Sensor Network Throughput Enhancement by PHY-Aided MAC
Author :
Taejoon Kim ; Love, David J. ; Skoglund, Mikael ; Zhong-Yi Jin
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, China
Abstract :
Low power sensor networks with communication enabled by WiFi are expected to be widely deployed. A major challenge is collecting event-driven uplink data from a large number of low-power sensors with low latency. In WiFi, the access point (AP) typically polls nodes individually to schedule uplink transmission times, resulting in a large latency. In this paper, we present a physical (PHY) layer-aided medium access control (MAC) framework to enhance the uplink throughput of sensor data traffic. In the approach, the acknowledgements from the sensor nodes to the poll message are parallelized. By detecting the parallel acknowledgement, the AP knows which nodes have data to send and allocates channel resources by sending a pull message. This approach is referred to as the probe and pull MAC (PPMAC) mechanism. Our scheme is based on maximizing the achievable throughput of PPMAC by optimizing the PHY layer components. More precisely, we investigate the parallel acknowledgement detector design problem and develop a non-convex optimization framework that maximizes the PPMAC throughput by optimizing the parallel acknowledgement detection statistics. Numerical examples illustrate that PPMAC outperforms the point coordination function (PCF) and distributed coordination function (DCF) mechanisms, standardized in IEEE 802.11, in terms of the achievable throughput and the overhead.
Keywords :
access protocols; convex programming; data communication; telecommunication scheduling; telecommunication traffic; wireless LAN; IEEE 802.11; PHY layer-aided medium access control MAC framework; PPMAC; WiFi; access point; channel resource allocation; distributed coordination function; event-driven uplink data; low power sensor networks; nonconvex optimization framework; parallel acknowledgement; parallel acknowledgement detection statistics; point coordination function; probe and pull MAC mechanism; sensor data traffic; sensor network throughput enhancement; sensor nodes; uplink transmission time scheduling; Detectors; IEEE 802.11 Standards; Optimization; Throughput; Uplink; Wireless communication; Wireless sensor networks; PHY-aided MAC; cross-layer optimization; parallel acknowledgement; probe and pull MAC (PPMAC);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2356507