MAP-MAC: A Priority-Based MAC Protocol for MAX Aggregation in Wireless Sensor Networks

IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Xiuxiu Liang;Xin Li;Haibo Yang;Tao Ma
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引用次数: 0

Abstract

MAX aggregation is a typical data aggregation operation in wireless sensor networks (WSNs). Due to energy constraints, MAX aggregation’s low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel access to high-priority traffic, assigning a higher priority level to data packets close to the MAX value can reduce the MAX value’s delay. Since priority-based MAC protocols fail to offer success channel access strictly in descending order of priority, we still need to collect all data packets to obtain the accurate MAX value. Therefore, this article proposes a new priority-based MAC protocol for MAX aggregation (MAP-MAC), specially designed for cluster topology. MAP-MAC assigns the corresponding priority level to data packets according to the position of the data in the data range. Channel access priority is achieved by setting a corresponding starting clear channel assessment (CCA) detection in the time slot based on priority levels. This article analyzes the range of priorities and their impact on latency and energy consumption. The results show that MAP-MAC reduces the delay of the accurate MAX value by over 65% and energy consumption by over 70%, compared with the benchmark protocols. The analysis presented in this article is expected to provide a reference for setting the range of priorities and further improving the latency and energy consumption performance of WSNs.
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来源期刊
IEEE Sensors Journal
IEEE Sensors Journal 工程技术-工程:电子与电气
CiteScore
7.70
自引率
14.00%
发文量
2058
审稿时长
5.2 months
期刊介绍: The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following: -Sensor Phenomenology, Modelling, and Evaluation -Sensor Materials, Processing, and Fabrication -Chemical and Gas Sensors -Microfluidics and Biosensors -Optical Sensors -Physical Sensors: Temperature, Mechanical, Magnetic, and others -Acoustic and Ultrasonic Sensors -Sensor Packaging -Sensor Networks -Sensor Applications -Sensor Systems: Signals, Processing, and Interfaces -Actuators and Sensor Power Systems -Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting -Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data) -Sensors in Industrial Practice
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