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An Approach to Sensor Network Throughput Enhancement by PHY-Aided MAC
KTH, School of Electrical Engineering (EES), Communication Theory.ORCID iD: 0000-0002-7926-5081
2015 (English)In: IEEE Transactions on Wireless Communications, ISSN 1536-1276, E-ISSN 1558-2248, Vol. 14, no 2, 670-684 p.Article in journal (Refereed) Published
Abstract [en]

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.

Place, publisher, year, edition, pages
2015. Vol. 14, no 2, 670-684 p.
National Category
Communication Systems
URN: urn:nbn:se:kth:diva-161967DOI: 10.1109/TWC.2014.2356507ISI: 000349674800007ScopusID: 2-s2.0-84923072098OAI: diva2:800656

QC 20150407

Available from: 2015-04-07 Created: 2015-03-20 Last updated: 2015-04-07Bibliographically approved

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