Threshold ALOHA with sensing data lookup in low-duty-cycle wireless networks

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS
Show-Shiow Tzeng, Ying-Jen Lin, Yun-Ti Lin
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Abstract

Slotted ALOHA is a well-known multiple access control protocol that devices use to access a radio channel in wireless networks. Age of information (AoI) is a key network performance indicator that represents the elapsed time between the time data is generated and the time data is received. Threshold-based ALOHA, a variant of the slotted ALOHA, uses a threshold and a transmission probability to send data and meet its requirement of average AoI (AAoI), in which however energy consumption is not discussed. It is crucial that a device operates energy-efficiently to reduce energy consumption, which is conducive to extending the life of the device and reducing greenhouse gas emissions. Therefore, this paper proposes a modified threshold ALOHA in low-duty-cycle wireless networks, called LBG-threshold-ALOHA, in which a device looks up whether sensing data is generated in prior N slots before its data generation/transmission. Instead of generating data in each transmission, the LBG-threshold ALOHA uses data generated in prior N slots to send, which reduces the activity of data generation and thus yields lower energy consumption. The characteristic of lower energy consumption is beneficial to produce a lower AAoI on a network constrained by low energy consumption. Simulation results show that, under an upper limit on the mean energy consumption, the LBG-threshold-ALOHA yields a lower minimum AAoI compared to the original threshold ALOHA.

Abstract Image

低占空比无线网络中带有感知数据查找功能的阈值 ALOHA
插槽式 ALOHA 是一种著名的多重接入控制协议,设备使用该协议接入无线网络中的无线电信道。信息年龄(AoI)是一个关键的网络性能指标,表示从生成数据到接收数据之间所经过的时间。基于阈值的 ALOHA 是插槽式 ALOHA 的一种变体,它使用阈值和传输概率来发送数据并满足其对平均 AoI(AAoI)的要求,但其中并未讨论能耗问题。设备高效运行以降低能耗至关重要,这有利于延长设备寿命和减少温室气体排放。因此,本文在低占空比无线网络中提出了一种改进的阈值 ALOHA,称为 LBG-threshold-ALOHA。LBG-threshold ALOHA 使用前 N 个时隙生成的数据进行发送,而不是在每次传输中生成数据,这就减少了数据生成的活动,从而降低了能耗。低能耗的特点有利于在受低能耗限制的网络中产生较低的 AAoI。仿真结果表明,在平均能耗的上限条件下,与原始阈值 ALOHA 相比,LBG-阈值-ALOHA 产生的最小 AAoI 更低。
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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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